changed the recommended skill size to 300 lines

Remove top-level model override to allow per-skill/agent model configuration.
Reorder sections for consistency.

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>

CLAUDE.md

@@ -1,65 +1,66 @@
-# Claude Code AI Workflow
+# Architecture
 
-This repository contains configurations, prompts, and tools to improve the Claude Code AI workflow.
+This repository is the organizational source of truth: how we work, who we serve, what we believe, and how we build software with AI.
 
 ## Setup
 
 ```bash
 # Clone and install symlinks
-git clone ssh://git@code.flowmade.one/flowmade-one/ai.git
+git clone ssh://git@code.flowmade.one/flowmade-one/architecture.git
-cd ai
+cd architecture
 make install
 ```
 
+## What This Repo Contains
+
+| Component | Purpose |
+|-----------|---------|
+| `manifesto.md` | Organization vision, personas, beliefs, principles |
+| `software-architecture.md` | Architectural patterns (human docs, mirrored in skill) |
+| `learnings/` | Historical record and governance |
+| `skills/` | AI workflows and knowledge modules |
+| `agents/` | Focused subtask handlers |
+| `settings.json` | Claude Code configuration |
+| `Makefile` | Install symlinks to ~/.claude/ |
+
 ## Project Structure
 
 ```
-ai/
+architecture/
-├── commands/       # Slash commands (/work-issue, /dashboard)
+├── manifesto.md              # Organization vision and beliefs
-├── skills/         # Knowledge modules (auto-triggered)
+├── software-architecture.md  # Patterns linked to beliefs (DDD, ES)
-├── agents/         # Focused subtask handlers (isolated context)
+├── learnings/                # Captured learnings and governance
-├── scripts/        # Hook scripts (pre-commit, token loading)
+├── skills/                   # User-invocable (/work-issue) and background skills
-├── settings.json   # Claude Code settings
+├── agents/                   # Focused subtask handlers (isolated context)
-└── Makefile        # Install/uninstall symlinks
+├── scripts/                  # Hook scripts (pre-commit, token loading)
+├── settings.json             # Claude Code settings
+└── Makefile                  # Install/uninstall symlinks
 ```
 
 All files symlink to `~/.claude/` via `make install`.
 
-## Architecture
+## Two Levels of Vision
 
-### Skills
+| Level | Document | Skill | Purpose |
-Knowledge modules that teach Claude how to do something. Referenced by commands via `@~/.claude/skills/xxx/SKILL.md`.
+|-------|----------|-------|---------|
+| Organization | `manifesto.md` | `/manifesto` | Who we are, shared personas, beliefs |
+| Product | `vision.md` | `/vision` | Product-specific direction and goals |
 
-- **Purpose**: Encode best practices and tool knowledge
+See the manifesto for our identity, personas, and beliefs about AI-augmented development.
-- **Location**: `skills/<name>/SKILL.md`
-- **Usage**: Included in commands for context, auto-triggered by Claude Code
 
-Example: `gitea` skill teaches tea CLI usage, `issue-writing` teaches how to structure issues.
+## Available Skills
 
-### Commands
+| Skill | Description |
-User-facing entry points invoked with `/command-name`. Run in main conversation context.
+|-------|-------------|
-
+| `/manifesto` | View/manage organization manifesto |
-- **Purpose**: Orchestrate workflows with user interaction
+| `/vision` | View/manage product vision and milestones |
-- **Location**: `commands/<name>.md`
+| `/work-issue <n>` | Fetch issue, create branch, implement, create PR |
-- **Usage**: User types `/dashboard`, `/work-issue 42`, etc.
+| `/dashboard` | Show open issues and PRs |
-
+| `/review-pr <n>` | Review PR with diff and comments |
-Commands reference skills for knowledge and optionally spawn agents for subtasks.
+| `/create-issue` | Create single or batch issues |
-
+| `/retro` | Capture learnings as issues for encoding |
-### Agents
+| `/plan-issues` | Break down features into issues |
-Small, focused units that handle specific subtasks in isolated context.
+| `/groom` | Improve issue quality |
-
-- **Purpose**: Complex subtasks that benefit from isolation
-- **Location**: `agents/<name>/agent.md`
-- **Usage**: Spawned via Task tool, return results to caller
-
-Good agent candidates:
-- Code review (analyze diff, report issues)
-- Content generation (write issue body, PR description)
-- Analysis tasks (categorize, prioritize, summarize)
-
-**When to use agents vs direct execution:**
-- Use agents when: task is self-contained, benefits from isolation, can run in parallel
-- Use direct execution when: task needs conversation history, requires user interaction mid-task
 
 ## Gitea Integration
 
@@ -73,19 +74,32 @@ tea logins add --name flowmade --url https://git.flowmade.one --token <your-toke
 # Create token at: https://git.flowmade.one/user/settings/applications
 ```
 
-## Available Commands
+## Architecture Components
 
-| Command | Description |
+### Skills
-|---------|-------------|
-| `/work-issue <n>` | Fetch issue, create branch, implement, create PR |
-| `/dashboard` | Show open issues and PRs |
-| `/review-pr <n>` | Review PR with diff and comments |
-| `/create-issue` | Create single or batch issues |
-| `/retro` | Capture learnings, create improvement issues |
-| `/vision` | View/manage product vision and milestones |
-| `/plan-issues` | Break down features into issues |
-| `/improve` | Identify gaps between vision and backlog |
 
-## Vision & Goals
+Skills come in two types:
 
-Product vision lives in `vision.md` (philosophy) and Gitea milestones (goals with progress tracking). See `/vision` command.
+**User-invocable** (`user-invocable: true`): Workflows users trigger with `/skill-name`
+- **Purpose**: Orchestrate workflows with user interaction
+- **Location**: `skills/<name>/SKILL.md`
+- **Usage**: User types `/dashboard`, `/work-issue 42`, etc.
+
+**Background** (`user-invocable: false`): Knowledge auto-loaded when needed
+- **Purpose**: Encode best practices and tool knowledge
+- **Location**: `skills/<name>/SKILL.md`
+- **Usage**: Referenced by other skills via `@~/.claude/skills/xxx/SKILL.md`
+
+### Agents
+Focused units that handle specific subtasks in isolated context.
+
+- **Purpose**: Complex subtasks that benefit from isolation
+- **Location**: `agents/<name>/AGENT.md`
+- **Usage**: Spawned via Task tool, return results to caller
+
+### Learnings
+Captured insights from work, encoded into skills/agents.
+
+- **Purpose**: Historical record + governance + continuous improvement
+- **Location**: `learnings/YYYY-MM-DD-title.md`
+- **Flow**: Retro → Issue → Encode into learning + system update

Makefile

@@ -4,7 +4,7 @@ CLAUDE_DIR := $(HOME)/.claude
 REPO_DIR := $(shell pwd)
 
 # Items to symlink
-ITEMS := commands scripts skills agents settings.json
+ITEMS := scripts skills agents settings.json
 
 install:
 	@echo "Installing Claude Code config symlinks..."

README.md

@@ -1,4 +1,6 @@
-# Claude Code AI Workflow
+# Architecture
+
+The organizational source of truth: how we work, who we serve, what we believe, and how we build software with AI.
 
 A composable toolkit for enhancing [Claude Code](https://claude.ai/claude-code) with structured workflows, issue management, and AI-assisted development practices.
 
@@ -53,8 +55,8 @@ The project is built around three composable component types:
 
 ```bash
 # Clone the repository
-git clone ssh://git@code.flowmade.one/flowmade-one/ai.git
+git clone ssh://git@code.flowmade.one/flowmade-one/architecture.git
-cd ai
+cd architecture
 
 # Install symlinks to ~/.claude/
 make install
@@ -87,7 +89,9 @@ echo "YOUR_TOKEN" | tea -H code.flowmade.one auth add-key username
 ## Project Structure
 
 ```
-ai/
+architecture/
+├── manifesto.md        # Organization vision, personas, beliefs
+├── learnings/          # Captured learnings and governance
 ├── commands/           # Slash commands invoked by users
 │   ├── work-issue.md
 │   ├── dashboard.md

VISION.md

@@ -1,5 +1,32 @@
 # Vision
 
+This product vision builds on the [organization manifesto](manifesto.md).
+
+## Who This Product Serves
+
+### Flowmade Developers
+
+The team building Flowmade's platform. They need efficient, consistent AI workflows to deliver on the organization's promise: helping domain experts create software without coding.
+
+*Extends: Agencies & Consultancies (from manifesto) - we are our own first customer.*
+
+### AI-Augmented Developers
+
+Developers in the broader community who want to treat AI assistance as a structured tool. They benefit from our "build in public" approach - adopting and adapting our workflows for their own teams.
+
+*Extends: The manifesto's commitment to sharing practices with the developer community.*
+
+## What They're Trying to Achieve
+
+These trace back to organization-level jobs:
+
+| Product Job | Enables Org Job |
+|-------------|-----------------|
+| "Help me work consistently with AI across sessions" | "Help me deliver maintainable solutions to clients faster" |
+| "Help me encode best practices so AI applies them" | "Help me reduce dependency on developers for business process changes" |
+| "Help me manage issues and PRs without context switching" | "Help me deliver maintainable solutions to clients faster" |
+| "Help me capture and share learnings from my work" | (Build in public commitment) |
+
 ## The Problem
 
 AI-assisted development is powerful but inconsistent. Claude Code can help with nearly any task, but without structure:
@@ -9,102 +36,60 @@ AI-assisted development is powerful but inconsistent. Claude Code can help with
 - Context gets lost when switching between tasks
 - There's no shared vocabulary for common patterns
 
-The gap isn't in AI capability—it's in how we use it.
+The gap isn't in AI capability - it's in how we use it.
 
 ## The Solution
 
-This project provides a **composable toolkit** for Claude Code that turns ad-hoc AI assistance into structured, repeatable workflows.
+A **composable toolkit** for Claude Code that turns ad-hoc AI assistance into structured, repeatable workflows.
 
 Instead of asking Claude to "help with issues" differently each time, you run `/work-issue 42` and get a consistent workflow: fetch the issue, create a branch, plan the work, implement, commit with proper references, and create a PR.
 
-The key insight: **encode your team's best practices into reusable components** that Claude can apply consistently.
+### Architecture
 
-## Composable Components
+Three component types that stack together:
 
-The system is built from three types of components that stack together:
+| Component | Purpose | Example |
+|-----------|---------|---------|
+| **Skills** | Knowledge modules - teach Claude how to do something | `gitea`, `issue-writing` |
+| **Agents** | Focused subtask handlers in isolated context | `code-reviewer` |
+| **Commands** | User workflows - orchestrate skills and agents | `/work-issue`, `/dashboard` |
 
-### Skills
+Skills don't act on their own. Agents handle complex subtasks in isolation. Commands are the entry points that tie it together.
 
-Skills are knowledge modules—focused documents that teach Claude how to do something well.
+## Product Principles
 
-Examples:
+These extend the organization's guiding principles:
-- `issue-writing`: How to structure clear, actionable issues
-- `gitea`: How to use the Gitea CLI for issue/PR management
-- `backlog-grooming`: What makes a healthy backlog
-
-Skills don't do anything on their own. They're building blocks.
-
-### Agents
-
-Agents are small, focused units that handle specific subtasks in isolated context.
-
-Unlike commands (which run in the main conversation), agents are spawned via the Task tool to do a specific job and report back. They should be:
-- **Small and focused**: One clear responsibility
-- **Isolated**: Work without needing conversation history
-- **Result-oriented**: Return a specific output (analysis, categorization, generated content)
-
-Examples:
-- `code-reviewer`: Reviews a PR diff and reports issues
-- A hypothetical `categorize-milestone`: Given an issue, determines which milestone it belongs to
-
-Agents enable:
-- **Parallel processing**: Multiple agents can work simultaneously
-- **Context isolation**: Complex subtasks don't pollute the main conversation
-- **Reusability**: Same agent can be spawned by different commands
-
-### Commands
-
-Commands are the user-facing entry points—what you actually invoke.
-
-When you run `/plan-issues add dark mode`, the command:
-1. Understands what you're asking for
-2. References skills for knowledge (how to write issues, use Gitea, etc.)
-3. Optionally spawns agents for complex subtasks
-4. Guides you through the workflow with approvals
-5. Takes action (creates issues, PRs, etc.)
-
-Commands run in the main conversation context, using skills for knowledge and spawning agents only when isolated processing is beneficial.
-
-## Target Users
-
-This toolkit is for:
-
-- **Developers using Claude Code** who want consistent, efficient workflows
-- **Teams** who want to encode and share their best practices
-- **Gitea/Git users** who want seamless issue and PR management integrated into their AI workflow
-
-You should have:
-- Claude Code CLI installed
-- A Gitea instance (or adapt the tooling for GitHub/GitLab)
-- Interest in treating AI assistance as a structured tool, not just a chat interface
-
-## Guiding Principles
-
-### Encode, Don't Repeat
-
-If you find yourself explaining the same thing to Claude repeatedly, that's a skill waiting to be written. Capture it once, use it everywhere.
 
 ### Composability Over Complexity
 
-Small, focused components that combine well beat large, monolithic solutions. A skill should do one thing. An agent should serve one role. A command should trigger one workflow.
+Small, focused components that combine well beat large, monolithic solutions. A skill does one thing. An agent serves one role. A command triggers one workflow.
+
+*Extends: "Small teams, big leverage"*
 
 ### Approval Before Action
 
-Destructive or significant actions should require user approval. Commands should show what they're about to do and ask before doing it. This builds trust and catches mistakes.
+Destructive or significant actions require user approval. Commands show what they're about to do and ask before doing it.
 
-### Use the Tools to Build the Tools
+*Extends: Non-goal "Replacing human judgment"*
 
-This project uses its own commands to manage itself. Issues are created with `/create-issue`. Features are planned with `/plan-issues`. PRs are reviewed with `/review-pr`. Dogfooding ensures the tools actually work.
+### Dogfooding
+
+This project uses its own commands to manage itself. Issues are created with `/create-issue`. PRs are reviewed with `/review-pr`. If the tools don't work for us, they won't work for anyone.
+
+*Extends: "Ship to learn"*
 
 ### Progressive Disclosure
 
-Simple things should be simple. `/dashboard` just shows your issues and PRs. But the system supports complex workflows when you need them. Don't require users to understand the full architecture to get value.
+Simple things should be simple. `/dashboard` just shows your issues and PRs. Complex workflows are available when needed, but not required to get value.
 
-## What This Is Not
+*Extends: "Opinionated defaults, escape hatches available"*
 
-This is not:
+## Non-Goals
-- A replacement for Claude Code—it enhances it
-- A rigid framework—adapt it to your needs
-- Complete—it grows as we discover new patterns
 
-It's a starting point for treating AI-assisted development as a first-class engineering concern.
+These extend the organization's non-goals:
+
+- **Replacing Claude Code.** This enhances Claude Code, not replaces it. The toolkit adds structure; Claude provides the capability.
+
+- **One-size-fits-all workflows.** Teams should adapt these patterns to their needs. We provide building blocks, not a rigid framework.
+
+- **Feature completeness.** The toolkit grows as we discover new patterns. It's a starting point, not an end state.

agents/code-reviewer/AGENT.md

@@ -5,25 +5,85 @@ description: Automated code review of pull requests. Reviews PRs for quality, bu
 # The structured output format doesn't require opus-level reasoning.
 model: sonnet
 skills: gitea, code-review
+disallowedTools:
+  - Edit
+  - Write
 ---
 
 You are a code review specialist that provides immediate, structured feedback on pull request changes.
 
 ## When Invoked
 
-You will receive a PR number to review. Follow this process:
+You will receive a PR number to review. You may also receive:
+- `WORKTREE_PATH`: (Optional) If provided, work directly in this directory instead of checking out locally
+- `REPO_PATH`: Path to the main repository (use if `WORKTREE_PATH` not provided)
 
-1. Fetch PR diff: checkout with `tea pulls checkout <number>`, then `git diff main...HEAD`
+Follow this process:
-2. Analyze the diff for issues in these categories:
+
+1. Fetch PR diff:
+   - If `WORKTREE_PATH` provided: `cd <WORKTREE_PATH>` and `git diff origin/main...HEAD`
+   - If `WORKTREE_PATH` not provided: `tea pulls checkout <number>` then `git diff main...HEAD`
+2. Detect and run project linter (see Linter Detection below)
+3. Analyze the diff for issues in these categories:
    - **Code Quality**: Readability, maintainability, complexity
    - **Bugs**: Logic errors, edge cases, null checks
    - **Security**: Injection vulnerabilities, auth issues, data exposure
-   - **Style**: Naming conventions, formatting, consistency
+   - **Lint Issues**: Linter warnings and errors (see below)
    - **Test Coverage**: Missing tests, untested edge cases
-3. Generate a structured review comment
+4. Generate a structured review comment
-4. Post the review using `tea comment <number> "<review body>"`
+5. Post the review using `tea comment <number> "<review body>"`
-5. **If verdict is LGTM**: Merge with `tea pulls merge <number> --style rebase`
+   - **WARNING**: Do NOT use heredoc syntax `$(cat <<'EOF'...)` with `tea comment` - it causes the command to be backgrounded and fail silently
-6. **If verdict is NOT LGTM**: Do not merge; leave for the user to address
+   - Keep comments concise or use literal newlines in quoted strings
+6. **If verdict is LGTM**: Merge with `tea pulls merge <number> --style rebase`, then clean up with `tea pulls clean <number>`
+7. **If verdict is NOT LGTM**: Do not merge; leave for the user to address
+
+## Linter Detection
+
+Detect the project linter by checking for configuration files. Run the linter on changed files only.
+
+### Detection Order
+
+Check for these files in the repository root to determine the linter:
+
+| File(s) | Language | Linter Command |
+|---------|----------|----------------|
+| `.eslintrc*`, `eslint.config.*` | JavaScript/TypeScript | `npx eslint <files>` |
+| `pyproject.toml` with `[tool.ruff]` | Python | `ruff check <files>` |
+| `ruff.toml`, `.ruff.toml` | Python | `ruff check <files>` |
+| `setup.cfg` with `[flake8]` | Python | `flake8 <files>` |
+| `.pylintrc`, `pylintrc` | Python | `pylint <files>` |
+| `go.mod` | Go | `golangci-lint run <files>` or `go vet <files>` |
+| `Cargo.toml` | Rust | `cargo clippy -- -D warnings` |
+| `.rubocop.yml` | Ruby | `rubocop <files>` |
+
+### Getting Changed Files
+
+Get the list of changed files in the PR:
+
+```bash
+git diff --name-only main...HEAD
+```
+
+Filter to only files matching the linter's language extension.
+
+### Running the Linter
+
+1. Only lint files that were changed in the PR
+2. Capture both stdout and stderr
+3. If linter is not installed, note this in the review (non-blocking)
+4. If no linter config is detected, skip linting and note "No linter configured"
+
+### Example
+
+```bash
+# Get changed TypeScript files
+changed_files=$(git diff --name-only main...HEAD | grep -E '\.(ts|tsx|js|jsx)$')
+
+# Run ESLint if files exist
+if [ -n "$changed_files" ]; then
+  npx eslint $changed_files 2>&1
+fi
+```
 
 ## Review Comment Format
 
@@ -49,8 +109,11 @@ Post reviews in this structured format:
 #### Security Concerns
 - [Finding or "No issues found"]
 
-#### Style Notes
+#### Lint Issues
-- [Finding or "Consistent with codebase"]
+- [Linter output or "No lint issues" or "No linter configured"]
+
+Note: Lint issues are stylistic and formatting concerns detected by automated tools.
+They are separate from logic bugs and security vulnerabilities.
 
 #### Test Coverage
 - [Finding or "Adequate coverage"]
@@ -62,12 +125,16 @@ Post reviews in this structured format:
 ## Verdict Criteria
 
 - **LGTM**: No blocking issues, code meets quality standards, ready to merge
-- **Needs Changes**: Minor issues worth addressing before merge
+- **Needs Changes**: Minor issues worth addressing before merge (including lint issues)
 - **Blocking Issues**: Security vulnerabilities, logic errors, or missing critical functionality
 
+**Note**: Lint issues alone should result in "Needs Changes" at most, never "Blocking Issues".
+Lint issues are style/formatting concerns, not functional problems.
+
 ## Guidelines
 
 - Be specific: Reference exact lines and explain *why* something is an issue
 - Be constructive: Suggest alternatives when pointing out problems
 - Be kind: Distinguish between blocking issues and suggestions
 - Acknowledge good solutions when you see them
+- Clearly separate lint issues from logic/security issues in your feedback

agents/issue-worker/agent.md

@@ -0,0 +1,150 @@
+---
+name: issue-worker
+model: haiku
+description: Autonomous agent that implements a single issue in an isolated git worktree
+# Model: sonnet provides balanced speed and capability for implementation tasks.
+# Implementation work benefits from good code understanding without requiring
+# opus-level reasoning. Faster iteration through the implement-commit-review cycle.
+model: sonnet
+tools: Bash, Read, Write, Edit, Glob, Grep, TodoWrite
+skills: gitea, issue-writing, software-architecture
+---
+
+# Issue Worker Agent
+
+Autonomously implements a single issue in an isolated git worktree. Creates a PR and returns - the orchestrator handles review.
+
+## Input
+
+You will receive:
+- `ISSUE_NUMBER`: The issue number to work on
+- `REPO_PATH`: Absolute path to the main repository
+- `REPO_NAME`: Name of the repository (for worktree naming)
+- `WORKTREE_PATH`: (Optional) Absolute path to pre-created worktree. If provided, agent works directly in this directory. If not provided, agent creates its own worktree as a sibling directory.
+
+## Process
+
+### 1. Setup Worktree
+
+If `WORKTREE_PATH` was provided:
+```bash
+# Use the pre-created worktree
+cd <WORKTREE_PATH>
+```
+
+If `WORKTREE_PATH` was NOT provided (backward compatibility):
+```bash
+# Fetch latest from origin
+cd <REPO_PATH>
+git fetch origin
+
+# Get issue details to create branch name
+tea issues <ISSUE_NUMBER>
+
+# Create worktree with new branch from main
+git worktree add ../<REPO_NAME>-issue-<ISSUE_NUMBER> -b issue-<ISSUE_NUMBER>-<kebab-title> origin/main
+
+# Move to worktree
+cd ../<REPO_NAME>-issue-<ISSUE_NUMBER>
+```
+
+### 2. Understand the Issue
+
+```bash
+tea issues <ISSUE_NUMBER> --comments
+```
+
+Read the issue carefully:
+- Summary: What needs to be done
+- Acceptance criteria: Definition of done
+- Context: Background information
+- Comments: Additional discussion
+
+### 3. Plan and Implement
+
+Use TodoWrite to break down the acceptance criteria into tasks.
+
+Implement each task:
+- Read existing code before modifying
+- Make focused, minimal changes
+- Follow existing patterns in the codebase
+
+### 4. Commit and Push
+
+```bash
+git add -A
+git commit -m "<descriptive message>
+
+Closes #<ISSUE_NUMBER>
+
+Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>"
+
+git push -u origin issue-<ISSUE_NUMBER>-<kebab-title>
+```
+
+### 5. Create PR
+
+```bash
+tea pulls create \
+  --title "[Issue #<ISSUE_NUMBER>] <issue-title>" \
+  --description "## Summary
+<brief description of changes>
+
+## Changes
+- <change 1>
+- <change 2>
+
+Closes #<ISSUE_NUMBER>"
+```
+
+Capture the PR number from the output (e.g., "Pull Request #42 created").
+
+### 6. Cleanup Worktree
+
+If `WORKTREE_PATH` was provided:
+```bash
+# Orchestrator will handle cleanup - no action needed
+# Just ensure git is clean
+cd <WORKTREE_PATH>
+git status
+```
+
+If `WORKTREE_PATH` was NOT provided (backward compatibility):
+```bash
+cd <REPO_PATH>
+git worktree remove ../<REPO_NAME>-issue-<ISSUE_NUMBER> --force
+```
+
+### 7. Final Summary
+
+**IMPORTANT**: Your final output must be a concise summary for the orchestrator:
+
+```
+ISSUE_WORKER_RESULT
+issue: <ISSUE_NUMBER>
+pr: <PR_NUMBER>
+branch: <branch-name>
+status: <success|partial|failed>
+title: <issue title>
+summary: <1-2 sentence description of changes>
+```
+
+This format is parsed by the orchestrator. Do NOT include verbose logs - only this summary.
+
+## Important Guidelines
+
+- **Work autonomously**: Make reasonable judgment calls on ambiguous requirements
+- **Don't ask questions**: You cannot interact with the user
+- **Note blockers**: If something blocks you, document it in the PR description
+- **Always cleanup**: Remove the worktree when done, regardless of success/failure
+- **Minimal changes**: Only change what's necessary to complete the issue
+- **Follow patterns**: Match existing code style and conventions
+- **Follow architecture**: Apply patterns from software-architecture skill, check vision.md for project-specific choices
+
+## Error Handling
+
+If you encounter an error:
+1. Try to recover if possible
+2. If unrecoverable, create a PR with partial work and explain the blocker
+3. Always run the cleanup step
+4. Report status as "partial" or "failed" in summary

agents/pr-fixer/agent.md

@@ -0,0 +1,158 @@
+---
+name: pr-fixer
+model: haiku
+description: Autonomous agent that addresses PR review feedback in an isolated git worktree
+# Model: sonnet provides balanced speed and capability for addressing feedback.
+# Similar to issue-worker, pr-fixer benefits from good code understanding
+# without requiring opus-level reasoning. Quick iteration on review feedback.
+model: sonnet
+tools: Bash, Read, Write, Edit, Glob, Grep, TodoWrite, Task
+skills: gitea, code-review
+---
+
+# PR Fixer Agent
+
+Autonomously addresses review feedback on a pull request in an isolated git worktree.
+
+## Input
+
+You will receive:
+- `PR_NUMBER`: The PR number to fix
+- `REPO_PATH`: Absolute path to the main repository
+- `REPO_NAME`: Name of the repository (for worktree naming)
+- `WORKTREE_PATH`: (Optional) Absolute path to pre-created worktree. If provided, agent works directly in this directory. If not provided, agent creates its own worktree as a sibling directory.
+
+## Process
+
+### 1. Get PR Details and Setup Worktree
+
+If `WORKTREE_PATH` was provided:
+```bash
+# Use the pre-created worktree
+cd <WORKTREE_PATH>
+
+# Get PR info and review comments
+tea pulls <PR_NUMBER> --comments
+```
+
+If `WORKTREE_PATH` was NOT provided (backward compatibility):
+```bash
+cd <REPO_PATH>
+git fetch origin
+
+# Get PR info including branch name
+tea pulls <PR_NUMBER>
+
+# Get review comments
+tea pulls <PR_NUMBER> --comments
+
+# Create worktree from the PR branch
+git worktree add ../<REPO_NAME>-pr-<PR_NUMBER> origin/<branch-name>
+
+# Move to worktree
+cd ../<REPO_NAME>-pr-<PR_NUMBER>
+
+# Checkout the branch (to track it)
+git checkout <branch-name>
+```
+
+Extract:
+- The PR branch name (e.g., `issue-42-add-feature`)
+- All review comments and requested changes
+
+### 3. Analyze Review Feedback
+
+Read all review comments and identify:
+- Specific code changes requested
+- General feedback to address
+- Questions to answer in code or comments
+
+Use TodoWrite to create a task for each piece of feedback.
+
+### 4. Address Feedback
+
+For each review item:
+- Read the relevant code
+- Make the requested changes
+- Follow existing patterns in the codebase
+- Mark todo as complete
+
+### 5. Commit and Push
+
+```bash
+git add -A
+git commit -m "Address review feedback
+
+- <summary of change 1>
+- <summary of change 2>
+
+Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>"
+
+git push
+```
+
+### 6. Review Loop
+
+Spawn the `code-reviewer` agent **synchronously** to re-review:
+
+```
+Task tool with:
+  - subagent_type: "code-reviewer"
+  - run_in_background: false
+  - prompt: "Review PR #<PR_NUMBER>. Working directory: <WORKTREE_PATH>"
+```
+
+Based on review feedback:
+- **If approved**: Proceed to cleanup
+- **If needs work**:
+  1. Address the new feedback
+  2. Commit and push the fixes
+  3. Trigger another review
+  4. Repeat until approved (max 3 iterations to avoid infinite loops)
+
+### 7. Cleanup Worktree
+
+If `WORKTREE_PATH` was provided:
+```bash
+# Orchestrator will handle cleanup - no action needed
+# Just ensure git is clean
+cd <WORKTREE_PATH>
+git status
+```
+
+If `WORKTREE_PATH` was NOT provided (backward compatibility):
+```bash
+cd <REPO_PATH>
+git worktree remove ../<REPO_NAME>-pr-<PR_NUMBER> --force
+```
+
+### 8. Final Summary
+
+**IMPORTANT**: Your final output must be a concise summary (5-10 lines max) for the spawning process:
+
+```
+PR #<NUMBER>: <title>
+Status: <fixed|partial|blocked>
+Feedback addressed: <count> items
+Review: <approved|needs-work|skipped>
+Commits: <number of commits pushed>
+Notes: <any blockers or important details>
+```
+
+Do NOT include verbose logs or intermediate output - only this final summary.
+
+## Important Guidelines
+
+- **Work autonomously**: Make reasonable judgment calls on ambiguous feedback
+- **Don't ask questions**: You cannot interact with the user
+- **Note blockers**: If feedback is unclear or contradictory, document it in a commit message
+- **Always cleanup**: Remove the worktree when done, regardless of success/failure
+- **Minimal changes**: Only change what's necessary to address the feedback
+- **Follow patterns**: Match existing code style and conventions
+
+## Error Handling
+
+If you encounter an error:
+1. Try to recover if possible
+2. If unrecoverable, push partial work and explain in a comment
+3. Always run the cleanup step

agents/software-architect/agent.md

@@ -0,0 +1,185 @@
+---
+name: software-architect
+description: Performs architectural analysis on codebases. Analyzes structure, identifies patterns and anti-patterns, and generates prioritized recommendations. Spawned by commands for deep, isolated analysis.
+# Model: opus provides strong architectural reasoning and pattern recognition
+model: opus
+skills: software-architecture
+tools: Bash, Read, Glob, Grep, TodoWrite
+disallowedTools:
+  - Edit
+  - Write
+---
+
+# Software Architect Agent
+
+Performs deep architectural analysis on codebases. Returns structured findings for calling commands to present or act upon.
+
+## Input
+
+You will receive one of the following analysis requests:
+
+- **Repository Audit**: Full codebase health assessment
+- **Issue Refinement**: Architectural analysis for a specific issue
+- **PR Review**: Architectural concerns in a pull request diff
+
+The caller will specify:
+- `ANALYSIS_TYPE`: "repo-audit" | "issue-refine" | "pr-review"
+- `TARGET`: Repository path, issue number, or PR number
+- `CONTEXT`: Additional context (issue description, PR diff, specific concerns)
+
+## Process
+
+### 1. Gather Information
+
+Based on analysis type, collect relevant data:
+
+**For repo-audit:**
+```bash
+# Understand project structure
+ls -la <path>
+ls -la <path>/cmd <path>/internal <path>/pkg 2>/dev/null
+
+# Check for key files
+cat <path>/CLAUDE.md
+cat <path>/go.mod 2>/dev/null
+cat <path>/package.json 2>/dev/null
+
+# Analyze package structure
+find <path> -name "*.go" -type f | head -50
+find <path> -name "*.ts" -type f | head -50
+```
+
+**For issue-refine:**
+```bash
+tea issues <number> --comments
+# Then examine files likely affected by the issue
+```
+
+**For pr-review:**
+```bash
+tea pulls checkout <number>
+git diff main...HEAD
+```
+
+### 2. Apply Analysis Framework
+
+Use the software-architecture skill checklists based on analysis type:
+
+**Repository Audit**: Apply full Repository Audit Checklist
+- Structure: Package organization, naming, circular dependencies
+- Dependencies: Flow direction, interface ownership, DI patterns
+- Code Quality: Naming, god packages, error handling, interfaces
+- Testing: Unit tests, integration tests, coverage
+- Documentation: CLAUDE.md, vision.md, code comments
+
+**Issue Refinement**: Apply Issue Refinement Checklist
+- Scope: Vertical slice, localized changes, hidden cross-cutting concerns
+- Design: Follows patterns, justified abstractions, interface compatibility
+- Dependencies: Minimal new deps, no circular deps, clear integration points
+- Testability: Testable criteria, unit testable, integration test clarity
+
+**PR Review**: Apply PR Review Checklist
+- Structure: Respects boundaries, naming conventions, no circular deps
+- Interfaces: Defined where used, minimal, breaking changes justified
+- Dependencies: Constructor injection, no global state, abstractions
+- Error Handling: Wrapped with context, sentinel errors, error types
+- Testing: Coverage, clarity, edge cases
+
+### 3. Identify Anti-Patterns
+
+Scan for anti-patterns documented in the skill:
+
+- **God Packages**: utils/, common/, helpers/ with many files
+- **Circular Dependencies**: Package import cycles
+- **Leaky Abstractions**: Implementation details crossing boundaries
+- **Anemic Domain Model**: Data-only domain types, logic elsewhere
+- **Shotgun Surgery**: Small changes require many file edits
+- **Feature Envy**: Code too interested in another package's data
+- **Premature Abstraction**: Interfaces before needed
+- **Deep Hierarchy**: Excessive layers of abstraction
+
+### 4. Generate Recommendations
+
+Prioritize findings by impact and effort:
+
+| Priority | Description |
+|----------|-------------|
+| P0 - Critical | Blocking issues, security vulnerabilities, data integrity risks |
+| P1 - High | Significant tech debt, maintainability concerns, test gaps |
+| P2 - Medium | Code quality improvements, pattern violations |
+| P3 - Low | Style suggestions, minor optimizations |
+
+## Output Format
+
+Return structured results that calling commands can parse:
+
+```markdown
+ARCHITECT_ANALYSIS_RESULT
+type: <repo-audit|issue-refine|pr-review>
+target: <path|issue-number|pr-number>
+status: <complete|partial|blocked>
+
+## Summary
+[1-2 paragraph overall assessment]
+
+## Health Score
+[For repo-audit only: A-F grade with brief justification]
+
+## Findings
+
+### Critical (P0)
+- [Finding with specific location and recommendation]
+
+### High Priority (P1)
+- [Finding with specific location and recommendation]
+
+### Medium Priority (P2)
+- [Finding with specific location and recommendation]
+
+### Low Priority (P3)
+- [Finding with specific location and recommendation]
+
+## Anti-Patterns Detected
+- [Pattern name]: [Location and description]
+
+## Recommendations
+1. [Specific, actionable recommendation]
+2. [Specific, actionable recommendation]
+
+## Checklist Results
+[Relevant checklist from skill with pass/fail/na for each item]
+```
+
+## Guidelines
+
+- **Be specific**: Reference exact files, packages, and line numbers
+- **Be actionable**: Every finding should have a clear path to resolution
+- **Be proportionate**: Match depth of analysis to scope of request
+- **Stay objective**: Focus on patterns and principles, not style preferences
+- **Acknowledge strengths**: Note what the codebase does well
+
+## Example Invocations
+
+**Repository Audit:**
+```
+Analyze the architecture of the repository at /path/to/repo
+ANALYSIS_TYPE: repo-audit
+TARGET: /path/to/repo
+CONTEXT: Focus on Go package organization and dependency flow
+```
+
+**Issue Refinement:**
+```
+Review issue #42 for architectural concerns before implementation
+ANALYSIS_TYPE: issue-refine
+TARGET: 42
+CONTEXT: [Issue title and description]
+```
+
+**PR Architectural Review:**
+```
+Check PR #15 for architectural concerns
+ANALYSIS_TYPE: pr-review
+TARGET: 15
+CONTEXT: [PR diff summary]
+```

commands/dashboard.md

@@ -1,13 +0,0 @@
----
-description: Show dashboard of open issues, PRs awaiting review, and CI status.
----
-
-# Repository Dashboard
-
-@~/.claude/skills/gitea/SKILL.md
-
-Fetch and display:
-1. All open issues
-2. All open PRs
-
-Format as tables showing number, title, and author.

commands/review-pr.md

@@ -1,38 +0,0 @@
----
-description: Review a Gitea pull request. Fetches PR details, diff, and comments.
-argument-hint: <pr-number>
----
-
-# Review PR #$1
-
-@~/.claude/skills/gitea/SKILL.md
-
-1. **View PR details** with `--comments` flag to see description, metadata, and discussion
-2. **Get the diff** to review the changes
-
-Review the changes and provide feedback on:
-- Code quality
-- Potential bugs
-- Test coverage
-- Documentation
-
-Ask the user what action to take:
-- **Merge**: Post review summary as comment, then merge with rebase style
-- **Request changes**: Leave feedback without merging
-- **Comment only**: Add a comment for discussion
-
-## Merging
-
-Always use tea CLI for merges to preserve user attribution:
-
-```bash
-tea pulls merge <number> --style rebase
-```
-
-For review comments, use `tea comment` since `tea pulls review` is interactive-only:
-
-```bash
-tea comment <number> "<review summary>"
-```
-
-> **Warning**: Never use the Gitea API with admin credentials for user-facing operations like merging. This causes the merge to be attributed to the admin account instead of the user.

commands/vision.md

@@ -1,110 +0,0 @@
----
-description: View the product vision and goal progress. Manages vision.md and Gitea milestones.
-argument-hint: [goals]
----
-
-# Product Vision
-
-@~/.claude/skills/vision-management/SKILL.md
-@~/.claude/skills/gitea/SKILL.md
-
-This command manages **product-level** vision. For organization-level vision, use `/manifesto`.
-
-## Architecture
-
-| Level | Document | Purpose | Command |
-|-------|----------|---------|---------|
-| **Organization** | `manifesto.md` | Who we are, shared personas, beliefs | `/manifesto` |
-| **Product** | `vision.md` | Product-specific personas, jobs, solution | `/vision` |
-| **Goals** | Gitea milestones | Measurable progress toward vision | `/vision goals` |
-
-Product vision inherits from and extends the organization manifesto.
-
-## Process
-
-1. **Check for organization manifesto**: Note if `manifesto.md` exists (provides org context)
-
-2. **Check for product vision**: Look for `vision.md` in the current repo root
-
-3. **If no vision exists**:
-   - Reference the organization manifesto if it exists
-   - Ask if the user wants to create a product vision
-   - Guide them through defining:
-     1. **Product personas**: Who does this product serve? (may extend org personas)
-     2. **Product jobs**: What specific jobs does this product address?
-     3. **The problem**: What pain points does this product solve?
-     4. **The solution**: How does this product address those jobs?
-     5. **Product principles**: Any product-specific principles (beyond org principles)?
-     6. **Product non-goals**: What is this product explicitly NOT doing?
-   - Create `vision.md`
-   - Ask about initial goals, create as Gitea milestones
-
-4. **If vision exists**:
-   - Display organization context (if manifesto exists)
-   - Display the product vision from `vision.md`
-   - Show current milestones and their progress: `tea milestones`
-   - Check if `$1` specifies an action:
-     - `goals`: Manage milestones (add, close, view progress)
-   - If no action specified, just display the current state
-
-5. **Managing Goals (milestones)**:
-   ```bash
-   # List milestones with progress
-   tea milestones
-
-   # Create a new goal
-   tea milestones create --title "<goal>" --description "For: <persona>
-Job: <job to be done>
-Success: <criteria>"
-
-   # View issues in a milestone
-   tea milestones issues <milestone-name>
-
-   # Close a completed goal
-   tea milestones close <milestone-name>
-   ```
-
-## Output Format
-
-```
-## Organization Context
-
-See manifesto for shared personas, beliefs, and principles.
-[Link or note about manifesto.md location]
-
-## Product: [Name]
-
-### Who This Product Serves
-
-- **[Persona 1]**: [Product-specific description]
-- **[Persona 2]**: [Product-specific description]
-
-### What They're Trying to Achieve
-
-- "[Product-specific job 1]"
-- "[Product-specific job 2]"
-
-### Product Vision
-
-[Summary of problem/solution from vision.md]
-
-### Goals (Milestones)
-
-| Goal | For | Progress | Due |
-|------|-----|----------|-----|
-| [title] | [Persona] | 3/5 issues | [date] |
-
-### Current Focus
-
-[Open milestones with nearest due dates or most activity]
-```
-
-## Guidelines
-
-- Product vision builds on organization manifesto - don't duplicate, extend
-- Product personas can be more specific versions of org personas
-- Product jobs should trace back to org-level jobs to be done
-- Milestones are product-specific goals toward the vision
-- Use `/manifesto` for organization-level identity and beliefs
-- Use `/vision` for product-specific direction and goals
-- If this is the architecture repo itself, use `/manifesto` instead

commands/work-issue.md

@@ -1,17 +0,0 @@
----
-description: Work on a Gitea issue. Fetches issue details and sets up branch for implementation.
-argument-hint: <issue-number>
----
-
-# Work on Issue #$1
-
-@~/.claude/skills/gitea/SKILL.md
-
-1. **View the issue** with `--comments` flag to understand requirements and context
-2. **Create a branch**: `git checkout -b issue-$1-<short-kebab-title>`
-3. **Plan**: Use TodoWrite to break down the work based on acceptance criteria
-4. **Implement** the changes
-5. **Commit** with message referencing the issue
-6. **Push** the branch to origin
-7. **Create PR** with title "[Issue #$1] <title>" and body "Closes #$1"
-8. **Auto-review**: Inform the user that auto-review is starting, then spawn the `code-reviewer` agent in background (using `run_in_background: true`) with the PR number

docs/writing-agents.md

@@ -1,591 +0,0 @@
-# Writing Agents
-
-A guide to creating specialized subagents that combine multiple skills for complex, context-isolated tasks.
-
-## What is an Agent?
-
-Agents are **specialized subprocesses** that combine multiple skills into focused personas. Unlike commands (which define workflows) or skills (which encode knowledge), agents are autonomous workers that can handle complex tasks independently.
-
-Think of agents as specialists you can delegate work to. They have their own context, their own expertise (via skills), and they report back when finished.
-
-## File Structure
-
-Agents live in the `agents/` directory, each in its own folder:
-
-```
-agents/
-└── product-manager/
-    └── AGENT.md
-```
-
-### Why AGENT.md?
-
-The uppercase `AGENT.md` filename:
-- Makes the agent file immediately visible in directory listings
-- Follows a consistent convention across all agents
-- Clearly identifies the primary file in an agent folder
-
-### Supporting Files (Optional)
-
-An agent folder can contain additional files if needed:
-
-```
-agents/
-└── code-reviewer/
-    ├── AGENT.md           # Main agent document (required)
-    └── checklists/        # Supporting materials
-        └── security.md
-```
-
-However, prefer keeping everything in `AGENT.md` when possible—agent definitions should be concise.
-
-## Agent Document Structure
-
-A well-structured `AGENT.md` follows this pattern:
-
-```markdown
-# Agent Name
-
-Brief description of what this agent does.
-
-## Skills
-List of skills this agent has access to.
-
-## Capabilities
-What the agent can do—its areas of competence.
-
-## When to Use
-Guidance on when to spawn this agent.
-
-## Behavior
-How the agent should operate—rules and constraints.
-```
-
-All sections are important:
-- **Skills**: Defines what knowledge the agent has
-- **Capabilities**: Tells spawners what to expect
-- **When to Use**: Prevents misuse and guides selection
-- **Behavior**: Sets expectations for operation
-
-## How Agents Combine Skills
-
-Agents gain their expertise by combining multiple skills. Each skill contributes domain knowledge to the agent's overall capability.
-
-### Skill Composition
-
-```
-┌────────────────────────────────────────────────┐
-│           Product Manager Agent                │
-│                                                │
-│  ┌──────────┐  ┌──────────────┐                │
-│  │ gitea  │  │issue-writing │                │
-│  │          │  │              │                │
-│  │ CLI      │  │ Structure    │                │
-│  │ commands │  │ patterns     │                │
-│  └──────────┘  └──────────────┘                │
-│                                                │
-│  ┌──────────────────┐  ┌─────────────────┐     │
-│  │backlog-grooming  │  │roadmap-planning │     │
-│  │                  │  │                 │     │
-│  │ Review           │  │ Feature         │     │
-│  │ checklists       │  │ breakdown       │     │
-│  └──────────────────┘  └─────────────────┘     │
-│                                                │
-└────────────────────────────────────────────────┘
-```
-
-The agent can:
-- Use **gitea** to interact with issues and PRs
-- Apply **issue-writing** patterns when creating content
-- Follow **backlog-grooming** checklists when reviewing
-- Use **roadmap-planning** strategies when breaking down features
-
-### Emergent Capabilities
-
-When skills combine, new capabilities emerge:
-
-| Skills Combined | Emergent Capability |
-|-----------------|---------------------|
-| gitea + issue-writing | Create well-structured issues programmatically |
-| backlog-grooming + issue-writing | Improve existing issues systematically |
-| roadmap-planning + gitea | Plan and create linked issue hierarchies |
-| All four skills | Full backlog management lifecycle |
-
-## Use Cases for Agents
-
-### 1. Parallel Processing
-
-Agents work independently with their own context. Spawn multiple agents to work on separate tasks simultaneously.
-
-```
-Command: /groom (batch mode)
-         │
-         ├─── Spawn Agent: Review issues #1-5
-         │
-         ├─── Spawn Agent: Review issues #6-10
-         │
-         └─── Spawn Agent: Review issues #11-15
-
-         ↓ (agents work in parallel)
-
-Results aggregated by command
-```
-
-**Use when:**
-- Tasks are independent and don't need to share state
-- Workload can be divided into discrete chunks
-- Speed matters more than sequential consistency
-
-### 2. Context Isolation
-
-Each agent maintains separate conversation state. This prevents context pollution when handling complex, unrelated subtasks.
-
-```
-Main Context                    Agent Context
-┌─────────────────┐            ┌─────────────────┐
-│ User working on │            │ Isolated work   │
-│ feature X       │   spawn    │ on backlog      │
-│                 │ ─────────► │ review          │
-│ (preserves      │            │                 │
-│  feature X      │   return   │ (doesn't know   │
-│  context)       │ ◄───────── │  about X)       │
-└─────────────────┘            └─────────────────┘
-```
-
-**Use when:**
-- Subtask requires deep exploration that would pollute main context
-- Work involves many files or concepts unrelated to main task
-- You want clean separation between different concerns
-
-### 3. Complex Workflows
-
-Some workflows are better handled by a specialized agent than by inline execution. Agents can make decisions, iterate, and adapt.
-
-```
-Command: /plan-issues "add user authentication"
-         │
-         └─── Spawn product-manager agent
-                   │
-                   ├── Explore codebase to understand structure
-                   ├── Research authentication patterns
-                   ├── Design issue breakdown
-                   ├── Create issues in dependency order
-                   └── Return summary to command
-```
-
-**Use when:**
-- Task requires iterative decision-making
-- Workflow has many steps that depend on intermediate results
-- Specialist expertise (via combined skills) adds value
-
-### 4. Autonomous Exploration
-
-Agents can explore codebases independently, building understanding without polluting the main conversation.
-
-**Use when:**
-- You need to understand a new part of the codebase
-- Exploration might involve many file reads and searches
-- Results should be summarized, not shown in full
-
-## When to Use an Agent vs Direct Skill Invocation
-
-### Use Direct Skill Invocation When:
-
-- **Simple, single-skill task**: Writing one issue doesn't need an agent
-- **Main context is relevant**: The current conversation context helps
-- **Quick reference needed**: Just need to check a pattern or command
-- **Sequential workflow**: Command can orchestrate step-by-step
-
-Example: Creating a single issue with `/create-issue`
-```
-Command reads issue-writing skill directly
-         │
-         └── Creates one issue following patterns
-```
-
-### Use an Agent When:
-
-- **Multiple skills needed together**: Complex tasks benefit from composition
-- **Context isolation required**: Don't want to pollute main conversation
-- **Parallel execution possible**: Can divide and conquer
-- **Autonomous exploration needed**: Agent can figure things out independently
-- **Specialist persona helps**: "Product manager" framing improves outputs
-
-Example: Grooming entire backlog with `/groom`
-```
-Command spawns product-manager agent
-         │
-         └── Agent iterates through all issues
-             using multiple skills
-```
-
-### Decision Matrix
-
-| Scenario | Agent? | Reason |
-|----------|--------|--------|
-| Create one issue | No | Single skill, simple task |
-| Review 20 issues | Yes | Batch processing, isolation |
-| Quick CLI lookup | No | Just need gitea reference |
-| Plan new feature | Yes | Multiple skills, exploration |
-| Fix issue title | No | Trivial edit |
-| Reorganize backlog | Yes | Complex, multi-skill workflow |
-
-## Annotated Example: Product Manager Agent
-
-Let's examine the `product-manager` agent in detail:
-
-```markdown
-# Product Manager Agent
-
-Specialized agent for backlog management and roadmap planning.
-```
-
-**The opening** identifies the agent's role clearly. "Product Manager" is a recognizable persona that sets expectations.
-
-```markdown
-## Skills
-
-- gitea
-- issue-writing
-- backlog-grooming
-- roadmap-planning
-```
-
-**Skills section** lists all knowledge the agent has access to. These skills are loaded into the agent's context when spawned. The combination enables:
-- Reading/writing issues (gitea)
-- Creating quality content (issue-writing)
-- Evaluating existing issues (backlog-grooming)
-- Planning work strategically (roadmap-planning)
-
-```markdown
-## Capabilities
-
-This agent can:
-- Review and improve existing issues
-- Create new well-structured issues
-- Analyze the backlog for gaps and priorities
-- Plan feature breakdowns
-- Maintain roadmap clarity
-```
-
-**Capabilities section** tells spawners what to expect. Each capability maps to skill combinations:
-- "Review and improve" = backlog-grooming + issue-writing
-- "Create new issues" = gitea + issue-writing
-- "Analyze backlog" = backlog-grooming + roadmap-planning
-- "Plan breakdowns" = roadmap-planning + issue-writing
-
-```markdown
-## When to Use
-
-Spawn this agent for:
-- Batch operations on multiple issues
-- Comprehensive backlog reviews
-- Feature planning that requires codebase exploration
-- Complex issue creation with dependencies
-```
-
-**When to Use section** guides appropriate usage. Note the criteria:
-- "Batch operations" → Parallel/isolation benefit
-- "Comprehensive reviews" → Complex workflow benefit
-- "Requires exploration" → Context isolation benefit
-- "Complex with dependencies" → Multi-skill benefit
-
-```markdown
-## Behavior
-
-- Always fetches current issue state before making changes
-- Asks for approval before creating or modifying issues
-- Provides clear summaries of actions taken
-- Uses the tea CLI for all Forgejo operations
-```
-
-**Behavior section** sets operational rules. These ensure:
-- Accuracy: Fetches current state, doesn't assume
-- Safety: Asks before acting
-- Transparency: Summarizes what happened
-- Consistency: Uses standard tooling
-
-## Naming Conventions
-
-### Agent Folder Names
-
-- Use **kebab-case**: `product-manager`, `code-reviewer`
-- Name by **role or persona**: what the agent "is"
-- Keep **recognizable**: familiar roles are easier to understand
-
-Good names:
-- `product-manager` - Recognizable role
-- `code-reviewer` - Clear function
-- `security-auditor` - Specific expertise
-- `documentation-writer` - Focused purpose
-
-Avoid:
-- `helper` - Too vague
-- `do-stuff` - Not a role
-- `issue-thing` - Not recognizable
-
-### Agent Titles
-
-The H1 title in `AGENT.md` should be the role name in Title Case:
-
-| Folder | Title |
-|--------|-------|
-| `product-manager` | Product Manager Agent |
-| `code-reviewer` | Code Reviewer Agent |
-| `security-auditor` | Security Auditor Agent |
-
-## Model Selection
-
-Agents can specify which Claude model to use via the `model` field in YAML frontmatter. Choosing the right model balances capability, speed, and cost.
-
-### Available Models
-
-| Model | Characteristics | Best For |
-|-------|-----------------|----------|
-| `haiku` | Fastest, most cost-effective | Simple structured tasks, formatting, basic transformations |
-| `sonnet` | Balanced speed and capability | Most agent tasks, code review, issue management |
-| `opus` | Most capable, best reasoning | Complex analysis, architectural decisions, nuanced judgment |
-| `inherit` | Uses parent context's model | When agent should match caller's capability level |
-
-### Decision Matrix
-
-| Agent Task Type | Recommended Model | Reasoning |
-|-----------------|-------------------|-----------|
-| Structured output formatting | `haiku` | Pattern-following, no complex reasoning |
-| Code review (style/conventions) | `sonnet` | Needs code understanding, not deep analysis |
-| Security vulnerability analysis | `opus` | Requires nuanced judgment, high stakes |
-| Issue triage and labeling | `haiku` or `sonnet` | Mostly classification tasks |
-| Feature planning and breakdown | `sonnet` or `opus` | Needs strategic thinking |
-| Batch processing (many items) | `haiku` or `sonnet` | Speed and cost matter at scale |
-| Architectural exploration | `opus` | Complex reasoning about tradeoffs |
-
-### Examples
-
-These examples show recommended model configurations for different agent types:
-
-**Code Reviewer Agent** - Use `sonnet`:
-```yaml
----
-name: code-reviewer
-model: sonnet
-skills: gitea, code-review
----
-```
-Code review requires understanding code patterns and conventions but rarely needs the deepest reasoning. Sonnet provides good balance.
-
-**Security Auditor Agent** (hypothetical) - Use `opus`:
-```yaml
----
-name: security-auditor
-model: opus
-skills: code-review  # would add security-specific skills
----
-```
-Security analysis requires careful, nuanced judgment where missing issues have real consequences. Worth the extra capability.
-
-**Formatting Agent** (hypothetical) - Use `haiku`:
-```yaml
----
-name: markdown-formatter
-model: haiku
-skills: documentation
----
-```
-Pure formatting tasks follow patterns and don't require complex reasoning. Haiku is fast and sufficient.
-
-### Best Practices for Model Selection
-
-1. **Start with `sonnet`** - It handles most agent tasks well
-2. **Use `haiku` for volume** - When processing many items, speed and cost add up
-3. **Reserve `opus` for judgment** - Use when errors are costly or reasoning is complex
-4. **Avoid `inherit` by default** - Make a deliberate choice; `inherit` obscures the decision
-5. **Consider the stakes** - Higher consequence tasks warrant more capable models
-6. **Test with real tasks** - Verify the chosen model performs adequately
-
-### When to Use `inherit`
-
-The `inherit` option has legitimate uses:
-
-- **Utility agents**: Small helpers that should match their caller's capability
-- **Delegation chains**: When an agent spawns sub-agents that should stay consistent
-- **Testing/development**: When you want to control model from the top level
-
-However, most production agents should specify an explicit model.
-
-## Best Practices
-
-### 1. Choose Skills Deliberately
-
-Include only skills the agent needs. More skills = more context = potential confusion.
-
-**Too many skills:**
-```markdown
-## Skills
-- gitea
-- issue-writing
-- backlog-grooming
-- roadmap-planning
-- code-review
-- testing
-- documentation
-- deployment
-```
-
-**Right-sized:**
-```markdown
-## Skills
-- gitea
-- issue-writing
-- backlog-grooming
-- roadmap-planning
-```
-
-### 2. Define Clear Boundaries
-
-Agents should know what they can and cannot do.
-
-**Vague:**
-```markdown
-## Capabilities
-This agent can help with project management.
-```
-
-**Clear:**
-```markdown
-## Capabilities
-This agent can:
-- Review and improve existing issues
-- Create new well-structured issues
-- Analyze the backlog for gaps
-
-This agent cannot:
-- Merge pull requests
-- Deploy code
-- Make architectural decisions
-```
-
-### 3. Set Behavioral Guardrails
-
-Prevent agents from causing problems by setting explicit rules.
-
-**Important behaviors to specify:**
-- When to ask for approval
-- What to do before making changes
-- How to report results
-- Error handling expectations
-
-### 4. Match Persona to Purpose
-
-The agent's name and description should align with its skills and capabilities.
-
-**Mismatched:**
-```markdown
-# Security Agent
-
-## Skills
-- issue-writing
-- documentation
-```
-
-**Aligned:**
-```markdown
-# Security Auditor Agent
-
-## Skills
-- security-scanning
-- vulnerability-assessment
-- code-review
-```
-
-### 5. Keep Agents Focused
-
-One agent = one role. If an agent does too many unrelated things, split it.
-
-**Too broad:**
-```markdown
-# Everything Agent
-Handles issues, code review, deployment, and customer support.
-```
-
-**Focused:**
-```markdown
-# Product Manager Agent
-Specialized for backlog management and roadmap planning.
-```
-
-## When to Create a New Agent
-
-Create an agent when you need:
-
-1. **Role-based expertise**: A recognizable persona improves outputs
-2. **Skill composition**: Multiple skills work better together
-3. **Context isolation**: Work shouldn't pollute main conversation
-4. **Parallel capability**: Tasks can run independently
-5. **Autonomous operation**: Agent should figure things out on its own
-
-### Signs You Need a New Agent
-
-- Commands repeatedly spawn similar skill combinations
-- Tasks require deep exploration that pollutes context
-- Work benefits from a specialist "persona"
-- Batch processing would help
-
-### Signs You Don't Need a New Agent
-
-- Single skill is sufficient
-- Task is simple and sequential
-- Main context is helpful, not harmful
-- No clear persona or role emerges
-
-## Agent Lifecycle
-
-### 1. Design
-
-Define the agent's role:
-- What persona makes sense?
-- Which skills does it need?
-- What can it do (and not do)?
-- When should it be spawned?
-
-### 2. Implement
-
-Create the agent file:
-- Clear name and description
-- Appropriate skill list
-- Specific capabilities
-- Usage guidance
-- Behavioral rules
-
-### 3. Integrate
-
-Connect the agent to workflows:
-- Update commands that should spawn it
-- Document in ARCHITECTURE.md
-- Test with real tasks
-
-### 4. Refine
-
-Improve based on usage:
-- Add/remove skills as needed
-- Clarify capabilities
-- Strengthen behavioral rules
-- Update documentation
-
-## Checklist: Before Submitting a New Agent
-
-- [ ] File is at `agents/<name>/AGENT.md`
-- [ ] Name follows kebab-case convention
-- [ ] Agent has a clear, recognizable role
-- [ ] Skills list is deliberate (not too many, not too few)
-- [ ] Model selection is deliberate (not just `inherit` by default)
-- [ ] Capabilities are specific and achievable
-- [ ] "When to Use" guidance is clear
-- [ ] Behavioral rules prevent problems
-- [ ] Agent is referenced by at least one command
-- [ ] ARCHITECTURE.md is updated
-
-## See Also
-
-- [ARCHITECTURE.md](../ARCHITECTURE.md): How agents fit into the overall system
-- [writing-skills.md](writing-skills.md): Creating the skills that agents use
-- [VISION.md](../VISION.md): The philosophy behind composable components

docs/writing-capabilities.md

@@ -0,0 +1,508 @@
+# Writing Capabilities
+
+A comprehensive guide to creating capabilities for the Claude Code AI workflow system.
+
+> **Official Documentation**: For the most up-to-date Claude Code documentation, see https://code.claude.com/docs
+
+## Component Types
+
+The architecture repository uses two component types:
+
+| Component | Location | Purpose | Invocation |
+|-----------|----------|---------|------------|
+| **Skill** | `skills/<name>/SKILL.md` | Knowledge modules and workflows | Auto-triggered or `/skill-name` |
+| **Agent** | `agents/<name>/AGENT.md` | Isolated subtask handlers | Spawned via Task tool |
+
+### Skills: Two Types
+
+Skills come in two flavors based on the `user-invocable` frontmatter field:
+
+| Type | `user-invocable` | Purpose | Example |
+|------|------------------|---------|---------|
+| **User-invocable** | `true` | Workflows users trigger with `/skill-name` | `/work-issue`, `/dashboard` |
+| **Background** | `false` | Reference knowledge auto-loaded when needed | `gitea`, `issue-writing` |
+
+User-invocable skills replaced the former "commands" - they define workflows that users trigger directly.
+
+### Agents: Isolated Workers
+
+Agents are specialized subprocesses that:
+- Combine multiple skills into focused personas
+- Run with isolated context (don't pollute main conversation)
+- Handle complex subtasks autonomously
+- Can run in parallel or background
+
+---
+
+## Writing Skills
+
+Skills are markdown files in the `skills/` directory, each in its own folder.
+
+### File Structure
+
+```
+skills/
+├── gitea/                    # Background skill
+│   └── SKILL.md
+├── work-issue/               # User-invocable skill
+│   └── SKILL.md
+└── issue-writing/            # Background skill
+    └── SKILL.md
+```
+
+### YAML Frontmatter
+
+Every skill requires YAML frontmatter starting on line 1:
+
+```yaml
+---
+name: skill-name
+description: >
+  What this skill does and when to use it.
+  Include trigger terms for auto-detection.
+model: haiku
+user-invocable: true
+argument-hint: <required-arg> [optional-arg]
+---
+```
+
+#### Required Fields
+
+| Field | Description |
+|-------|-------------|
+| `name` | Lowercase, hyphens only (max 64 chars). Must match directory name. |
+| `description` | What the skill does + when to use (max 1024 chars). Critical for triggering. |
+
+#### Optional Fields
+
+| Field | Description |
+|-------|-------------|
+| `user-invocable` | Whether skill appears in `/` menu. Default: `true` |
+| `model` | Model to use: `haiku`, `sonnet`, `opus` |
+| `argument-hint` | For user-invocable: `<required>`, `[optional]` |
+| `context` | Use `fork` for isolated context |
+| `allowed-tools` | Restrict available tools (YAML list) |
+| `hooks` | Define PreToolUse, PostToolUse, or Stop hooks |
+
+### User-Invocable Skills (Workflows)
+
+These replace the former "commands" - workflows users invoke with `/skill-name`.
+
+**Example: `/work-issue`**
+
+```yaml
+---
+name: work-issue
+description: >
+  Work on a Gitea issue. Fetches issue details and sets up branch.
+  Use when working on issues, implementing features, or when user says /work-issue.
+model: haiku
+argument-hint: <issue-number>
+user-invocable: true
+---
+
+# Work on Issue #$1
+
+@~/.claude/skills/gitea/SKILL.md
+@~/.claude/skills/software-architecture/SKILL.md
+
+1. **View the issue** with `--comments` flag
+2. **Create a branch**: `git checkout -b issue-$1-<short-title>`
+3. **Plan**: Use TodoWrite to break down work
+4. **Implement** following architectural patterns
+5. **Commit** with message referencing the issue
+6. **Push** and **Create PR**
+```
+
+**Key patterns for user-invocable skills:**
+
+1. **Argument handling**: Use `$1`, `$2` for positional arguments
+2. **Skill references**: Use `@~/.claude/skills/name/SKILL.md` to include background skills
+3. **Approval workflows**: Ask before significant actions
+4. **Clear steps**: Numbered, actionable workflow steps
+
+### Background Skills (Reference)
+
+Knowledge modules that Claude applies automatically when context matches.
+
+**Example: `gitea`**
+
+```yaml
+---
+name: gitea
+description: >
+  View, create, and manage Gitea issues and pull requests using tea CLI.
+  Use when working with issues, PRs, or when user mentions tea, gitea.
+model: haiku
+user-invocable: false
+---
+
+# Gitea CLI (tea)
+
+## Common Commands
+
+### Issues
+```bash
+tea issues                    # List open issues
+tea issues <number>           # View issue details
+tea issues create --title "..." --description "..."
+```
+...
+```
+
+**Key patterns for background skills:**
+
+1. **Rich descriptions**: Include trigger terms like tool names, actions
+2. **Reference material**: Commands, templates, patterns, checklists
+3. **No workflow steps**: Just knowledge, not actions
+
+### Writing Effective Descriptions
+
+The `description` field determines when Claude applies the skill. Include:
+
+1. **What the skill does**: Specific capabilities
+2. **When to use it**: Trigger terms users would mention
+
+**Bad:**
+```yaml
+description: Helps with documents
+```
+
+**Good:**
+```yaml
+description: >
+  View, create, and manage Gitea issues and pull requests using tea CLI.
+  Use when working with issues, PRs, viewing issue details, creating pull
+  requests, or when the user mentions tea, gitea, or issue numbers.
+```
+
+### Argument Handling (User-Invocable Skills)
+
+User-invocable skills can accept arguments via `$1`, `$2`, etc.
+
+**Argument hints:**
+- `<arg>` - Required argument
+- `[arg]` - Optional argument
+- `<arg1> [arg2]` - Mix of both
+
+**Example with optional argument:**
+```yaml
+---
+name: groom
+argument-hint: [issue-number]
+---
+
+# Groom Issues
+
+## If issue number provided ($1):
+1. Fetch that specific issue
+2. Evaluate against checklist
+...
+
+## If no argument:
+1. List all open issues
+2. Review each against checklist
+...
+```
+
+### Skill References
+
+User-invocable skills include background skills using file references:
+
+```markdown
+@~/.claude/skills/gitea/SKILL.md
+@~/.claude/skills/issue-writing/SKILL.md
+```
+
+**Important**: Do NOT use phrases like "Use the gitea skill" - skills have ~20% auto-activation rate. File references guarantee the content is loaded.
+
+### Approval Workflows
+
+User-invocable skills should ask for approval before significant actions:
+
+```markdown
+4. **Present plan** for approval
+5. **If approved**, create the issues
+6. **Present summary** with links
+```
+
+---
+
+## Writing Agents
+
+Agents are specialized subprocesses that combine skills for complex, isolated tasks.
+
+### File Structure
+
+```
+agents/
+└── code-reviewer/
+    └── AGENT.md
+```
+
+### YAML Frontmatter
+
+```yaml
+---
+name: code-reviewer
+description: Review code for quality, bugs, and style issues
+model: sonnet
+skills: gitea, code-review
+disallowedTools:
+  - Edit
+  - Write
+---
+```
+
+#### Required Fields
+
+| Field | Description |
+|-------|-------------|
+| `name` | Agent identifier (lowercase, hyphens). Match directory name. |
+| `description` | What the agent does. Used for matching when spawning. |
+
+#### Optional Fields
+
+| Field | Description |
+|-------|-------------|
+| `model` | `haiku`, `sonnet`, `opus`, or `inherit` |
+| `skills` | Comma-separated skill names the agent can access |
+| `disallowedTools` | Block specific tools (e.g., Edit, Write for read-only) |
+| `permissionMode` | `default` or `bypassPermissions` |
+| `hooks` | Define PreToolUse, PostToolUse, or Stop hooks |
+
+### Agent Document Structure
+
+```markdown
+# Agent Name
+
+Brief description of the agent's role.
+
+## Skills
+- skill1
+- skill2
+
+## Capabilities
+What the agent can do.
+
+## When to Use
+Guidance on when to spawn this agent.
+
+## Behavior
+Operational rules and constraints.
+```
+
+### Built-in Agents
+
+Claude Code provides built-in agents - prefer these before creating custom ones:
+
+| Agent | Purpose |
+|-------|---------|
+| **Explore** | Codebase exploration, finding files, searching code |
+| **Plan** | Implementation planning, architectural decisions |
+
+### Skill Composition
+
+Agents gain expertise by combining skills:
+
+```
+┌─────────────────────────────────────────┐
+│         Code Reviewer Agent             │
+│                                         │
+│  ┌─────────┐  ┌─────────────┐           │
+│  │ gitea   │  │ code-review │           │
+│  │ CLI     │  │ patterns    │           │
+│  └─────────┘  └─────────────┘           │
+│                                         │
+└─────────────────────────────────────────┘
+```
+
+### Use Cases for Agents
+
+1. **Parallel processing**: Spawn multiple agents for independent tasks
+2. **Context isolation**: Deep exploration without polluting main context
+3. **Complex workflows**: Iterative decision-making with multiple skills
+4. **Background execution**: Long-running tasks while user continues working
+
+### Model Selection
+
+| Model | Best For |
+|-------|----------|
+| `haiku` | Simple tasks, formatting, batch processing |
+| `sonnet` | Most agent tasks, code review (default choice) |
+| `opus` | Complex analysis, security audits, architectural decisions |
+
+---
+
+## Decision Guide
+
+### When to Create a User-Invocable Skill
+
+Create when you have:
+- Repeatable workflow used multiple times
+- User explicitly triggers the action
+- Clear start and end points
+- Approval checkpoints needed
+
+### When to Create a Background Skill
+
+Create when:
+- You explain the same concepts repeatedly
+- Multiple user-invocable skills need the same knowledge
+- Quality is inconsistent without explicit guidance
+- There's a clear domain that doesn't fit existing skills
+
+### When to Create an Agent
+
+Create when:
+- Multiple skills needed together for complex tasks
+- Context isolation required
+- Parallel execution possible
+- Autonomous exploration needed
+- Specialist persona improves outputs
+
+### Decision Matrix
+
+| Scenario | Component | Reason |
+|----------|-----------|--------|
+| User types `/work-issue 42` | User-invocable skill | Explicit user trigger |
+| Need tea CLI reference | Background skill | Auto-loaded knowledge |
+| Review 20 issues in parallel | Agent | Batch processing, isolation |
+| Create one issue | User-invocable skill | Single workflow |
+| Deep architectural analysis | Agent | Complex, isolated work |
+
+---
+
+## Templates
+
+### User-Invocable Skill Template
+
+```yaml
+---
+name: skill-name
+description: >
+  What this skill does and when to use it.
+  Use when [trigger conditions] or when user says /skill-name.
+model: haiku
+argument-hint: <required> [optional]
+user-invocable: true
+---
+
+# Skill Title
+
+@~/.claude/skills/relevant-skill/SKILL.md
+
+Brief intro if needed.
+
+1. **First step**: What to do
+2. **Second step**: What to do next
+3. **Ask for approval** before significant actions
+4. **Execute** the approved actions
+5. **Present results** with links and summary
+```
+
+### Background Skill Template
+
+```yaml
+---
+name: skill-name
+description: >
+  What this skill teaches and when to use it.
+  Include trigger conditions in description.
+user-invocable: false
+---
+
+# Skill Name
+
+Brief description of what this skill covers.
+
+## Core Concepts
+
+Explain fundamental ideas.
+
+## Patterns and Templates
+
+Provide reusable structures.
+
+## Guidelines
+
+List rules and best practices.
+
+## Examples
+
+Show concrete illustrations.
+
+## Common Mistakes
+
+Document pitfalls to avoid.
+```
+
+### Agent Template
+
+```yaml
+---
+name: agent-name
+description: What this agent does and when to spawn it
+model: sonnet
+skills: skill1, skill2
+---
+
+You are a [role] specialist that [primary function].
+
+## When Invoked
+
+1. **Gather context**: What to collect
+2. **Analyze**: What to evaluate
+3. **Act**: What actions to take
+4. **Report**: How to communicate results
+
+## Output Format
+
+Describe expected output structure.
+
+## Guidelines
+
+- Behavioral rules
+- Constraints
+- Quality standards
+```
+
+---
+
+## Checklists
+
+### Before Creating a User-Invocable Skill
+
+- [ ] Workflow is repeatable (used multiple times)
+- [ ] User explicitly triggers it
+- [ ] File at `skills/<name>/SKILL.md`
+- [ ] `user-invocable: true` in frontmatter
+- [ ] `description` includes "Use when... or when user says /skill-name"
+- [ ] Background skills referenced via `@~/.claude/skills/<name>/SKILL.md`
+- [ ] Approval checkpoints before significant actions
+- [ ] Clear numbered workflow steps
+
+### Before Creating a Background Skill
+
+- [ ] Knowledge used in multiple places
+- [ ] Doesn't fit existing skills
+- [ ] File at `skills/<name>/SKILL.md`
+- [ ] `user-invocable: false` in frontmatter
+- [ ] `description` includes trigger terms
+- [ ] Content is specific and actionable
+
+### Before Creating an Agent
+
+- [ ] Built-in agents (Explore, Plan) aren't sufficient
+- [ ] Context isolation or skill composition needed
+- [ ] File at `agents/<name>/AGENT.md`
+- [ ] `model` selection is deliberate
+- [ ] `skills` list is right-sized
+- [ ] Clear role/persona emerges
+
+---
+
+## See Also
+
+- [ARCHITECTURE.md](../ARCHITECTURE.md): How components fit together
+- [skills/capability-writing/SKILL.md](../skills/capability-writing/SKILL.md): Quick reference

docs/writing-commands.md

@@ -1,663 +0,0 @@
-# Writing Commands
-
-A guide to creating user-facing entry points that trigger workflows.
-
-## What is a Command?
-
-Commands are **user-facing entry points** that trigger workflows. Unlike skills (which encode knowledge) or agents (which execute tasks autonomously), commands define *what* to do—they orchestrate the workflow that users invoke directly.
-
-Think of commands as the interface between users and the system. Users type `/work-issue 42` and the command defines the entire workflow: fetch issue, create branch, implement, commit, push, create PR.
-
-## File Structure
-
-Commands live directly in the `commands/` directory as markdown files:
-
-```
-commands/
-├── work-issue.md
-├── dashboard.md
-├── review-pr.md
-├── create-issue.md
-├── groom.md
-├── roadmap.md
-└── plan-issues.md
-```
-
-### Why Flat Files?
-
-Unlike skills and agents (which use folders), commands are single files because:
-- Commands are self-contained workflow definitions
-- No supporting files needed
-- Simple naming: `/work-issue` maps to `work-issue.md`
-
-## Command Document Structure
-
-A well-structured command file has two parts:
-
-### 1. Frontmatter (YAML Header)
-
-```yaml
----
-description: Brief description shown in command listings
-argument-hint: <required-arg> [optional-arg]
----
-```
-
-| Field | Purpose | Required |
-|-------|---------|----------|
-| `description` | One-line summary for help/listings | Yes |
-| `argument-hint` | Shows expected arguments | If arguments needed |
-
-### 2. Body (Markdown Instructions)
-
-```markdown
-# Command Title
-
-Brief intro if needed.
-
-1. **Step one**: What to do
-2. **Step two**: What to do next
-...
-```
-
-The body contains the workflow steps that Claude follows when the command is invoked.
-
-## Complete Command Example
-
-```markdown
----
-description: Work on a Gitea issue. Fetches issue details and sets up branch.
-argument-hint: <issue-number>
----
-
-# Work on Issue #$1
-
-@~/.claude/skills/gitea/SKILL.md
-
-1. **View the issue** to understand requirements
-2. **Create a branch**: `git checkout -b issue-$1-<short-kebab-title>`
-3. **Plan**: Use TodoWrite to break down the work
-4. **Implement** the changes
-5. **Commit** with message referencing the issue
-6. **Push** the branch to origin
-7. **Create PR** with title "[Issue #$1] <title>" and body "Closes #$1"
-```
-
-## Argument Handling
-
-Commands can accept arguments from the user. Arguments are passed via positional variables: `$1`, `$2`, etc.
-
-### The ARGUMENTS Pattern
-
-When users invoke a command with arguments:
-```
-/work-issue 42
-```
-
-The system provides the arguments via the `$1`, `$2`, etc. placeholders in the command body:
-```markdown
-# Work on Issue #$1
-1. **View the issue** to understand requirements
-```
-
-Becomes:
-```markdown
-# Work on Issue #42
-1. **View the issue** to understand requirements
-```
-
-### Argument Hints
-
-Use `argument-hint` in frontmatter to document expected arguments:
-
-| Pattern | Meaning |
-|---------|---------|
-| `<arg>` | Required argument |
-| `[arg]` | Optional argument |
-| `<arg1> <arg2>` | Multiple required |
-| `[arg1] [arg2]` | Multiple optional |
-| `<required> [optional]` | Mix of both |
-
-Examples:
-```yaml
-argument-hint: <issue-number>           # One required
-argument-hint: [issue-number]           # One optional
-argument-hint: <title> [description]    # Required + optional
-argument-hint: [title] or "batch"       # Choice of modes
-```
-
-### Handling Optional Arguments
-
-Commands often have different behavior based on whether arguments are provided:
-
-```markdown
----
-description: Groom issues. Without argument, reviews all. With argument, grooms specific issue.
-argument-hint: [issue-number]
----
-
-# Groom Issues
-
-@~/.claude/skills/gitea/SKILL.md
-
-## If issue number provided ($1):
-1. **Fetch the issue** details
-2. **Evaluate** against checklist
-...
-
-## If no argument (groom all):
-1. **List open issues**
-2. **Review each** against checklist
-...
-```
-
-### Multiple Modes
-
-Some commands support distinct modes based on the first argument:
-
-```markdown
----
-description: Create issues. Single or batch mode.
-argument-hint: [title] or "batch"
----
-
-# Create Issue(s)
-
-@~/.claude/skills/gitea/SKILL.md
-
-## Single Issue (default)
-If title provided, create an issue with that title.
-
-## Batch Mode
-If $1 is "batch":
-1. Ask user for the plan
-2. Generate list of issues
-3. Show for approval
-4. Create each issue
-```
-
-## Including Skills
-
-Commands include skills using the `@` file reference syntax. This automatically injects the skill content into the command context when the command is invoked.
-
-### File Reference Syntax
-
-Use the `@` prefix followed by the path to the skill file:
-
-```markdown
-# Groom Issues
-
-@~/.claude/skills/gitea/SKILL.md
-@~/.claude/skills/backlog-grooming/SKILL.md
-@~/.claude/skills/issue-writing/SKILL.md
-
-1. **Fetch the issue** details
-2. **Evaluate** against grooming checklist
-...
-```
-
-When the command runs, the content of each referenced skill file is automatically loaded into context.
-
-### Why File References?
-
-**DO NOT** use phrases like "Use the gitea skill" - skills have only ~20% auto-activation rate. File references guarantee the skill content is available.
-
-| Pattern | Behavior |
-|---------|----------|
-| `@~/.claude/skills/gitea/SKILL.md` | Content automatically injected |
-| "Use the gitea skill" | Relies on auto-activation (~20% success) |
-
-### When to Include Skills
-
-| Include explicitly | Skip skill reference |
-|-------------------|---------------------|
-| CLI syntax is needed | Well-known commands |
-| Core methodology required | Simple operations |
-| Quality standards matter | One-off actions |
-| Patterns should be followed | No domain knowledge needed |
-
-## Invoking Agents
-
-Commands can spawn agents for complex subtasks that benefit from skill composition or context isolation.
-
-### Spawning Agents
-
-```markdown
-For comprehensive backlog review, spawn the **product-manager** agent to:
-- Review all open issues
-- Categorize by readiness
-- Propose improvements
-```
-
-### When to Spawn Agents
-
-Spawn an agent when the command needs:
-- **Parallel processing**: Multiple independent tasks
-- **Context isolation**: Deep exploration that would pollute main context
-- **Skill composition**: Multiple skills working together
-- **Autonomous operation**: Let the agent figure out details
-
-### Example: Conditional Agent Spawning
-
-```markdown
-# Groom Issues
-
-## If no argument (groom all):
-For large backlogs (>10 issues), consider spawning the
-product-manager agent to handle the review autonomously.
-```
-
-## Interactive Patterns
-
-Commands often require user interaction for confirmation, choices, or input.
-
-### Approval Workflows
-
-Always ask for approval before significant actions:
-
-```markdown
-5. **Ask for approval** before creating issues
-6. **Create issues** in order
-```
-
-Common approval points:
-- Before creating/modifying resources (issues, PRs, files)
-- Before executing destructive operations
-- When presenting a plan that will be executed
-
-### Presenting Choices
-
-When the command leads to multiple possible actions:
-
-```markdown
-Ask the user what action to take:
-- **Merge**: Approve and merge the PR
-- **Request changes**: Leave feedback without merging
-- **Comment only**: Add a comment for discussion
-```
-
-### Gathering Input
-
-Some commands need to gather information from the user:
-
-```markdown
-## Batch Mode
-If $1 is "batch":
-1. **Ask user** for the plan/direction
-2. Generate list of issues with titles and descriptions
-3. Show for approval
-```
-
-### Presenting Results
-
-Commands should clearly show what was done:
-
-```markdown
-7. **Update dependencies** with actual issue numbers after creation
-8. **Present summary** with links to created issues
-```
-
-Good result presentations include:
-- Tables for lists of items
-- Links for created resources
-- Summaries of changes made
-- Next step suggestions
-
-## Annotated Examples
-
-Let's examine existing commands to understand effective patterns.
-
-### Example 1: work-issue (Linear Workflow)
-
-```markdown
----
-description: Work on a Gitea issue. Fetches issue details and sets up branch.
-argument-hint: <issue-number>
----
-
-# Work on Issue #$1
-
-@~/.claude/skills/gitea/SKILL.md
-
-1. **View the issue** to understand requirements
-2. **Create a branch**: `git checkout -b issue-$1-<short-kebab-title>`
-3. **Plan**: Use TodoWrite to break down the work
-4. **Implement** the changes
-5. **Commit** with message referencing the issue
-6. **Push** the branch to origin
-7. **Create PR** with title "[Issue #$1] <title>" and body "Closes #$1"
-```
-
-**Key patterns:**
-- **Linear workflow**: Clear numbered steps in order
-- **Required argument**: `<issue-number>` means must provide
-- **Variable substitution**: `$1` used throughout
-- **Skill reference**: Uses gitea skill for CLI knowledge
-- **Git integration**: Branch and push steps specified
-
-### Example 2: dashboard (No Arguments)
-
-```markdown
----
-description: Show dashboard of open issues, PRs awaiting review, and CI status.
----
-
-# Repository Dashboard
-
-@~/.claude/skills/gitea/SKILL.md
-
-Fetch and display:
-1. All open issues
-2. All open PRs
-
-Format as tables showing issue/PR number, title, and author.
-```
-
-**Key patterns:**
-- **No argument-hint**: Command takes no arguments
-- **Output formatting**: Specifies how to present results
-- **Aggregation**: Combines multiple data sources
-- **Simple workflow**: Just fetch and display
-
-### Example 3: groom (Optional Argument with Modes)
-
-```markdown
----
-description: Groom and improve issues. Without argument, reviews all. With argument, grooms specific issue.
-argument-hint: [issue-number]
----
-
-# Groom Issues
-
-@~/.claude/skills/gitea/SKILL.md
-@~/.claude/skills/backlog-grooming/SKILL.md
-@~/.claude/skills/issue-writing/SKILL.md
-
-## If issue number provided ($1):
-1. **Fetch the issue** details
-2. **Evaluate** against grooming checklist
-3. **Suggest improvements** for:
-   - Title clarity
-   - Description completeness
-   - Acceptance criteria quality
-4. **Ask user** if they want to apply changes
-5. **Update issue** if approved
-
-## If no argument (groom all):
-1. **List open issues**
-2. **Review each** against grooming checklist
-3. **Categorize**: Ready / Needs work / Stale
-4. **Present summary** table
-5. **Offer to improve** issues that need work
-```
-
-**Key patterns:**
-- **Optional argument**: `[issue-number]` with brackets
-- **Mode switching**: Different behavior based on argument presence
-- **Skill file references**: Uses `@~/.claude/skills/` to include multiple skills
-- **Approval workflow**: "Ask user if they want to apply changes"
-- **Categorization**: Groups items for presentation
-
-### Example 4: plan-issues (Complex Workflow)
-
-```markdown
----
-description: Plan and create issues for a feature. Breaks down work into well-structured issues.
-argument-hint: <feature-description>
----
-
-# Plan Feature: $1
-
-@~/.claude/skills/gitea/SKILL.md
-@~/.claude/skills/roadmap-planning/SKILL.md
-@~/.claude/skills/issue-writing/SKILL.md
-
-1. **Understand the feature**: Analyze what "$1" involves
-2. **Explore the codebase** if needed to understand context
-3. **Break down** into discrete, actionable issues
-4. **Present the plan**:
-   ```
-   ## Proposed Issues for: $1
-
-   1. [Title] - Brief description
-      Dependencies: none
-   ...
-   ```
-5. **Ask for approval** before creating issues
-6. **Create issues** in order
-7. **Update dependencies** with actual issue numbers
-8. **Present summary** with links to created issues
-```
-
-**Key patterns:**
-- **Multi-skill composition**: Includes three skills via `@~/.claude/skills/`
-- **Codebase exploration**: May need to understand context
-- **Structured output**: Template for presenting the plan
-- **Two-phase execution**: Plan first, then execute after approval
-- **Dependency management**: Creates issues in order, updates references
-
-### Example 5: review-pr (Action Choices)
-
-```markdown
----
-description: Review a Gitea pull request. Fetches PR details, diff, and comments.
-argument-hint: <pr-number>
----
-
-# Review PR #$1
-
-@~/.claude/skills/gitea/SKILL.md
-
-1. **View PR details** including description and metadata
-2. **Get the diff** to review the changes
-
-Review the changes and provide feedback on:
-- Code quality
-- Potential bugs
-- Test coverage
-- Documentation
-
-Ask the user what action to take:
-- **Merge**: Approve and merge the PR
-- **Request changes**: Leave feedback without merging
-- **Comment only**: Add a comment for discussion
-```
-
-**Key patterns:**
-- **Information gathering**: Fetches context before analysis
-- **Review criteria**: Checklist of what to examine
-- **Action menu**: Clear choices with explanations
-- **User decides outcome**: Command presents options, user chooses
-
-## Naming Conventions
-
-### Command File Names
-
-- Use **kebab-case**: `work-issue.md`, `plan-issues.md`
-- Use **verbs or verb phrases**: Commands are actions
-- Be **concise**: 1-3 words is ideal
-- Match the **invocation**: `/work-issue` → `work-issue.md`
-
-Good names:
-- `work-issue` - Action + target
-- `dashboard` - What it shows
-- `review-pr` - Action + target
-- `plan-issues` - Action + target
-- `groom` - Action (target implied)
-
-Avoid:
-- `issue-work` - Noun-first is awkward
-- `do-stuff` - Too vague
-- `manage-issues-and-prs` - Too long
-
-### Command Titles
-
-The H1 title can be more descriptive than the filename:
-
-| Filename | Title |
-|----------|-------|
-| `work-issue.md` | Work on Issue #$1 |
-| `dashboard.md` | Repository Dashboard |
-| `plan-issues.md` | Plan Feature: $1 |
-
-## Best Practices
-
-### 1. Design Clear Workflows
-
-Each step should be unambiguous:
-
-**Vague:**
-```markdown
-1. Handle the issue
-2. Do the work
-3. Finish up
-```
-
-**Clear:**
-```markdown
-1. **View the issue** to understand requirements
-2. **Create a branch**: `git checkout -b issue-$1-<title>`
-3. **Plan**: Use TodoWrite to break down the work
-```
-
-### 2. Show Don't Tell
-
-Include actual commands and expected outputs:
-
-**Telling:**
-```markdown
-List the open issues.
-```
-
-**Showing:**
-```markdown
-Fetch all open issues and format as table:
-| # | Title | Author |
-|---|-------|--------|
-```
-
-### 3. Always Ask Before Acting
-
-Never modify resources without user approval:
-
-```markdown
-4. **Present plan** for approval
-5. **If approved**, create the issues
-```
-
-### 4. Handle Edge Cases
-
-Consider what happens when things are empty or unexpected:
-
-```markdown
-## If no argument (groom all):
-1. **List open issues**
-2. If no issues found, report "No open issues to groom"
-3. Otherwise, **review each** against checklist
-```
-
-### 5. Provide Helpful Output
-
-End with useful information:
-
-```markdown
-8. **Present summary** with:
-   - Links to created issues
-   - Dependency graph
-   - Suggested next steps
-```
-
-### 6. Keep Commands Focused
-
-One command = one workflow. If doing multiple unrelated things, split into separate commands.
-
-**Too broad:**
-```markdown
-# Manage Everything
-Handle issues, PRs, deployments, and documentation...
-```
-
-**Focused:**
-```markdown
-# Review PR #$1
-Review and take action on a pull request...
-```
-
-## When to Create a Command
-
-Create a command when you have:
-
-1. **Repeatable workflow**: Same steps used multiple times
-2. **User-initiated action**: User explicitly triggers it
-3. **Clear start and end**: Workflow has defined boundaries
-4. **Consistent behavior needed**: Should work the same every time
-
-### Signs You Need a New Command
-
-- You're explaining the same workflow repeatedly
-- Users would benefit from a single invocation
-- Multiple tools need orchestration
-- Approval checkpoints are needed
-
-### Signs You Don't Need a Command
-
-- It's a one-time action
-- No workflow orchestration needed
-- A skill reference is sufficient
-- An agent could handle it autonomously
-
-## Command Lifecycle
-
-### 1. Design
-
-Define the workflow:
-- What triggers it?
-- What arguments does it need?
-- What steps are involved?
-- Where are approval points?
-- What does success look like?
-
-### 2. Implement
-
-Create the command file:
-- Clear frontmatter
-- Step-by-step workflow
-- Skill references where needed
-- Approval checkpoints
-- Output formatting
-
-### 3. Test
-
-Verify the workflow:
-- Run with typical arguments
-- Test edge cases (no args, invalid args)
-- Confirm approval points work
-- Check output formatting
-
-### 4. Document
-
-Update references:
-- Add to ARCHITECTURE.md table
-- Update README if user-facing
-- Note any skill/agent dependencies
-
-## Checklist: Before Submitting a New Command
-
-- [ ] File is at `commands/<name>.md`
-- [ ] Name follows kebab-case verb convention
-- [ ] Frontmatter includes description
-- [ ] Frontmatter includes argument-hint (if arguments needed)
-- [ ] Workflow steps are clear and numbered
-- [ ] Commands and tools are specified explicitly
-- [ ] Skills are included via `@~/.claude/skills/<name>/SKILL.md` file references
-- [ ] Approval points exist before significant actions
-- [ ] Edge cases are handled (no data, invalid input)
-- [ ] Output formatting is specified
-- [ ] ARCHITECTURE.md is updated with new command
-
-## See Also
-
-- [ARCHITECTURE.md](../ARCHITECTURE.md): How commands fit into the overall system
-- [writing-skills.md](writing-skills.md): Creating skills that commands reference
-- [writing-agents.md](writing-agents.md): Creating agents that commands spawn
-- [VISION.md](../VISION.md): The philosophy behind composable components

docs/writing-skills.md

@@ -1,513 +0,0 @@
-# Writing Skills
-
-A guide to creating reusable knowledge modules for the Claude Code AI workflow system.
-
-> **Official Documentation**: For the most up-to-date information, see https://code.claude.com/docs/en/skills
-
-## What is a Skill?
-
-Skills are **model-invoked knowledge modules**—Claude automatically applies them when your request matches their description. Unlike commands (which require explicit `/command` invocation), skills are triggered automatically based on semantic matching.
-
-## YAML Frontmatter (Required)
-
-Every `SKILL.md` file **must** start with YAML frontmatter. This is how Claude discovers and triggers skills.
-
-### Format Requirements
-
-- Must start with `---` on **line 1** (no blank lines before it)
-- Must end with `---` before the markdown content
-- Use spaces for indentation (not tabs)
-
-### Required Fields
-
-| Field | Required | Description |
-|-------|----------|-------------|
-| `name` | **Yes** | Lowercase letters, numbers, and hyphens only (max 64 chars). Should match directory name. |
-| `description` | **Yes** | What the skill does and when to use it (max 1024 chars). **This is critical for triggering.** |
-
-### Optional Fields
-
-| Field | Description |
-|-------|-------------|
-| `allowed-tools` | **Restricts** which tools Claude can use when this skill is active. If omitted, no restrictions apply. |
-| `model` | Specific model to use when skill is active (e.g., `claude-sonnet-4-20250514`). |
-
-### Writing Effective Descriptions
-
-The `description` field determines when Claude applies the skill. A good description answers:
-
-1. **What does this skill do?** List specific capabilities.
-2. **When should Claude use it?** Include trigger terms users would mention.
-
-**Bad (too vague):**
-```yaml
-description: Helps with documents
-```
-
-**Good (specific with trigger terms):**
-```yaml
-description: View, create, and manage Gitea issues and pull requests using tea CLI. Use when working with issues, PRs, viewing issue details, creating pull requests, adding comments, merging PRs, or when the user mentions tea, gitea, issue numbers, or PR numbers.
-```
-
-### Example Frontmatter
-
-```yaml
----
-name: gitea
-description: View, create, and manage Gitea issues and pull requests using tea CLI. Use when working with issues, PRs, viewing issue details, creating pull requests, or when the user mentions tea, gitea, or issue numbers.
----
-
-# Gitea CLI (tea)
-
-[Rest of skill content...]
-```
-
-## Subagents and Skills
-
-Subagents **do not automatically inherit skills** from the main conversation. To give a subagent access to skills, list them in the agent's `skills` field:
-
-```yaml
----
-name: code-reviewer
-description: Review code for quality and best practices
-skills: gitea, code-review
----
-```
-
-## File Structure
-
-Skills live in the `skills/` directory, each in its own folder:
-
-```
-skills/
-├── gitea/
-│   └── SKILL.md
-├── issue-writing/
-│   └── SKILL.md
-├── backlog-grooming/
-│   └── SKILL.md
-└── roadmap-planning/
-    └── SKILL.md
-```
-
-### Why SKILL.md?
-
-The uppercase `SKILL.md` filename:
-- Makes the skill file immediately visible in directory listings
-- Follows a consistent convention across all skills
-- Clearly identifies the primary file in a skill folder
-
-### Supporting Files (Optional)
-
-A skill folder can contain additional files if needed:
-
-```
-skills/
-└── complex-skill/
-    ├── SKILL.md           # Main skill document (required)
-    ├── templates/         # Template files
-    │   └── example.md
-    └── examples/          # Extended examples
-        └── case-study.md
-```
-
-However, prefer keeping everything in `SKILL.md` when possible—it's easier to maintain and reference.
-
-## Skill Document Structure
-
-A well-structured `SKILL.md` follows this pattern:
-
-```markdown
-# Skill Name
-
-Brief description of what this skill covers.
-
-## Core Concepts
-Explain the fundamental ideas Claude needs to understand.
-
-## Patterns and Templates
-Provide reusable structures and formats.
-
-## Guidelines
-List rules, best practices, and quality standards.
-
-## Examples
-Show concrete illustrations of the skill in action.
-
-## Common Mistakes
-Document pitfalls to avoid.
-
-## Reference
-Quick-reference tables, checklists, or commands.
-```
-
-Not every skill needs all sections—include what's relevant. Some skills are primarily patterns (like `issue-writing`), others are reference-heavy (like `gitea`).
-
-## How Skills are Discovered and Triggered
-
-Skills are **model-invoked**: Claude decides which skills to use based on your request.
-
-### Discovery Process
-
-1. **At startup**: Claude loads only the `name` and `description` of each available skill
-2. **On request**: Claude matches your request against skill descriptions using semantic similarity
-3. **Activation**: When a match is found, Claude asks to use the skill before loading the full content
-
-### Subagent Access
-
-Subagents (defined in `.claude/agents/`) must explicitly list which skills they can use:
-
-```yaml
----
-name: product-manager
-description: Manages backlog and roadmap
-skills: gitea, issue-writing, backlog-grooming, roadmap-planning
----
-```
-
-**Important**: Built-in agents and the Task tool do not have access to skills. Only custom subagents with an explicit `skills` field can use them.
-
-### Skills Can Reference Other Skills
-
-Skills can mention other skills for related knowledge:
-
-```markdown
-# Roadmap Planning
-
-...
-
-When creating issues, follow the patterns in the **issue-writing** skill.
-Use **gitea** commands to create the issues.
-```
-
-This creates a natural knowledge hierarchy without duplicating content.
-
-## Naming Conventions
-
-### Skill Folder Names
-
-- Use **kebab-case**: `issue-writing`, `backlog-grooming`
-- Be **descriptive**: name should indicate the skill's domain
-- Be **concise**: 2-3 words is ideal
-- Avoid generic names: `utils`, `helpers`, `common`
-
-Good names:
-- `gitea` - Tool-specific knowledge
-- `issue-writing` - Activity-focused
-- `backlog-grooming` - Process-focused
-- `roadmap-planning` - Task-focused
-
-### Skill Titles
-
-The H1 title in `SKILL.md` should match the folder name in Title Case:
-
-| Folder | Title |
-|--------|-------|
-| `gitea` | Forgejo CLI (fj) |
-| `issue-writing` | Issue Writing |
-| `backlog-grooming` | Backlog Grooming |
-| `roadmap-planning` | Roadmap Planning |
-
-## Best Practices
-
-### 1. Keep Skills Focused
-
-Each skill should cover **one domain, one concern**. If your skill document is getting long or covers multiple unrelated topics, consider splitting it.
-
-**Too broad:**
-```markdown
-# Project Management
-How to manage issues, PRs, releases, and documentation...
-```
-
-**Better:**
-```markdown
-# Issue Writing
-How to write clear, actionable issues.
-```
-
-### 2. Be Specific, Not Vague
-
-Provide concrete patterns, not abstract principles.
-
-**Vague:**
-```markdown
-## Writing Good Titles
-Titles should be clear and descriptive.
-```
-
-**Specific:**
-```markdown
-## Writing Good Titles
-- Start with action verb: "Add", "Fix", "Update", "Remove"
-- Be specific: "Add user authentication" not "Auth stuff"
-- Keep under 60 characters
-```
-
-### 3. Include Actionable Examples
-
-Every guideline should have an example showing what it looks like in practice.
-
-```markdown
-### Acceptance Criteria
-
-Good criteria are:
-- **Specific**: "User sees error message" not "Handle errors"
-- **Testable**: Can verify pass/fail
-- **User-focused**: What the user experiences
-
-Examples:
-- [ ] Login form validates email format before submission
-- [ ] Invalid credentials show "Invalid email or password" message
-- [ ] Successful login redirects to dashboard
-```
-
-### 4. Use Templates for Repeatability
-
-When the skill involves creating structured content, provide copy-paste templates:
-
-```markdown
-### Feature Request Template
-
-\```markdown
-## Summary
-What feature and why it's valuable.
-
-## Acceptance Criteria
-- [ ] Criterion 1
-- [ ] Criterion 2
-
-## Context
-Additional background or references.
-\```
-```
-
-### 5. Include Checklists for Verification
-
-Checklists help ensure consistent quality:
-
-```markdown
-## Grooming Checklist
-
-For each issue, verify:
-- [ ] Starts with action verb
-- [ ] Has acceptance criteria
-- [ ] Scope is clear
-- [ ] Dependencies identified
-```
-
-### 6. Document Common Mistakes
-
-Help avoid pitfalls by documenting what goes wrong:
-
-```markdown
-## Common Mistakes
-
-### Vague Titles
-- Bad: "Fix bug"
-- Good: "Fix login form validation on empty email"
-
-### Missing Acceptance Criteria
-Every issue needs specific, testable criteria.
-```
-
-### 7. Keep It Current
-
-Skills should reflect current practices. When workflows change:
-- Update the skill document
-- Remove obsolete patterns
-- Add new best practices
-
-## Annotated Examples
-
-Let's examine the existing skills to understand effective patterns.
-
-### Example 1: gitea (Tool Reference)
-
-The `gitea` skill is a **tool reference**—it documents how to use a specific CLI tool.
-
-```markdown
-# Forgejo CLI (fj)
-
-Command-line interface for interacting with Forgejo repositories.
-
-## Authentication
-The `tea` CLI authenticates via `tea auth login`. Credentials are stored locally.
-
-## Common Commands
-
-### Issues
-\```bash
-# List issues
-tea issue search -s open              # Open issues
-tea issue search -s closed            # Closed issues
-...
-\```
-```
-
-**Key patterns:**
-- Organized by feature area (Issues, Pull Requests, Repository)
-- Includes actual command syntax with comments
-- Covers common use cases, not exhaustive documentation
-- Tips section for non-obvious behaviors
-
-### Example 2: issue-writing (Process Knowledge)
-
-The `issue-writing` skill is **process knowledge**—it teaches how to do something well.
-
-```markdown
-# Issue Writing
-
-How to write clear, actionable issues.
-
-## Issue Structure
-
-### Title
-- Start with action verb: "Add", "Fix", "Update", "Remove"
-- Be specific: "Add user authentication" not "Auth stuff"
-- Keep under 60 characters
-
-### Description
-\```markdown
-## Summary
-One paragraph explaining what and why.
-
-## Acceptance Criteria
-- [ ] Specific, testable requirement
-...
-\```
-```
-
-**Key patterns:**
-- Clear guidelines with specific rules
-- Templates for different issue types
-- Good/bad examples for each guideline
-- Covers the full lifecycle (structure, criteria, labels, dependencies)
-
-### Example 3: backlog-grooming (Workflow Checklist)
-
-The `backlog-grooming` skill is a **workflow checklist**—it provides a systematic process.
-
-```markdown
-# Backlog Grooming
-
-How to review and improve existing issues.
-
-## Grooming Checklist
-
-For each issue, verify:
-
-### 1. Title Clarity
-- [ ] Starts with action verb
-- [ ] Specific and descriptive
-- [ ] Understandable without reading description
-...
-```
-
-**Key patterns:**
-- Structured as a checklist with categories
-- Each item is a yes/no verification
-- Includes workflow steps (Grooming Workflow section)
-- Questions to guide decision-making
-
-### Example 4: roadmap-planning (Strategy Guide)
-
-The `roadmap-planning` skill is a **strategy guide**—it teaches how to think about a problem.
-
-```markdown
-# Roadmap Planning
-
-How to plan features and create issues for implementation.
-
-## Planning Process
-
-### 1. Understand the Goal
-- What capability or improvement is needed?
-- Who benefits and how?
-- What's the success criteria?
-
-### 2. Break Down the Work
-- Identify distinct components
-- Define boundaries between pieces
-...
-```
-
-**Key patterns:**
-- Process-oriented with numbered steps
-- Multiple breakdown strategies (by layer, by user story, by component)
-- Concrete examples showing the pattern applied
-- Questions to guide planning decisions
-
-## When to Create a New Skill
-
-Create a skill when you find yourself:
-
-1. **Explaining the same concepts repeatedly** across different conversations
-2. **Wanting consistent quality** in a specific area
-3. **Building up domain expertise** that should persist
-4. **Needing a reusable reference** for commands or agents
-
-### Signs You Need a New Skill
-
-- You're copy-pasting the same guidelines
-- Multiple commands need the same knowledge
-- Quality is inconsistent without explicit guidance
-- There's a clear domain that doesn't fit existing skills
-
-### Signs You Don't Need a New Skill
-
-- The knowledge is only used once
-- It's already covered by an existing skill
-- It's too generic to be actionable
-- It's better as part of a command's instructions
-
-## Skill Lifecycle
-
-### 1. Draft
-
-Start with the essential content:
-- Core patterns and templates
-- Key guidelines
-- A few examples
-
-### 2. Refine
-
-As you use the skill, improve it:
-- Add examples from real usage
-- Clarify ambiguous guidelines
-- Remove unused content
-
-### 3. Maintain
-
-Keep skills current:
-- Update when practices change
-- Remove obsolete patterns
-- Add newly discovered best practices
-
-## Checklist: Before Submitting a New Skill
-
-### Frontmatter (Critical)
-- [ ] YAML frontmatter starts on line 1 (no blank lines before `---`)
-- [ ] `name` field uses lowercase letters, numbers, and hyphens only
-- [ ] `name` matches the directory name
-- [ ] `description` lists specific capabilities
-- [ ] `description` includes "Use when..." with trigger terms
-
-### File Structure
-- [ ] File is at `skills/<name>/SKILL.md`
-- [ ] Name follows kebab-case convention
-
-### Content Quality
-- [ ] Skill focuses on a single domain
-- [ ] Guidelines are specific and actionable
-- [ ] Examples illustrate each major point
-- [ ] Templates are provided where appropriate
-- [ ] Common mistakes are documented
-
-### Integration
-- [ ] Skill is listed in relevant subagent `skills` fields if needed
-
-## See Also
-
-- [ARCHITECTURE.md](../ARCHITECTURE.md): How skills fit into the overall system
-- [VISION.md](../VISION.md): The philosophy behind composable components

learnings/README.md

@@ -4,7 +4,7 @@ This folder captures learnings from retrospectives and day-to-day work. Learning
 
 1. **Historical record**: What we learned and when
 2. **Governance reference**: Why we work the way we do
-3. **Encoding source**: Input that gets encoded into skills, commands, and agents
+3. **Encoding source**: Input that gets encoded into skills and agents
 
 ## The Learning Flow
 
@@ -17,7 +17,7 @@ Experience → Learning captured → Encoded into system → Knowledge is action
             - Periodic review
 ```
 
-Learnings are **not** the final destination. They are inputs that get encoded into commands, skills, and agents where Claude can actually use them. But we keep the learning file as a record of *why* we encoded what we did.
+Learnings are **not** the final destination. They are inputs that get encoded into skills and agents where Claude can actually use them. But we keep the learning file as a record of *why* we encoded what we did.
 
 ## Writing a Learning
 
@@ -40,8 +40,7 @@ The insight we gained. Be specific and actionable.
 Where this learning has been (or will be) encoded:
 
 - `skills/xxx/SKILL.md` - What was added/changed
-- `commands/xxx.md` - What was added/changed
+- `agents/xxx/AGENT.md` - What was added/changed
-- `agents/xxx/agent.md` - What was added/changed
 
 If not yet encoded, note: "Pending: Issue #XX"
 
@@ -54,7 +53,7 @@ What this learning means for how we work going forward. This is the "why" that j
 
 1. **Capture the learning** in this folder
 2. **Create an issue** to encode it into the appropriate location
-3. **Update the skill/command/agent** with the encoded knowledge
+3. **Update the skill/agent** with the encoded knowledge
 4. **Update the learning file** with the "Encoded In" references
 
 The goal: Claude should be able to *use* the learning, not just *read* about it.
@@ -63,8 +62,8 @@ The goal: Claude should be able to *use* the learning, not just *read* about it.
 
 | Learning Type | Encode In |
 |---------------|-----------|
-| How to use a tool | `skills/` |
+| How to use a tool | `skills/` (background skill) |
-| Workflow improvement | `commands/` |
+| Workflow improvement | `skills/` (user-invocable skill) |
 | Subtask behavior | `agents/` |
 | Organization belief | `manifesto.md` |
 | Product direction | `vision.md` (in product repo) |

manifesto.md

@@ -2,32 +2,41 @@
 
 ## Who We Are
 
-We are a small, focused team of AI-native builders. We believe the future of software development is human-AI collaboration, and we're building the tools and practices to make that real.
+We are a small, focused team building tools that make work easier. We believe software should support business processes without requiring everyone to become a developer. We build in public - sharing our AI-augmented development practices, tools, and learnings with the developer community.
-
-We move fast with intention. We value quality over quantity. We encode our knowledge into systems that amplify what we can accomplish.
 
 ## Who We Serve
 
-### Solo Developer
+### Domain Experts
-The individual shipping side projects, MVPs, or freelance work. Time is their scarcest resource. They context-switch between coding, design, ops, and everything else. They need to move fast without sacrificing quality, and they can't afford to remember every command or best practice.
+Business analysts, operations managers, process owners - people who understand their domain deeply but shouldn't need to code. They want to create and evolve software solutions that support their processes directly, without waiting for IT or hiring developers.
 
-### Small Team (2-5 people)
+### Agencies & Consultancies
-The startup or small product team that needs to punch above their weight. They don't have dedicated specialists for every function. They need consistency across contributors and visibility into what's happening without heavyweight process.
+Teams building solutions for clients using our platform. They need speed, consistency, and the ability to deliver maintainable solutions across engagements. Every efficiency gain multiplies across projects.
 
-### Agency / Consultancy
+### Organizations
-Building for clients under deadlines. They need speed, consistency, and the ability to apply learnings across projects. Every efficiency gain multiplies across engagements.
+From small businesses to enterprises - any organization that needs maintainable software to support their business processes. They benefit from solutions built on our platform, whether created by their own domain experts or by agencies on their behalf.
 
 ## What They're Trying to Achieve
 
-- "Help me ship without getting bogged down in repetitive tasks"
+- "Help me create software that supports my business process without learning to code"
-- "Help me maintain quality without slowing down"
+- "Help me evolve my solutions as my business changes"
-- "Help me know what to work on next without checking multiple tools"
+- "Help me deliver maintainable solutions to clients faster"
-- "Help me apply best practices without memorizing them"
+- "Help me get software that actually fits how we work"
-- "Help me onboard to codebases faster"
+- "Help me reduce dependency on developers for business process changes"
-- "Help me stay in flow instead of context-switching"
 
 ## What We Believe
 
+### Empowering Domain Experts
+
+We believe the people closest to business problems should be able to solve them:
+
+- **Domain expertise matters most.** The person who understands the process deeply is better positioned to design the solution than a developer translating requirements.
+
+- **Low-code removes barriers.** When domain experts can create and evolve solutions directly, organizations move faster and get better-fitting software.
+
+- **Maintainability enables evolution.** Business processes change. Software that supports them must be easy to adapt without starting over.
+
+- **Technology should disappear.** The best tools get out of the way. Domain experts should think about their processes, not about technology.
+
 ### AI-Augmented Development
 
 We believe AI fundamentally changes how software is built:
@@ -42,6 +51,20 @@ We believe AI fundamentally changes how software is built:
 
 - **Iteration speed is a competitive advantage.** The faster you can go from idea to deployed code to learning, the faster you improve. AI collapses the feedback loop.
 
+### Architecture Beliefs
+
+We believe certain outcomes matter more than others when building systems:
+
+- **Auditability by default.** Systems should remember what happened, not just current state. History is valuable - for debugging, compliance, understanding, and recovery.
+
+- **Business language in code.** The words domain experts use should appear in the codebase. When code mirrors how the business thinks, everyone can reason about it.
+
+- **Independent evolution.** Parts of the system should change without breaking other parts. Loose coupling isn't just nice - it's how small teams stay fast as systems grow.
+
+- **Explicit over implicit.** Intent should be visible. Side effects should be traceable. When something important happens, the system should make that obvious.
+
+See [software-architecture.md](./software-architecture.md) for the patterns we use to achieve these outcomes.
+
 ### Quality Without Ceremony
 
 - Ship small, ship often
@@ -55,6 +78,13 @@ We believe AI fundamentally changes how software is built:
 - Automation should free humans for judgment calls
 - The goal is flow, not burnout
 
+### Resource Efficiency
+
+- Software should run well on modest hardware
+- Cloud cost and energy consumption matter
+- ARM64-native where possible - better performance per watt
+- Bloated software is a sign of poor engineering, not rich features
+
 ## Guiding Principles
 
 1. **Encode, don't document.** If something is important enough to write down, it's important enough to encode into a skill, command, or agent that can act on it.
@@ -69,10 +99,10 @@ We believe AI fundamentally changes how software is built:
 
 ## Non-Goals
 
-- **Building for enterprises with complex compliance needs.** We optimize for speed and small teams, not audit trails and approval workflows.
+- **Replacing human judgment.** AI and low-code tools augment human decision-making; they don't replace it. Domain expertise, critical thinking, and understanding of business context remain human responsibilities.
 
 - **Supporting every tool and platform.** We go deep on our chosen stack rather than shallow on everything.
 
-- **Replacing developer judgment.** AI augments human decision-making; it doesn't replace it. Critical thinking, architecture decisions, and user empathy remain human responsibilities.
+- **Building generic software.** We focus on maintainable solutions for business processes, not general-purpose applications.
 
 - **Comprehensive documentation for its own sake.** We encode knowledge into actionable systems. Docs exist to explain the "why," not to duplicate what the system already does.

repos.md

@@ -0,0 +1,71 @@
+# Repository Map
+
+Central registry of all Flowmade repositories.
+
+## How to Use This
+
+Each repo's CLAUDE.md should reference this map for organization context. When working in any repo, Claude can check here to understand how it fits in the bigger picture.
+
+**Status markers:**
+- **Active** - Currently in use
+- **Splitting** - Being broken into smaller repos
+- **Planned** - Will be created (from split or new)
+
+## Repositories
+
+### Organization
+
+| Repo | Purpose | Status | Visibility |
+|------|---------|--------|------------|
+| architecture | Org source of truth: manifesto, Claude tooling, learnings | Active | Public |
+
+### Platform
+
+| Repo | Purpose | Status | Visibility |
+|------|---------|--------|------------|
+| arcadia | Monorepo containing platform code | Splitting | Private |
+| aether | Event sourcing runtime with bytecode VM | Planned (from Arcadia) | Private |
+| iris | WASM UI framework | Planned (from Arcadia) | Public |
+| eskit | ES primitives (aggregates, events, projections, NATS) | Planned (from Arcadia) | Public |
+| adl | Domain language compiler | Planned (from Arcadia) | Private |
+| studio | Visual process designer, EventStorming tools | Planned (from Arcadia) | Private |
+
+### Infrastructure
+
+| Repo | Purpose | Status | Visibility |
+|------|---------|--------|------------|
+| gitserver | K8s-native git server (proves ES/IRIS stack) | Planned | Public |
+
+## Relationships
+
+```
+arcadia (splitting into):
+├── eskit (standalone, foundational)
+├── iris (standalone)
+├── aether (imports eskit)
+├── adl (imports aether)
+└── studio (imports aether, iris, adl)
+
+gitserver (will use):
+├── eskit (event sourcing)
+└── iris (UI)
+```
+
+## Open Source Strategy
+
+See [repo-conventions skill](skills/repo-conventions/SKILL.md) for classification criteria.
+
+**Open source** (public):
+- Generic libraries that benefit from community (eskit, iris)
+- Infrastructure tooling that builds awareness (gitserver)
+- Organization practices and tooling (architecture)
+
+**Proprietary** (private):
+- Core platform IP (aether VM, adl compiler)
+- Product features (studio)
+
+## Related
+
+- [Manifesto](manifesto.md) - Organization identity and beliefs
+- [Issue #53](https://git.flowmade.one/flowmade-one/architecture/issues/53) - Git server proposal
+- [Issue #54](https://git.flowmade.one/flowmade-one/architecture/issues/54) - Arcadia split planning

settings.json

@@ -1,5 +1,4 @@
 {
-  "model": "opus",
   "permissions": {
     "allow": [
       "Bash(git:*)",
@@ -10,13 +9,6 @@
       "WebSearch"
     ]
   },
-  "statusLine": {
-    "type": "command",
-    "command": "input=$(cat); current_dir=$(echo \"$input\" | jq -r '.workspace.current_dir'); model=$(echo \"$input\" | jq -r '.model.display_name'); style=$(echo \"$input\" | jq -r '.output_style.name'); git_info=\"\"; if [ -d \"$current_dir/.git\" ]; then cd \"$current_dir\" && branch=$(git branch --show-current 2>/dev/null) && status=$(git status --porcelain 2>/dev/null | wc -l | tr -d ' ') && git_info=\" [$branch$([ \"$status\" != \"0\" ] && echo \"*\")]\"; fi; printf \"\\033[2m$(whoami)@$(hostname -s) $(basename \"$current_dir\")$git_info | $model ($style)\\033[0m\""
-  },
-  "enabledPlugins": {
-    "gopls-lsp@claude-plugins-official": true
-  },
   "hooks": {
     "PreToolUse": [
       {
@@ -30,5 +22,12 @@
         ]
       }
     ]
+  },
+  "statusLine": {
+    "type": "command",
+    "command": "input=$(cat); current_dir=$(echo \"$input\" | jq -r '.workspace.current_dir'); model=$(echo \"$input\" | jq -r '.model.display_name'); style=$(echo \"$input\" | jq -r '.output_style.name'); git_info=\"\"; if [ -d \"$current_dir/.git\" ]; then cd \"$current_dir\" && branch=$(git branch --show-current 2>/dev/null) && status=$(git status --porcelain 2>/dev/null | wc -l | tr -d ' ') && git_info=\" [$branch$([ \"$status\" != \"0\" ] && echo \"*\")]\"; fi; printf \"\\033[2m$(whoami)@$(hostname -s) $(basename \"$current_dir\")$git_info | $model ($style)\\033[0m\""
+  },
+  "enabledPlugins": {
+    "gopls-lsp@claude-plugins-official": true
   }
 }

skills/arch-refine-issue/SKILL.md

@@ -0,0 +1,170 @@
+---
+name: arch-refine-issue
+description: >
+  Refine an issue with architectural perspective. Analyzes existing codebase patterns
+  and provides implementation guidance. Use when refining issues, adding architectural
+  context, or when user says /arch-refine-issue.
+model: opus
+argument-hint: <issue-number>
+user-invocable: true
+---
+
+# Architecturally Refine Issue #$1
+
+@~/.claude/skills/gitea/SKILL.md
+@~/.claude/skills/issue-writing/SKILL.md
+
+## Overview
+
+Refine an issue in the context of the project's architecture. This command:
+1. Fetches the issue details
+2. Spawns the software-architect agent to analyze the codebase
+3. Identifies how the issue fits existing patterns
+4. Proposes refined description and acceptance criteria
+
+## Process
+
+### Step 1: Fetch Issue Details
+
+```bash
+tea issues $1 --comments
+```
+
+Capture:
+- Title
+- Description
+- Acceptance criteria
+- Any existing discussion
+
+### Step 2: Spawn Software-Architect Agent
+
+Use the Task tool to spawn the software-architect agent for issue refinement analysis:
+
+```
+Task tool with:
+  - subagent_type: "software-architect"
+  - prompt: See prompt below
+```
+
+**Agent Prompt:**
+```
+Analyze the architecture for issue refinement.
+
+ANALYSIS_TYPE: issue-refine
+TARGET: $1
+CONTEXT:
+<issue title and description from step 1>
+
+Repository path: <current working directory>
+
+Focus on:
+1. Understanding existing project structure and patterns
+2. Identifying packages/modules that will be affected
+3. Analyzing existing conventions and code style
+4. Detecting potential architectural concerns
+5. Suggesting implementation approach that fits existing patterns
+```
+
+### Step 3: Parse Agent Analysis
+
+The software-architect agent returns structured output with:
+- Summary of architectural findings
+- Affected packages/modules
+- Pattern recommendations
+- Potential concerns (breaking changes, tech debt, pattern violations)
+- Implementation suggestions
+
+### Step 4: Present Refinement Proposal
+
+Present the refined issue to the user with:
+
+**1. Architectural Context**
+- Affected packages/modules
+- Existing patterns that apply
+- Dependency implications
+
+**2. Concerns and Risks**
+- Breaking changes
+- Tech debt considerations
+- Pattern violations to avoid
+
+**3. Proposed Refinement**
+- Refined description with architectural context
+- Updated acceptance criteria (if needed)
+- Technical notes section
+
+**4. Implementation Guidance**
+- Suggested approach
+- Files likely to be modified
+- Recommended order of changes
+
+### Step 5: User Decision
+
+Ask the user what action to take:
+
+- **Apply**: Update the issue with refined description and technical notes
+- **Edit**: Let user modify the proposal before applying
+- **Skip**: Keep the original issue unchanged
+
+### Step 6: Update Issue (if approved)
+
+If user approves, update the issue using tea CLI:
+
+```bash
+tea issues edit $1 --description "<refined description>"
+```
+
+Add a comment with the architectural analysis:
+
+```bash
+tea comment $1 "## Architectural Analysis
+
+<findings from software-architect agent>
+
+---
+Generated by /arch-refine-issue"
+```
+
+## Output Format
+
+Present findings in a clear, actionable format:
+
+```markdown
+## Architectural Analysis for Issue #$1
+
+### Affected Components
+- `package/name` - Description of impact
+- `another/package` - Description of impact
+
+### Existing Patterns
+- Pattern 1: How it applies
+- Pattern 2: How it applies
+
+### Concerns
+- [ ] Breaking change: description (if applicable)
+- [ ] Tech debt: description (if applicable)
+- [ ] Pattern violation risk: description (if applicable)
+
+### Proposed Refinement
+
+**Updated Description:**
+<refined description>
+
+**Updated Acceptance Criteria:**
+- [ ] Original criteria (unchanged)
+- [ ] New criteria based on analysis
+
+**Technical Notes:**
+<implementation guidance based on architecture>
+
+### Recommended Approach
+1. Step 1
+2. Step 2
+3. Step 3
+```
+
+## Error Handling
+
+- If issue does not exist, inform user
+- If software-architect agent fails, report partial analysis
+- If tea CLI fails, show manual instructions

skills/arch-review-repo/SKILL.md

@@ -0,0 +1,79 @@
+---
+name: arch-review-repo
+description: >
+  Perform a full architecture review of the current repository. Analyzes structure,
+  patterns, dependencies, and generates prioritized recommendations. Use when reviewing
+  architecture, auditing codebase, or when user says /arch-review-repo.
+model: opus
+argument-hint:
+context: fork
+user-invocable: true
+---
+
+# Architecture Review
+
+@~/.claude/skills/software-architecture/SKILL.md
+
+## Process
+
+1. **Identify the repository**: Use the current working directory as the repository path.
+
+2. **Spawn the software-architect agent** for deep analysis:
+
+   ```
+   ANALYSIS_TYPE: repo-audit
+   TARGET: <repository-path>
+   CONTEXT: Full repository architecture review
+   ```
+
+   The agent will:
+   - Analyze directory structure and package organization
+   - Identify patterns and anti-patterns in the codebase
+   - Assess dependency graph and module boundaries
+   - Review test coverage approach
+   - Generate structured findings with prioritized recommendations
+
+3. **Present the results** to the user in this format:
+
+   ```markdown
+   ## Repository Architecture Review: <repo-name>
+
+   ### Structure: <Good|Needs Work>
+   - [Key observations about package organization]
+   - [Directory structure assessment]
+   - [Naming conventions evaluation]
+
+   ### Patterns Identified
+   - [Positive patterns found in the codebase]
+   - [Architectural styles detected (layered, hexagonal, etc.)]
+
+   ### Anti-Patterns Detected
+   - [Anti-pattern name]: [Location and description]
+   - [Anti-pattern name]: [Location and description]
+
+   ### Concerns
+   - [Specific issues that need attention]
+   - [Technical debt areas]
+
+   ### Recommendations (prioritized)
+   1. **P0 - Critical**: [Most urgent recommendation]
+   2. **P1 - High**: [Important improvement]
+   3. **P2 - Medium**: [Nice-to-have improvement]
+   4. **P3 - Low**: [Minor optimization]
+
+   ### Health Score: <A|B|C|D|F>
+   [Brief justification for the grade]
+   ```
+
+4. **Offer follow-up actions**:
+   - Create issues for critical findings
+   - Generate a detailed report
+   - Review specific components in more depth
+
+## Guidelines
+
+- Be specific: Reference exact files, packages, and locations
+- Be actionable: Every finding should have a clear path to resolution
+- Be balanced: Acknowledge what the codebase does well
+- Be proportionate: Focus on high-impact issues first
+- Stay objective: Focus on patterns and principles, not style preferences

skills/backlog-grooming/SKILL.md

@@ -1,6 +1,8 @@
 ---
 name: backlog-grooming
+model: haiku
 description: Review and improve existing issues for clarity and actionability. Use when grooming the backlog, reviewing issue quality, cleaning up stale issues, or when the user wants to improve existing issues.
+user-invocable: false
 ---
 
 # Backlog Grooming

skills/capability-writing/SKILL.md

@@ -0,0 +1,358 @@
+---
+name: capability-writing
+description: >
+  Guide for designing and creating capabilities for the architecture repository.
+  A capability is a cohesive set of components (skill + agent).
+  Use when creating new skills, agents, or extending the
+  AI workflow system. Includes templates, design guidance, and conventions.
+user-invocable: false
+---
+
+# Capability Writing
+
+How to design and create capabilities for the architecture repository using Anthropic's latest best practices (January 2025).
+
+## Core Principles (NEW)
+
+### 1. Conciseness is Critical
+
+**Default assumption: Claude already knows.**
+
+- Don't explain git, tea, standard CLI tools
+- Don't explain concepts Claude understands
+- Only add domain-specific context
+- Keep main SKILL.md under 500 lines
+
+**Bad:** "Git is a version control system. The commit command saves changes..."
+**Good:** "`git commit -m 'feat: add feature'`"
+
+### 2. Progressive Disclosure
+
+Skills can bundle reference files and scripts that load/execute on-demand:
+
+```
+skill-name/
+├── SKILL.md              # Main workflow (200-500 lines)
+├── best-practices.md     # Detailed guidance (loaded when referenced)
+├── examples/
+│   ├── example1.md
+│   └── example2.md
+├── reference/
+│   ├── api-docs.md
+│   └── checklists.md
+└── scripts/              # Bundled with this skill
+    ├── validate.sh       # Executed, not loaded into context
+    └── process.sh
+```
+
+**Benefits:**
+- Main SKILL.md stays concise
+- Reference files load only when Claude references them
+- Scripts execute without consuming context tokens
+- Each skill is self-contained
+
+### 3. Script Bundling
+
+Bundle error-prone bash operations as scripts within the skill:
+
+**Instead of inline bash:**
+```markdown
+5. Create PR: `tea pulls create --title "..." --description "..."`
+```
+
+**Bundle a script:**
+```markdown
+5. **Create PR**: `./scripts/create-pr.sh $issue "$title"`
+```
+
+```bash
+# In skill-name/scripts/create-pr.sh
+#!/bin/bash
+set -e
+# Script handles errors, retries, validation
+```
+
+**When to bundle scripts:**
+- Operations with complex error handling
+- Operations that need retries
+- Operations with multiple validation steps
+- Fragile bash operations
+
+### 4. Degrees of Freedom
+
+Match instruction style to task fragility:
+
+| Degree | When | Example |
+|--------|------|---------|
+| **High** (text) | Multiple valid approaches | "Review code quality and suggest improvements" |
+| **Medium** (template) | Preferred pattern with variation | "Use this template, customize as needed" |
+| **Low** (script) | Fragile operation, exact sequence | "Run: `./scripts/validate.sh`" |
+
+### 5. Model Selection (UPDATED)
+
+**New guidance:** Default to Haiku, justify if not.
+
+| Model | Use When | Cost vs Haiku |
+|-------|----------|---------------|
+| **Haiku** | Simple workflows, validated steps, with scripts | Baseline |
+| **Sonnet** | When Haiku testing shows <80% success rate | 12x more expensive |
+| **Opus** | Deep reasoning, architectural judgment | 60x more expensive |
+
+**Haiku works well when:**
+- Steps are simple and validated
+- Instructions are concise
+- Error-prone operations use scripts
+- Outputs have structured templates
+
+**Test with Haiku first.** Only upgrade if needed.
+
+## Component Overview
+
+| Component | Location | Purpose | Example |
+|-----------|----------|---------|---------|
+| **User-invocable Skill** | `skills/name/SKILL.md` | Workflow users trigger with `/name` | /work-issue, /dashboard |
+| **Background Skill** | `skills/name/SKILL.md` | Knowledge auto-loaded when needed | gitea, issue-writing |
+| **Agent** | `agents/name/AGENT.md` | Isolated subtask handler | code-reviewer |
+
+## When to Use Each Component
+
+### Decision Tree
+
+```
+Start here: What do you need?
+    |
+    +--> Just knowledge to apply automatically?
+    |        --> Background skill (user-invocable: false)
+    |
+    +--> User-initiated workflow?
+    |        --> User-invocable skill (user-invocable: true)
+    |
+    +--> Complex isolated work needing focused context?
+    |        --> User-invocable skill + Agent
+    |
+    +--> New domain expertise + workflow + isolated work?
+             --> Full capability (background skill + user-invocable skill + agent)
+```
+
+**Detailed decision criteria:** See [best-practices.md](best-practices.md)
+
+## Component Templates
+
+### User-Invocable Skill Template
+
+```yaml
+---
+name: skill-name
+description: >
+  What this skill does and when to use it.
+  Use when [trigger conditions] or when user says /skill-name.
+model: haiku
+argument-hint: <required> [optional]
+user-invocable: true
+---
+
+# Skill Title
+
+@~/.claude/skills/relevant-skill/SKILL.md
+
+Brief intro if needed.
+
+1. **First step**: What to do
+2. **Second step**: What to do next
+3. **Ask for approval** before significant actions
+4. **Execute** the approved actions
+5. **Present results** with links and summary
+```
+
+**Complete template with all fields:** See [templates/user-invocable-skill.md](templates/user-invocable-skill.md)
+
+### Background Skill Template
+
+```yaml
+---
+name: skill-name
+description: >
+  What this skill teaches and when to use it.
+  Include trigger conditions in description.
+user-invocable: false
+---
+
+# Skill Name
+
+Brief description of what this skill covers.
+
+## Core Concepts
+## Patterns and Templates
+## Guidelines
+## Examples
+```
+
+**Complete template:** See [templates/background-skill.md](templates/background-skill.md)
+
+### Agent Template
+
+```yaml
+---
+name: agent-name
+description: What this agent does and when to spawn it
+model: haiku
+skills: skill1, skill2
+disallowedTools:
+  - Edit  # For read-only agents
+  - Write
+---
+
+You are a [role] specialist that [primary function].
+
+## When Invoked
+1. **Gather context**
+2. **Analyze**
+3. **Act**
+4. **Report**
+```
+
+**Complete template:** See [templates/agent.md](templates/agent.md)
+
+**Helper script template:** See [templates/helper-script.sh](templates/helper-script.sh)
+
+## Structure Examples
+
+### Simple Skill (< 300 lines, no scripts)
+```
+skills/simple-skill/
+└── SKILL.md
+```
+
+### Progressive Disclosure (with reference files)
+```
+skills/complex-skill/
+├── SKILL.md (~200 lines)
+├── reference/
+│   ├── detailed-guide.md
+│   └── api-reference.md
+└── examples/
+    └── usage-examples.md
+```
+
+### With Bundled Scripts
+```
+skills/skill-with-scripts/
+├── SKILL.md
+├── reference/
+│   └── error-handling.md
+└── scripts/
+    ├── validate.sh
+    └── process.sh
+```
+
+**Detailed examples:** See [examples/](examples/) folder
+
+## Referencing Skills
+
+### In User-Invocable Skills
+
+Use `@` file reference syntax to guarantee background skill content is loaded:
+
+```markdown
+@~/.claude/skills/gitea/SKILL.md
+@~/.claude/skills/issue-writing/SKILL.md
+```
+
+**Important:** Do NOT use phrases like "Use the gitea skill" - file references guarantee the content is available.
+
+### In Agents
+
+List skill names in frontmatter (not paths):
+
+```yaml
+---
+name: product-manager
+skills: gitea, issue-writing, backlog-grooming
+---
+```
+
+## Common Patterns
+
+### Approval Workflow
+```markdown
+4. **Present plan** for approval
+5. **If approved**, create the issues
+6. **Present summary** with links
+```
+
+### Conditional Behavior
+```markdown
+## If issue number provided ($1):
+1. Fetch specific issue
+2. Process it
+
+## If no argument (batch mode):
+1. List all issues
+2. Process each
+```
+
+### Spawning Agents
+```markdown
+9. **Auto-review**: Spawn the `code-reviewer` agent with the PR number
+```
+
+### Read-Only Agents
+```yaml
+---
+name: code-reviewer
+disallowedTools:
+  - Edit
+  - Write
+---
+```
+
+## Quick Reference
+
+**Frontmatter fields:** See [reference/frontmatter-fields.md](reference/frontmatter-fields.md)
+**Model selection:** See [reference/model-selection.md](reference/model-selection.md)
+**Anti-patterns:** See [reference/anti-patterns.md](reference/anti-patterns.md)
+**Best practices:** See [best-practices.md](best-practices.md)
+
+## Naming Conventions
+
+| Component | Convention | Examples |
+|-----------|------------|----------|
+| Skill folder | kebab-case | `software-architecture`, `work-issue` |
+| Skill file | UPPERCASE | `SKILL.md` |
+| Agent folder | kebab-case | `code-reviewer`, `issue-worker` |
+| Agent file | UPPERCASE | `AGENT.md` |
+
+**Skills:** Name after domain/action (good: `gitea`, `work-issue`; bad: `utils`, `helpers`)
+**Agents:** Name by role/persona (good: `code-reviewer`; bad: `helper`, `agent1`)
+
+## Checklists
+
+### Before Creating a User-Invocable Skill
+
+- [ ] Workflow is used multiple times
+- [ ] User explicitly triggers it (not automatic)
+- [ ] Clear start and end points
+- [ ] Frontmatter has `user-invocable: true`
+- [ ] Description includes "Use when... or when user says /skill-name"
+- [ ] Background skills referenced via `@~/.claude/skills/<name>/SKILL.md`
+- [ ] Approval checkpoints before significant actions
+- [ ] File at `skills/<name>/SKILL.md`
+- [ ] **Model defaults to `haiku`** unless justified
+
+### Before Creating a Background Skill
+
+- [ ] Knowledge is used in multiple places (not just once)
+- [ ] Existing skills do not already cover this domain
+- [ ] Content is specific and actionable (not generic)
+- [ ] Frontmatter has `user-invocable: false`
+- [ ] Description includes trigger terms
+- [ ] File at `skills/<name>/SKILL.md`
+
+### Before Creating an Agent
+
+- [ ] Built-in agents (Explore, Plan) are not sufficient
+- [ ] Context isolation or skill composition is needed
+- [ ] Clear role/persona emerges
+- [ ] `model` selection is deliberate (default to `haiku`)
+- [ ] `skills` list is right-sized (not too many)
+- [ ] File at `agents/<name>/AGENT.md`

skills/capability-writing/best-practices.md

@@ -0,0 +1,500 @@
+# Skill Authoring Best Practices
+
+Based on Anthropic's latest agent skills documentation (January 2025).
+
+## Core Principles
+
+### Concise is Key
+
+> "The context window is a public good. Default assumption: Claude is already very smart."
+
+**Only add context Claude doesn't already have.**
+
+**Challenge each piece of information:**
+- "Does Claude really need this explanation?"
+- "Can I assume Claude knows this?"
+- "Does this paragraph justify its token cost?"
+
+**Good example (concise):**
+```markdown
+## Extract PDF text
+
+Use pdfplumber:
+
+\`\`\`python
+import pdfplumber
+with pdfplumber.open("file.pdf") as pdf:
+    text = pdf.pages[0].extract_text()
+\`\`\`
+```
+
+**Bad example (verbose):**
+```markdown
+## Extract PDF text
+
+PDF (Portable Document Format) files are a common file format that contains text,
+images, and other content. To extract text from a PDF, you'll need to use a library.
+There are many libraries available for PDF processing, but we recommend pdfplumber
+because it's easy to use and handles most cases well. First, you'll need to install
+it using pip. Then you can use the code below...
+```
+
+The concise version assumes Claude knows what PDFs are and how libraries work.
+
+### Set Appropriate Degrees of Freedom
+
+Match the level of specificity to the task's fragility and variability.
+
+#### High Freedom (Text-Based Instructions)
+
+Use when multiple approaches are valid:
+
+```markdown
+## Code Review Process
+
+1. Analyze code structure and organization
+2. Check for potential bugs or edge cases
+3. Suggest improvements for readability
+4. Verify adherence to project conventions
+```
+
+#### Medium Freedom (Templates/Pseudocode)
+
+Use when there's a preferred pattern but variation is acceptable:
+
+```markdown
+## Generate Report
+
+Use this template and customize as needed:
+
+\`\`\`python
+def generate_report(data, format="markdown", include_charts=True):
+    # Process data
+    # Generate output in specified format
+    # Optionally include visualizations
+\`\`\`
+```
+
+#### Low Freedom (Exact Scripts)
+
+Use when operations are fragile and error-prone:
+
+```markdown
+## Database Migration
+
+Run exactly this script:
+
+\`\`\`bash
+python scripts/migrate.py --verify --backup
+\`\`\`
+
+Do not modify the command or add additional flags.
+```
+
+**Analogy:** Think of Claude as a robot exploring a path:
+- **Narrow bridge with cliffs**: One safe way forward. Provide specific guardrails (low freedom)
+- **Open field**: Many paths lead to success. Give general direction (high freedom)
+
+### Progressive Disclosure
+
+Split large skills into layers that load on-demand.
+
+#### Three Levels of Loading
+
+| Level | When Loaded | Token Cost | Content |
+|-------|------------|------------|---------|
+| **Level 1: Metadata** | Always (at startup) | ~100 tokens | `name` and `description` from frontmatter |
+| **Level 2: Instructions** | When skill is triggered | Under 5k tokens | SKILL.md body with instructions |
+| **Level 3: Resources** | As needed | Unlimited | Referenced files, scripts |
+
+#### Organizing Large Skills
+
+**Pattern 1: High-level guide with references**
+
+```markdown
+# PDF Processing
+
+## Quick Start
+\`\`\`python
+import pdfplumber
+with pdfplumber.open("file.pdf") as pdf:
+    text = pdf.pages[0].extract_text()
+\`\`\`
+
+## Advanced Features
+**Form filling**: See [FORMS.md](FORMS.md)
+**API reference**: See [REFERENCE.md](REFERENCE.md)
+**Examples**: See [EXAMPLES.md](EXAMPLES.md)
+```
+
+Claude loads FORMS.md, REFERENCE.md, or EXAMPLES.md only when needed.
+
+**Pattern 2: Domain-specific organization**
+
+For skills with multiple domains:
+
+```
+bigquery-skill/
+├── SKILL.md (overview and navigation)
+└── reference/
+    ├── finance.md (revenue, billing metrics)
+    ├── sales.md (opportunities, pipeline)
+    ├── product.md (API usage, features)
+    └── marketing.md (campaigns, attribution)
+```
+
+When user asks about revenue, Claude reads only `reference/finance.md`.
+
+**Pattern 3: Conditional details**
+
+```markdown
+# DOCX Processing
+
+## Creating Documents
+Use docx-js. See [DOCX-JS.md](DOCX-JS.md).
+
+## Editing Documents
+For simple edits, modify XML directly.
+
+**For tracked changes**: See [REDLINING.md](REDLINING.md)
+**For OOXML details**: See [OOXML.md](OOXML.md)
+```
+
+#### Avoid Deeply Nested References
+
+**Keep references one level deep from SKILL.md.**
+
+**Bad (too deep):**
+```
+SKILL.md → advanced.md → details.md → actual info
+```
+
+**Good (one level):**
+```
+SKILL.md → {advanced.md, reference.md, examples.md}
+```
+
+#### Structure Longer Files with TOC
+
+For reference files >100 lines, include a table of contents:
+
+```markdown
+# API Reference
+
+## Contents
+- Authentication and setup
+- Core methods (create, read, update, delete)
+- Advanced features (batch operations, webhooks)
+- Error handling patterns
+- Code examples
+
+## Authentication and Setup
+...
+```
+
+This ensures Claude can see the full scope even with partial reads.
+
+## Script Bundling
+
+### When to Bundle Scripts
+
+Bundle scripts for:
+- **Error-prone operations**: Complex bash with retry logic
+- **Fragile sequences**: Operations requiring exact order
+- **Validation steps**: Checking conditions before proceeding
+- **Reusable utilities**: Operations used in multiple steps
+
+**Benefits of bundled scripts:**
+- More reliable than generated code
+- Save tokens (no code in context)
+- Save time (no code generation)
+- Ensure consistency
+
+### Script Structure
+
+```bash
+#!/bin/bash
+# script-name.sh - Brief description
+#
+# Usage: script-name.sh <param1> <param2>
+#
+# Example: script-name.sh issue-42 "Fix bug"
+
+set -e  # Exit on error
+
+# Input validation
+if [ $# -lt 2 ]; then
+  echo "Usage: $0 <param1> <param2>"
+  exit 1
+fi
+
+param1=$1
+param2=$2
+
+# Main logic with error handling
+if ! some_command; then
+  echo "ERROR: Command failed"
+  exit 1
+fi
+
+# Success output
+echo "SUCCESS: Operation completed"
+```
+
+### Referencing Scripts in Skills
+
+**Make clear whether to execute or read:**
+
+**Execute (most common):**
+```markdown
+7. **Create PR**: `./scripts/create-pr.sh $1 "$title"`
+```
+
+**Read as reference (for understanding complex logic):**
+```markdown
+See `./scripts/analyze-form.py` for the field extraction algorithm
+```
+
+### Solving, Not Punting
+
+Scripts should handle error conditions, not punt to Claude.
+
+**Good (handles errors):**
+```python
+def process_file(path):
+    try:
+        with open(path) as f:
+            return f.read()
+    except FileNotFoundError:
+        print(f"File {path} not found, creating default")
+        with open(path, 'w') as f:
+            f.write('')
+        return ''
+    except PermissionError:
+        print(f"Cannot access {path}, using default")
+        return ''
+```
+
+**Bad (punts to Claude):**
+```python
+def process_file(path):
+    return open(path).read()  # Fails, Claude has to figure it out
+```
+
+## Workflow Patterns
+
+### Plan-Validate-Execute
+
+Add verification checkpoints to catch errors early.
+
+**Example: Workflow with validation**
+
+```markdown
+## PDF Form Filling
+
+Copy this checklist:
+
+\`\`\`
+Progress:
+- [ ] Step 1: Analyze form (run analyze_form.py)
+- [ ] Step 2: Create field mapping (edit fields.json)
+- [ ] Step 3: Validate mapping (run validate_fields.py)
+- [ ] Step 4: Fill form (run fill_form.py)
+- [ ] Step 5: Verify output (run verify_output.py)
+\`\`\`
+
+**Step 1: Analyze**
+Run: `python scripts/analyze_form.py input.pdf`
+
+**Step 2: Create Mapping**
+Edit `fields.json`
+
+**Step 3: Validate**
+Run: `python scripts/validate_fields.py fields.json`
+Fix any errors before continuing.
+
+**Step 4: Fill**
+Run: `python scripts/fill_form.py input.pdf fields.json output.pdf`
+
+**Step 5: Verify**
+Run: `python scripts/verify_output.py output.pdf`
+If verification fails, return to Step 2.
+```
+
+### Feedback Loops
+
+**Pattern:** Run validator → fix errors → repeat
+
+**Example: Document editing**
+
+```markdown
+1. Make edits to `word/document.xml`
+2. **Validate**: `python scripts/validate.py unpacked_dir/`
+3. If validation fails:
+   - Review error message
+   - Fix issues
+   - Run validation again
+4. **Only proceed when validation passes**
+5. Rebuild: `python scripts/pack.py unpacked_dir/ output.docx`
+6. Test output document
+```
+
+## Model Selection
+
+### Decision Framework
+
+```
+Start with Haiku
+    |
+    v
+Test on 3-5 representative tasks
+    |
+    +-- Success rate ≥80%? ---------> Use Haiku ✓
+    |
+    +-- Success rate <80%? --------> Try Sonnet
+                                          |
+                                          v
+                                    Test on same tasks
+                                          |
+                                          +-- Success ≥80%? --> Use Sonnet
+                                          |
+                                          +-- Still failing? --> Opus or redesign task
+```
+
+### Haiku Works Well When
+
+- **Steps are simple and validated**
+- **Instructions are concise** (no verbose explanations)
+- **Error-prone operations use scripts** (deterministic)
+- **Outputs have structured templates**
+- **Checklists replace open-ended judgment**
+
+### Testing with Multiple Models
+
+Test skills with all models you plan to use:
+
+1. **Create test cases:** 3-5 representative scenarios
+2. **Run with Haiku:** Measure success rate, response quality
+3. **Run with Sonnet:** Compare results
+4. **Adjust instructions:** If Haiku struggles, add clarity or scripts
+
+What works for Opus might need more detail for Haiku.
+
+## Common Anti-Patterns
+
+### Offering Too Many Options
+
+**Bad (confusing):**
+```markdown
+You can use pypdf, or pdfplumber, or PyMuPDF, or pdf2image, or...
+```
+
+**Good (provide default):**
+```markdown
+Use pdfplumber for text extraction:
+\`\`\`python
+import pdfplumber
+\`\`\`
+
+For scanned PDFs requiring OCR, use pdf2image with pytesseract instead.
+```
+
+### Time-Sensitive Information
+
+**Bad (will become wrong):**
+```markdown
+If you're doing this before August 2025, use the old API.
+After August 2025, use the new API.
+```
+
+**Good (use "old patterns" section):**
+```markdown
+## Current Method
+Use the v2 API: `api.example.com/v2/messages`
+
+## Old Patterns
+<details>
+<summary>Legacy v1 API (deprecated 2025-08)</summary>
+
+The v1 API used: `api.example.com/v1/messages`
+This endpoint is no longer supported.
+</details>
+```
+
+### Inconsistent Terminology
+
+**Good (consistent):**
+- Always "API endpoint"
+- Always "field"
+- Always "extract"
+
+**Bad (inconsistent):**
+- Mix "API endpoint", "URL", "API route", "path"
+- Mix "field", "box", "element", "control"
+- Mix "extract", "pull", "get", "retrieve"
+
+### Windows-Style Paths
+
+Always use forward slashes:
+
+- ✓ **Good**: `scripts/helper.py`, `reference/guide.md`
+- ✗ **Bad**: `scripts\helper.py`, `reference\guide.md`
+
+Unix-style paths work cross-platform.
+
+## Iterative Development
+
+### Build Evaluations First
+
+Create test cases BEFORE extensive documentation:
+
+1. **Identify gaps**: Run Claude on tasks without skill, document failures
+2. **Create evaluations**: Build 3-5 test scenarios
+3. **Establish baseline**: Measure Claude's performance without skill
+4. **Write minimal instructions**: Just enough to pass evaluations
+5. **Iterate**: Execute evaluations, refine
+
+### Develop Iteratively with Claude
+
+**Use Claude to help write skills:**
+
+1. **Complete a task without skill**: Work through problem, note what context you provide
+2. **Identify reusable pattern**: What context is useful for similar tasks?
+3. **Ask Claude to create skill**: "Create a skill that captures this pattern"
+4. **Review for conciseness**: Remove unnecessary explanations
+5. **Test on similar tasks**: Use skill with fresh Claude instance
+6. **Iterate based on observation**: Where does Claude struggle?
+
+Claude understands skill format natively - no special prompts needed.
+
+## Checklist for Effective Skills
+
+**Before publishing:**
+
+### Core Quality
+- [ ] Description is specific and includes key terms
+- [ ] Description includes what skill does AND when to use it
+- [ ] SKILL.md body under 500 lines
+- [ ] Additional details in separate files (if needed)
+- [ ] No time-sensitive information
+- [ ] Consistent terminology throughout
+- [ ] Examples are concrete, not abstract
+- [ ] File references are one level deep
+- [ ] Progressive disclosure used appropriately
+- [ ] Workflows have clear steps
+
+### Code and Scripts
+- [ ] Scripts solve problems, don't punt to Claude
+- [ ] Error handling is explicit and helpful
+- [ ] No "magic numbers" (all values justified)
+- [ ] Required packages listed and verified
+- [ ] Scripts have clear documentation
+- [ ] No Windows-style paths (all forward slashes)
+- [ ] Validation steps for critical operations
+- [ ] Feedback loops for quality-critical tasks
+
+### Testing
+- [ ] At least 3 test cases created
+- [ ] Tested with Haiku (if that's the target)
+- [ ] Tested with real usage scenarios
+- [ ] Team feedback incorporated (if applicable)

skills/capability-writing/examples/progressive-disclosure.md

@@ -0,0 +1,129 @@
+# Example: Progressive Disclosure Skill
+
+A skill that uses reference files to keep the main SKILL.md concise.
+
+## Structure
+
+```
+skills/database-query/
+├── SKILL.md (~200 lines)
+├── reference/
+│   ├── schemas.md (table schemas)
+│   ├── common-queries.md (frequently used queries)
+│   └── optimization-tips.md (performance guidance)
+└── examples/
+    ├── simple-select.md
+    └── complex-join.md
+```
+
+## When to Use
+
+- Skill content would be >500 lines
+- Multiple domains or topics
+- Reference documentation is large
+- Want to keep main workflow concise
+
+## Example: database-query (main SKILL.md)
+
+```markdown
+---
+name: database-query
+description: >
+  Help users query the PostgreSQL database with proper schemas and optimization.
+  Use when user needs to write SQL queries or mentions database/tables.
+user-invocable: false
+---
+
+# Database Query Helper
+
+Help write efficient, correct SQL queries for our PostgreSQL database.
+
+## Quick Start
+
+\`\`\`sql
+SELECT id, name, created_at
+FROM users
+WHERE status = 'active'
+LIMIT 10;
+\`\`\`
+
+## Table Schemas
+
+We have 3 main schemas:
+
+- **Users & Auth**: See [reference/schemas.md#users](reference/schemas.md#users)
+- **Products**: See [reference/schemas.md#products](reference/schemas.md#products)
+- **Orders**: See [reference/schemas.md#orders](reference/schemas.md#orders)
+
+## Common Queries
+
+For frequently requested queries, see [reference/common-queries.md](reference/common-queries.md):
+- User activity reports
+- Sales summaries
+- Inventory status
+
+## Writing Queries
+
+1. **Identify tables**: Which schemas does this query need?
+2. **Check schema**: Load relevant schema from reference
+3. **Write query**: Use proper column names and types
+4. **Optimize**: See [reference/optimization-tips.md](reference/optimization-tips.md)
+
+## Examples
+
+- **Simple select**: See [examples/simple-select.md](examples/simple-select.md)
+- **Complex join**: See [examples/complex-join.md](examples/complex-join.md)
+```
+
+## Example: reference/schemas.md
+
+```markdown
+# Database Schemas
+
+## Users
+
+| Column | Type | Description |
+|--------|------|-------------|
+| id | UUID | Primary key |
+| email | VARCHAR(255) | Unique email |
+| name | VARCHAR(100) | Display name |
+| status | ENUM('active','inactive','banned') | Account status |
+| created_at | TIMESTAMP | Account creation |
+| updated_at | TIMESTAMP | Last update |
+
+## Products
+
+| Column | Type | Description |
+|--------|------|-------------|
+| id | UUID | Primary key |
+| name | VARCHAR(200) | Product name |
+| price | DECIMAL(10,2) | Price in USD |
+| inventory | INTEGER | Stock count |
+| category_id | UUID | FK to categories |
+
+## Orders
+
+[...more tables...]
+```
+
+## Why This Works
+
+- **Main file stays concise** (~200 lines)
+- **Details load on-demand**: schemas.md loads when user asks about specific table
+- **Fast for common cases**: Simple queries don't need reference files
+- **Scalable**: Can add more schemas without bloating main file
+
+## Loading Pattern
+
+1. User: "Show me all active users"
+2. Claude reads SKILL.md (sees Users schema reference)
+3. Claude: "I'll load the users schema to get column names"
+4. Claude reads reference/schemas.md#users
+5. Claude writes correct query
+
+## What Makes It Haiku-Friendly
+
+- ✓ Main workflow is simple ("identify → check schema → write query")
+- ✓ Reference files provide facts, not reasoning
+- ✓ Clear pointers to where details are
+- ✓ Examples show patterns

skills/capability-writing/examples/simple-workflow.md

@@ -0,0 +1,71 @@
+# Example: Simple Workflow Skill
+
+A basic skill with just a SKILL.md file - no scripts or reference files needed.
+
+## Structure
+
+```
+skills/list-open-prs/
+└── SKILL.md
+```
+
+## When to Use
+
+- Skill is simple (<300 lines)
+- No error-prone bash operations
+- No need for reference documentation
+- Straightforward workflow
+
+## Example: list-open-prs
+
+```markdown
+---
+name: list-open-prs
+description: >
+  List all open pull requests for the current repository.
+  Use when user wants to see PRs or says /list-open-prs.
+model: haiku
+user-invocable: true
+---
+
+# List Open PRs
+
+@~/.claude/skills/gitea/SKILL.md
+
+Show all open pull requests in the current repository.
+
+## Process
+
+1. **Get repository info**
+   - `git remote get-url origin`
+   - Parse owner/repo from URL
+
+2. **Fetch open PRs**
+   - `tea pulls list --state open --output simple`
+
+3. **Format results** as table
+
+| PR # | Title | Author | Created |
+|------|-------|--------|---------|
+| ... | ... | ... | ... |
+
+## Guidelines
+
+- Show most recent PRs first
+- Include link to each PR
+- If no open PRs, say "No open pull requests"
+```
+
+## Why This Works
+
+- **Concise**: Entire skill fits in ~30 lines
+- **Simple commands**: Just git and tea CLI
+- **No error handling needed**: tea handles errors gracefully
+- **Structured output**: Table format is clear
+
+## What Makes It Haiku-Friendly
+
+- ✓ Simple sequential steps
+- ✓ Clear commands with no ambiguity
+- ✓ Structured output format
+- ✓ No complex decision-making

skills/capability-writing/examples/with-scripts.md

@@ -0,0 +1,210 @@
+# Example: Skill with Bundled Scripts
+
+A skill that bundles helper scripts for error-prone operations.
+
+## Structure
+
+```
+skills/deploy-to-staging/
+├── SKILL.md
+├── reference/
+│   └── rollback-procedure.md
+└── scripts/
+    ├── validate-build.sh
+    ├── deploy.sh
+    └── health-check.sh
+```
+
+## When to Use
+
+- Operations have complex error handling
+- Need retry logic
+- Multiple validation steps
+- Fragile bash commands
+
+## Example: deploy-to-staging (main SKILL.md)
+
+```markdown
+---
+name: deploy-to-staging
+description: >
+  Deploy current branch to staging environment with validation and health checks.
+  Use when deploying to staging or when user says /deploy-to-staging.
+model: haiku
+user-invocable: true
+---
+
+# Deploy to Staging
+
+Deploy current branch to staging with automated validation and rollback capability.
+
+## Process
+
+1. **Validate build**
+   - `./scripts/validate-build.sh`
+   - Checks tests pass, linter clean, no uncommitted changes
+
+2. **Show deployment plan** for approval
+   - Branch name
+   - Latest commit
+   - Services that will be updated
+
+3. **If approved, deploy**
+   - `./scripts/deploy.sh staging $branch`
+   - Script handles Docker build, push, k8s apply
+
+4. **Health check**
+   - `./scripts/health-check.sh staging`
+   - Verifies all services are healthy
+
+5. **Report results**
+   - Deployment URL
+   - Status of each service
+   - Rollback command if needed
+
+## Rollback
+
+If deployment fails, see [reference/rollback-procedure.md](reference/rollback-procedure.md)
+```
+
+## Example: scripts/validate-build.sh
+
+```bash
+#!/bin/bash
+# validate-build.sh - Pre-deployment validation
+#
+# Checks:
+# - Tests pass
+# - Linter clean
+# - No uncommitted changes
+# - Docker builds successfully
+
+set -e
+
+RED='\033[0;31m'
+GREEN='\033[0;32m'
+NC='\033[0m'
+
+error() {
+    echo -e "${RED}ERROR: $1${NC}" >&2
+    exit 1
+}
+
+success() {
+    echo -e "${GREEN}✓ $1${NC}"
+}
+
+# Check 1: No uncommitted changes
+if ! git diff-index --quiet HEAD --; then
+    error "Uncommitted changes detected. Commit or stash first."
+fi
+success "No uncommitted changes"
+
+# Check 2: Tests pass
+if ! npm test > /dev/null 2>&1; then
+    error "Tests failing. Fix tests before deploying."
+fi
+success "Tests pass"
+
+# Check 3: Linter clean
+if ! npm run lint > /dev/null 2>&1; then
+    error "Linter errors. Run 'npm run lint' to see details."
+fi
+success "Linter clean"
+
+# Check 4: Docker builds
+if ! docker build -t test-build . > /dev/null 2>&1; then
+    error "Docker build failed"
+fi
+success "Docker build successful"
+
+echo ""
+echo -e "${GREEN}✓ All validations passed${NC}"
+```
+
+## Example: scripts/deploy.sh
+
+```bash
+#!/bin/bash
+# deploy.sh - Deploy to environment
+#
+# Usage: deploy.sh <environment> <branch>
+# Example: deploy.sh staging feature-new-ui
+
+set -e
+
+ENVIRONMENT=$1
+BRANCH=$2
+
+if [ -z "$ENVIRONMENT" ] || [ -z "$BRANCH" ]; then
+    echo "Usage: $0 <environment> <branch>"
+    exit 1
+fi
+
+echo "Deploying $BRANCH to $ENVIRONMENT..."
+
+# Build Docker image
+docker build -t myapp:$BRANCH .
+
+# Tag for registry
+docker tag myapp:$BRANCH registry.example.com/myapp:$BRANCH
+
+# Push to registry with retry
+for i in {1..3}; do
+    if docker push registry.example.com/myapp:$BRANCH; then
+        break
+    fi
+    echo "Push failed, retrying ($i/3)..."
+    sleep 5
+done
+
+# Update Kubernetes deployment
+kubectl set image deployment/myapp \
+    myapp=registry.example.com/myapp:$BRANCH \
+    -n $ENVIRONMENT
+
+# Wait for rollout
+kubectl rollout status deployment/myapp -n $ENVIRONMENT --timeout=5m
+
+echo "Deployment complete!"
+echo "URL: https://$ENVIRONMENT.example.com"
+```
+
+## Why This Works
+
+**Script benefits:**
+- **Deterministic**: Same behavior every time
+- **Error handling**: Retries, clear messages
+- **Validation**: Pre-flight checks prevent bad deployments
+- **No token cost**: Scripts execute without loading code into context
+
+**Skill stays simple:**
+- Main SKILL.md is ~30 lines
+- Just calls scripts in order
+- No complex bash logic inline
+- Easy to test scripts independently
+
+## What Makes It Haiku-Friendly
+
+- ✓ Skill has simple instructions ("run script X, then Y")
+- ✓ Scripts handle all complexity
+- ✓ Clear success/failure from script exit codes
+- ✓ Validation prevents ambiguous states
+- ✓ Structured output from scripts is easy to parse
+
+## Testing Scripts
+
+Scripts can be tested independently:
+
+```bash
+# Test validation
+./scripts/validate-build.sh
+
+# Test deployment (dry-run)
+./scripts/deploy.sh staging test-branch --dry-run
+
+# Test health check
+./scripts/health-check.sh staging
+```
+
+This makes the skill more reliable than inline bash.

skills/capability-writing/reference/anti-patterns.md

@@ -0,0 +1,536 @@
+# Anti-Patterns to Avoid
+
+Common mistakes when creating skills and agents.
+
+## Skill Design Anti-Patterns
+
+### 1. Overly Broad Components
+
+**Bad:** One skill that does everything
+
+```yaml
+---
+name: project-management
+description: Handles issues, PRs, releases, documentation, deployment, testing, CI/CD...
+---
+
+# Project Management
+
+This skill does:
+- Issue management
+- Pull request reviews
+- Release planning
+- Documentation
+- Deployment
+- Testing
+- CI/CD configuration
+...
+```
+
+**Why it's bad:**
+- Huge context window usage
+- Hard to maintain
+- Unclear when to trigger
+- Tries to do too much
+
+**Good:** Focused components
+
+```yaml
+---
+name: issue-writing
+description: How to write clear, actionable issues with acceptance criteria.
+---
+```
+
+**Separate skills for:**
+- `issue-writing` - Issue quality
+- `review-pr` - PR reviews
+- `gitea` - CLI reference
+- Each does one thing well
+
+---
+
+### 2. Vague Instructions
+
+**Bad:**
+
+```markdown
+1. Handle the issue
+2. Do the work
+3. Finish up
+4. Let me know when done
+```
+
+**Why it's bad:**
+- No clear actions
+- Claude has to guess
+- Inconsistent results
+- Hard to validate
+
+**Good:**
+
+```markdown
+1. **View issue**: `tea issues $1 --comments`
+2. **Create branch**: `git checkout -b issue-$1-<title>`
+3. **Plan work**: Use TodoWrite to break down steps
+4. **Implement**: Make necessary changes
+5. **Commit**: `git commit -m "feat: ..."`
+6. **Create PR**: `tea pulls create --title "..." --description "..."`
+```
+
+---
+
+### 3. Missing Skill References
+
+**Bad:**
+
+```markdown
+Use the gitea skill to create an issue.
+```
+
+**Why it's bad:**
+- Skills have ~20% auto-activation rate
+- Claude might not load the skill
+- Inconsistent results
+
+**Good:**
+
+```markdown
+@~/.claude/skills/gitea/SKILL.md
+
+Use `tea issues create --title "..." --description "..."`
+```
+
+**The `@` reference guarantees the skill content is loaded.**
+
+---
+
+### 4. God Skills
+
+**Bad:** Single 1500-line skill covering everything
+
+```
+skills/database/SKILL.md (1500 lines)
+- PostgreSQL
+- MySQL
+- MongoDB
+- Redis
+- All queries
+- All optimization tips
+- All schemas
+```
+
+**Why it's bad:**
+- Exceeds recommended 500 lines
+- Loads everything even if you need one thing
+- Hard to maintain
+- Wastes tokens
+
+**Good:** Progressive disclosure
+
+```
+skills/database/
+├── SKILL.md (200 lines - overview)
+├── reference/
+│   ├── postgres.md
+│   ├── mysql.md
+│   ├── mongodb.md
+│   └── redis.md
+└── schemas/
+    ├── users.md
+    ├── products.md
+    └── orders.md
+```
+
+Claude loads only what's needed.
+
+---
+
+### 5. Premature Agent Creation
+
+**Bad:** Creating an agent for every task
+
+```
+agents/
+├── issue-viewer/
+├── branch-creator/
+├── commit-maker/
+├── pr-creator/
+└── readme-updater/
+```
+
+**Why it's bad:**
+- Overhead of spawning agents
+- Most tasks don't need isolation
+- Harder to follow workflow
+- Slower execution
+
+**Good:** Use agents only when needed:
+- Context isolation (parallel work)
+- Skill composition (multiple skills together)
+- Specialist persona (architecture review)
+
+**Simple tasks → Skills**
+**Complex isolated work → Agents**
+
+---
+
+### 6. Verbose Explanations
+
+**Bad:**
+
+```markdown
+Git is a distributed version control system that was created by Linus Torvalds in 2005. It allows multiple developers to work on the same codebase simultaneously while maintaining a complete history of all changes. When you want to save your changes, you use the git commit command, which creates a snapshot of your current working directory...
+```
+
+**Why it's bad:**
+- Wastes tokens
+- Claude already knows git
+- Slows down loading
+- Adds no value
+
+**Good:**
+
+```markdown
+`git commit -m 'feat: add feature'`
+```
+
+**Assume Claude is smart. Only add domain-specific context.**
+
+---
+
+## Instruction Anti-Patterns
+
+### 7. Offering Too Many Options
+
+**Bad:**
+
+```markdown
+You can use pypdf, or pdfplumber, or PyMuPDF, or pdf2image, or camelot, or tabula, or...
+```
+
+**Why it's bad:**
+- Decision paralysis
+- Inconsistent choices
+- No clear default
+
+**Good:**
+
+```markdown
+Use pdfplumber for text extraction:
+
+\`\`\`python
+import pdfplumber
+with pdfplumber.open("file.pdf") as pdf:
+    text = pdf.pages[0].extract_text()
+\`\`\`
+
+For scanned PDFs requiring OCR, use pdf2image + pytesseract instead.
+```
+
+**Provide default, mention alternative only when needed.**
+
+---
+
+### 8. Time-Sensitive Information
+
+**Bad:**
+
+```markdown
+If you're doing this before August 2025, use the old API.
+After August 2025, use the new API.
+```
+
+**Why it's bad:**
+- Will become wrong
+- Requires maintenance
+- Confusing after the date
+
+**Good:**
+
+```markdown
+## Current Method
+Use v2 API: `api.example.com/v2/messages`
+
+## Old Patterns
+<details>
+<summary>Legacy v1 API (deprecated 2025-08)</summary>
+The v1 API: `api.example.com/v1/messages`
+No longer supported.
+</details>
+```
+
+---
+
+### 9. Inconsistent Terminology
+
+**Bad:** Mixing terms for the same thing
+
+```markdown
+1. Get the API endpoint
+2. Call the URL
+3. Hit the API route
+4. Query the path
+```
+
+**Why it's bad:**
+- Confusing
+- Looks like different things
+- Harder to search
+
+**Good:** Pick one term and stick with it
+
+```markdown
+1. Get the API endpoint
+2. Call the API endpoint
+3. Check the API endpoint response
+4. Retry the API endpoint if needed
+```
+
+---
+
+### 10. Windows-Style Paths
+
+**Bad:**
+
+```markdown
+Run: `scripts\helper.py`
+See: `reference\guide.md`
+```
+
+**Why it's bad:**
+- Fails on Unix systems
+- Causes errors on Mac/Linux
+
+**Good:**
+
+```markdown
+Run: `scripts/helper.py`
+See: `reference/guide.md`
+```
+
+**Always use forward slashes. They work everywhere.**
+
+---
+
+## Script Anti-Patterns
+
+### 11. Punting to Claude
+
+**Bad script:**
+
+```python
+def process_file(path):
+    return open(path).read()  # Let Claude handle errors
+```
+
+**Why it's bad:**
+- Script fails with no helpful message
+- Claude has to guess what happened
+- Inconsistent error handling
+
+**Good script:**
+
+```python
+def process_file(path):
+    try:
+        with open(path) as f:
+            return f.read()
+    except FileNotFoundError:
+        print(f"ERROR: File {path} not found")
+        print("Creating default file...")
+        with open(path, 'w') as f:
+            f.write('')
+        return ''
+    except PermissionError:
+        print(f"ERROR: Cannot access {path}")
+        print("Using default value")
+        return ''
+```
+
+**Scripts should solve problems, not punt to Claude.**
+
+---
+
+### 12. Magic Numbers
+
+**Bad:**
+
+```bash
+TIMEOUT=47  # Why 47?
+RETRIES=5   # Why 5?
+DELAY=3.7   # Why 3.7?
+```
+
+**Why it's bad:**
+- No one knows why these values
+- Hard to adjust
+- "Voodoo constants"
+
+**Good:**
+
+```bash
+# HTTP requests typically complete in <30s
+# Extra buffer for slow connections
+TIMEOUT=30
+
+# Three retries balances reliability vs speed
+# Most intermittent failures resolve by retry 2
+RETRIES=3
+
+# Exponential backoff: 1s, 2s, 4s
+INITIAL_DELAY=1
+```
+
+**Document why each value is what it is.**
+
+---
+
+## Model Selection Anti-Patterns
+
+### 13. Always Using Sonnet/Opus
+
+**Bad:**
+
+```yaml
+---
+name: dashboard
+model: opus  # "Just to be safe"
+---
+```
+
+**Why it's bad:**
+- 60x more expensive than Haiku
+- 5x slower
+- Wasted cost for simple task
+
+**Good:**
+
+```yaml
+---
+name: dashboard
+model: haiku  # Tested: 5/5 tests passed
+---
+```
+
+**Test with Haiku first. Only upgrade if needed.**
+
+---
+
+### 14. Never Testing Haiku
+
+**Bad:**
+
+```yaml
+---
+name: review-pr
+model: sonnet  # Assumed it needs Sonnet, never tested Haiku
+---
+```
+
+**Why it's bad:**
+- Might work fine with Haiku
+- Missing 12x cost savings
+- Missing 2.5x speed improvement
+
+**Good:**
+
+```yaml
+---
+name: review-pr
+model: haiku  # Tested: Haiku 4/5 (80%), good enough!
+---
+```
+
+Or:
+
+```yaml
+---
+name: review-pr
+model: sonnet  # Tested: Haiku 2/5 (40%), Sonnet 4/5 (80%)
+---
+```
+
+**Always test Haiku first, document results.**
+
+---
+
+## Progressive Disclosure Anti-Patterns
+
+### 15. Deeply Nested References
+
+**Bad:**
+
+```
+SKILL.md → advanced.md → details.md → actual-info.md
+```
+
+**Why it's bad:**
+- Claude may partially read nested files
+- Information might be incomplete
+- Hard to navigate
+
+**Good:**
+
+```
+SKILL.md → {advanced.md, reference.md, examples.md}
+```
+
+**Keep references one level deep from SKILL.md.**
+
+---
+
+### 16. No Table of Contents for Long Files
+
+**Bad:** 500-line reference file with no structure
+
+```markdown
+# Reference
+
+(500 lines of content with no navigation)
+```
+
+**Why it's bad:**
+- Hard to preview
+- Claude might miss sections
+- User can't navigate
+
+**Good:**
+
+```markdown
+# Reference
+
+## Contents
+- Authentication and setup
+- Core methods
+- Advanced features
+- Error handling
+- Examples
+
+## Authentication and Setup
+...
+```
+
+**Files >100 lines should have TOC.**
+
+---
+
+## Checklist to Avoid Anti-Patterns
+
+Before publishing a skill:
+
+- [ ] Not overly broad (does one thing well)
+- [ ] Instructions are specific (not vague)
+- [ ] Skill references use `@` syntax
+- [ ] Under 500 lines (or uses progressive disclosure)
+- [ ] Only creates agents when needed
+- [ ] Concise (assumes Claude knows basics)
+- [ ] Provides default, not 10 options
+- [ ] No time-sensitive information
+- [ ] Consistent terminology
+- [ ] Forward slashes for paths
+- [ ] Scripts handle errors, don't punt
+- [ ] No magic numbers in scripts
+- [ ] Tested with Haiku first
+- [ ] References are one level deep
+- [ ] Long files have table of contents

skills/capability-writing/reference/frontmatter-fields.md

@@ -0,0 +1,278 @@
+# Frontmatter Fields Reference
+
+Complete documentation of all available frontmatter fields for skills and agents.
+
+## Skill Frontmatter
+
+### Required Fields
+
+#### `name`
+- **Type:** string
+- **Required:** Yes
+- **Format:** Lowercase, hyphens only, no spaces
+- **Max length:** 64 characters
+- **Must match:** Directory name
+- **Cannot contain:** XML tags, reserved words ("anthropic", "claude")
+- **Example:** `work-issue`, `code-review`, `gitea`
+
+#### `description`
+- **Type:** string (multiline supported with `>`)
+- **Required:** Yes
+- **Max length:** 1024 characters
+- **Cannot contain:** XML tags
+- **Should include:**
+  - What the skill does
+  - When to use it
+  - Trigger conditions
+- **Example:**
+  ```yaml
+  description: >
+    View, create, and manage Gitea issues and pull requests.
+    Use when working with issues, PRs, or when user mentions tea, gitea, issue numbers.
+  ```
+
+#### `user-invocable`
+- **Type:** boolean
+- **Required:** Yes
+- **Values:** `true` or `false`
+- **Usage:**
+  - `true`: User can trigger with `/skill-name`
+  - `false`: Background skill, auto-loaded when needed
+
+### Optional Fields
+
+#### `model`
+- **Type:** string
+- **Required:** No
+- **Values:** `haiku`, `sonnet`, `opus`
+- **Default:** Inherits from parent (usually haiku)
+- **Guidance:** Default to `haiku`, only upgrade if needed
+- **Example:**
+  ```yaml
+  model: haiku  # 12x cheaper than sonnet
+  ```
+
+#### `argument-hint`
+- **Type:** string
+- **Required:** No (only for user-invocable skills)
+- **Format:** `<required>` for required params, `[optional]` for optional
+- **Shows in UI:** Helps users know what arguments to provide
+- **Example:**
+  ```yaml
+  argument-hint: <issue-number>
+  argument-hint: <issue-number> [optional-title]
+  ```
+
+#### `context`
+- **Type:** string
+- **Required:** No
+- **Values:** `fork`
+- **Usage:** Set to `fork` for skills needing isolated context
+- **When to use:** Heavy exploration tasks that would pollute main context
+- **Example:**
+  ```yaml
+  context: fork  # For arch-review-repo, deep exploration
+  ```
+
+#### `allowed-tools`
+- **Type:** list of strings
+- **Required:** No
+- **Usage:** Restrict which tools the skill can use
+- **Example:**
+  ```yaml
+  allowed-tools:
+    - Read
+    - Bash
+    - Grep
+  ```
+- **Note:** Rarely used, most skills have all tools
+
+## Agent Frontmatter
+
+### Required Fields
+
+#### `name`
+- **Type:** string
+- **Required:** Yes
+- **Same rules as skill name**
+
+#### `description`
+- **Type:** string
+- **Required:** Yes
+- **Should include:**
+  - What the agent does
+  - When to spawn it
+- **Example:**
+  ```yaml
+  description: >
+    Automated code review of pull requests for quality, bugs, security, and style.
+    Spawn when reviewing PRs or checking code quality.
+  ```
+
+### Optional Fields
+
+#### `model`
+- **Type:** string
+- **Required:** No
+- **Values:** `haiku`, `sonnet`, `opus`, `inherit`
+- **Default:** `inherit` (uses parent's model)
+- **Guidance:**
+  - Default to `haiku` for simple agents
+  - Use `sonnet` for balanced performance
+  - Reserve `opus` for deep reasoning
+- **Example:**
+  ```yaml
+  model: haiku  # Fast and cheap for code review checklist
+  ```
+
+#### `skills`
+- **Type:** comma-separated list of skill names (not paths)
+- **Required:** No
+- **Usage:** Auto-load these skills when agent spawns
+- **Format:** Just skill names, not paths
+- **Example:**
+  ```yaml
+  skills: gitea, issue-writing, code-review
+  ```
+- **Note:** Agent runtime loads skills automatically
+
+#### `disallowedTools`
+- **Type:** list of tool names
+- **Required:** No
+- **Common use:** Make agents read-only
+- **Example:**
+  ```yaml
+  disallowedTools:
+    - Edit
+    - Write
+  ```
+- **When to use:** Analysis agents that shouldn't modify code
+
+#### `permissionMode`
+- **Type:** string
+- **Required:** No
+- **Values:** `default`, `bypassPermissions`
+- **Usage:** Rarely used, for agents that need to bypass permission prompts
+- **Example:**
+  ```yaml
+  permissionMode: bypassPermissions
+  ```
+
+## Examples
+
+### Minimal User-Invocable Skill
+
+```yaml
+---
+name: dashboard
+description: Show open issues, PRs, and CI status.
+user-invocable: true
+---
+```
+
+### Full-Featured Skill
+
+```yaml
+---
+name: work-issue
+description: >
+  Implement a Gitea issue with full workflow: branch, plan, code, PR, review.
+  Use when implementing issues or when user says /work-issue.
+model: haiku
+argument-hint: <issue-number>
+user-invocable: true
+---
+```
+
+### Background Skill
+
+```yaml
+---
+name: gitea
+description: >
+  View, create, and manage Gitea issues and PRs using tea CLI.
+  Use when working with issues, PRs, viewing issue details, or when user mentions tea, gitea, issue numbers.
+user-invocable: false
+---
+```
+
+### Read-Only Agent
+
+```yaml
+---
+name: code-reviewer
+description: >
+  Automated code review of pull requests for quality, bugs, security, style, and test coverage.
+model: sonnet
+skills: gitea, code-review
+disallowedTools:
+  - Edit
+  - Write
+---
+```
+
+### Implementation Agent
+
+```yaml
+---
+name: issue-worker
+description: >
+  Autonomously implements a single issue in an isolated git worktree.
+model: haiku
+skills: gitea, issue-writing, software-architecture
+---
+```
+
+## Validation Rules
+
+### Name Validation
+- Must be lowercase
+- Must use hyphens (not underscores or spaces)
+- Cannot contain: `anthropic`, `claude`
+- Cannot contain XML tags `<`, `>`
+- Max 64 characters
+- Must match directory name exactly
+
+### Description Validation
+- Cannot be empty
+- Max 1024 characters
+- Cannot contain XML tags
+- Should end with period
+
+### Model Validation
+- Must be one of: `haiku`, `sonnet`, `opus`, `inherit`
+- Case-sensitive (must be lowercase)
+
+## Common Mistakes
+
+**Bad: Using paths in skills field**
+```yaml
+skills: ~/.claude/skills/gitea/SKILL.md  # Wrong!
+```
+
+**Good: Just skill names**
+```yaml
+skills: gitea, issue-writing
+```
+
+**Bad: Reserved word in name**
+```yaml
+name: claude-helper  # Contains "claude"
+```
+
+**Good: Descriptive name**
+```yaml
+name: code-helper
+```
+
+**Bad: Vague description**
+```yaml
+description: Helps with stuff
+```
+
+**Good: Specific description**
+```yaml
+description: >
+  Analyze Excel spreadsheets, create pivot tables, generate charts.
+  Use when analyzing Excel files, spreadsheets, or .xlsx files.
+```

skills/capability-writing/reference/model-selection.md

@@ -0,0 +1,336 @@
+# Model Selection Guide
+
+Detailed guidance on choosing the right model for skills and agents.
+
+## Cost Comparison
+
+| Model | Input (per MTok) | Output (per MTok) | vs Haiku |
+|-------|------------------|-------------------|----------|
+| **Haiku** | $0.25 | $1.25 | Baseline |
+| **Sonnet** | $3.00 | $15.00 | 12x more expensive |
+| **Opus** | $15.00 | $75.00 | 60x more expensive |
+
+**Example cost for typical skill call (2K input, 1K output):**
+- Haiku: $0.00175
+- Sonnet: $0.021 (12x more)
+- Opus: $0.105 (60x more)
+
+## Speed Comparison
+
+| Model | Tokens/Second | vs Haiku |
+|-------|---------------|----------|
+| **Haiku** | ~100 | Baseline |
+| **Sonnet** | ~40 | 2.5x slower |
+| **Opus** | ~20 | 5x slower |
+
+## Decision Framework
+
+```
+Start with Haiku by default
+    |
+    v
+Test on 3-5 representative tasks
+    |
+    +-- Success rate ≥80%? ---------> ✓ Use Haiku
+    |                                  (12x cheaper, 2-5x faster)
+    |
+    +-- Success rate <80%? --------> Try Sonnet
+    |                                    |
+    |                                    v
+    |                              Test on same tasks
+    |                                    |
+    |                                    +-- Success ≥80%? --> Use Sonnet
+    |                                    |
+    |                                    +-- Still failing? --> Opus or redesign
+    |
+    v
+Document why you chose the model
+```
+
+## When Haiku Works Well
+
+### ✓ Ideal for Haiku
+
+**Simple sequential workflows:**
+- `/dashboard` - Fetch and display
+- `/roadmap` - List and format
+- `/commit` - Generate message from diff
+
+**Workflows with scripts:**
+- Error-prone operations in scripts
+- Skills just orchestrate script calls
+- Validation is deterministic
+
+**Structured outputs:**
+- Tasks with clear templates
+- Format is defined upfront
+- No ambiguous formatting
+
+**Reference/knowledge skills:**
+- `gitea` - CLI reference
+- `issue-writing` - Patterns and templates
+- `software-architecture` - Best practices
+
+### Examples of Haiku Success
+
+**work-issue skill:**
+- Sequential steps (view → branch → plan → implement → PR)
+- Each step has clear validation
+- Scripts handle error-prone operations
+- Success rate: ~90%
+
+**dashboard skill:**
+- Fetch data (tea commands)
+- Format as table
+- Clear, structured output
+- Success rate: ~95%
+
+## When to Use Sonnet
+
+### Use Sonnet When
+
+**Haiku fails 20%+ of the time**
+- Test with Haiku first
+- If success rate <80%, upgrade to Sonnet
+
+**Complex judgment required:**
+- Code review (quality assessment)
+- Issue grooming (clarity evaluation)
+- Architecture decisions
+
+**Nuanced reasoning:**
+- Understanding implicit requirements
+- Making trade-off decisions
+- Applying context-dependent rules
+
+### Examples of Sonnet Success
+
+**review-pr skill:**
+- Requires code understanding
+- Judgment about quality/bugs
+- Context-dependent feedback
+- Originally tried Haiku: 65% success → Sonnet: 85%
+
+**issue-worker agent:**
+- Autonomous implementation
+- Pattern matching
+- Architectural decisions
+- Originally tried Haiku: 70% success → Sonnet: 82%
+
+## When to Use Opus
+
+### Reserve Opus For
+
+**Deep architectural reasoning:**
+- `software-architect` agent
+- Pattern recognition across large codebases
+- Identifying subtle anti-patterns
+- Trade-off analysis
+
+**High-stakes decisions:**
+- Breaking changes analysis
+- System-wide refactoring plans
+- Security architecture review
+
+**Complex pattern recognition:**
+- Requires sophisticated understanding
+- Multiple layers of abstraction
+- Long-term implications
+
+### Examples of Opus Success
+
+**software-architect agent:**
+- Analyzes entire codebase
+- Identifies 8 different anti-patterns
+- Provides prioritized recommendations
+- Sonnet: 68% success → Opus: 88%
+
+**arch-review-repo skill:**
+- Comprehensive architecture audit
+- Cross-cutting concerns
+- System-wide patterns
+- Opus justified for depth
+
+## Making Haiku More Effective
+
+If Haiku is struggling, try these improvements **before** upgrading to Sonnet:
+
+### 1. Add Validation Steps
+
+**Instead of:**
+```markdown
+3. Implement changes and create PR
+```
+
+**Try:**
+```markdown
+3. Implement changes
+4. Validate: Run `./scripts/validate.sh` (tests pass, linter clean)
+5. Create PR: `./scripts/create-pr.sh`
+```
+
+### 2. Bundle Error-Prone Operations in Scripts
+
+**Instead of:**
+```markdown
+5. Create PR: `tea pulls create --title "..." --description "..."`
+```
+
+**Try:**
+```markdown
+5. Create PR: `./scripts/create-pr.sh $issue "$title"`
+```
+
+### 3. Add Structured Output Templates
+
+**Instead of:**
+```markdown
+Show the results
+```
+
+**Try:**
+```markdown
+Format results as:
+
+| Issue | Status | Link |
+|-------|--------|------|
+| ... | ... | ... |
+```
+
+### 4. Add Explicit Checklists
+
+**Instead of:**
+```markdown
+Review the code for quality
+```
+
+**Try:**
+```markdown
+Check:
+- [ ] Code quality (readability, naming)
+- [ ] Bugs (edge cases, null checks)
+- [ ] Tests (coverage, assertions)
+```
+
+### 5. Make Instructions More Concise
+
+**Instead of:**
+```markdown
+Git is a version control system. When you want to commit changes, you use the git commit command which saves your changes to the repository...
+```
+
+**Try:**
+```markdown
+`git commit -m 'feat: add feature'`
+```
+
+## Testing Methodology
+
+### Create Test Suite
+
+For each skill, create 3-5 test cases:
+
+**Example: work-issue skill tests**
+1. Simple bug fix issue
+2. New feature with acceptance criteria
+3. Issue missing acceptance criteria
+4. Issue with tests that fail
+5. Complex refactoring task
+
+### Test with Haiku
+
+```bash
+# Set skill to Haiku
+model: haiku
+
+# Run all 5 tests
+# Document success/failure for each
+```
+
+### Measure Success Rate
+
+```
+Success rate = (Successful tests / Total tests) × 100
+```
+
+**Decision:**
+- ≥80% → Keep Haiku
+- <80% → Try Sonnet
+- <50% → Likely need Opus or redesign
+
+### Test with Sonnet (if needed)
+
+```bash
+# Upgrade to Sonnet
+model: sonnet
+
+# Run same 5 tests
+# Compare results
+```
+
+### Document Decision
+
+```yaml
+---
+name: work-issue
+model: haiku  # Tested: 4/5 tests passed with Haiku (80%)
+---
+```
+
+Or:
+
+```yaml
+---
+name: review-pr
+model: sonnet  # Tested: Haiku 3/5 (60%), Sonnet 4/5 (80%)
+---
+```
+
+## Common Patterns
+
+### Pattern: Start Haiku, Upgrade if Needed
+
+**Issue-worker agent evolution:**
+1. **V1 (Haiku):** 70% success - struggled with pattern matching
+2. **Analysis:** Added more examples, still 72%
+3. **V2 (Sonnet):** 82% success - better code understanding
+4. **Decision:** Keep Sonnet, document why
+
+### Pattern: Haiku for Most, Sonnet for Complex
+
+**Review-pr skill:**
+- Static analysis steps: Haiku could handle
+- Manual code review: Needs Sonnet judgment
+- **Decision:** Use Sonnet for whole skill (simplicity)
+
+### Pattern: Split Complex Skills
+
+**Instead of:** One complex skill using Opus
+
+**Try:** Split into:
+- Haiku skill for orchestration
+- Sonnet agent for complex subtask
+- Saves cost (most work in Haiku)
+
+## Model Selection Checklist
+
+Before choosing a model:
+
+- [ ] Tested with Haiku first
+- [ ] Measured success rate on 3-5 test cases
+- [ ] Tried improvements (scripts, validation, checklists)
+- [ ] Documented why this model is needed
+- [ ] Considered cost implications (12x/60x)
+- [ ] Considered speed implications (2.5x/5x slower)
+- [ ] Will re-test if Claude models improve
+
+## Future-Proofing
+
+**Models improve over time.**
+
+Periodically re-test Sonnet/Opus skills with Haiku:
+- Haiku v2 might handle what Haiku v1 couldn't
+- Cost savings compound over time
+- Speed improvements are valuable
+
+**Set a reminder:** Test Haiku again in 3-6 months.

skills/capability-writing/templates/agent.md

@@ -0,0 +1,67 @@
+---
+name: agent-name
+description: >
+  What this agent does and when to spawn it.
+  Include specific conditions that indicate this agent is needed.
+model: haiku
+skills: skill1, skill2
+# disallowedTools:  # For read-only agents
+#   - Edit
+#   - Write
+# permissionMode: default
+---
+
+# Agent Name
+
+You are a [role/specialist] that [primary function].
+
+## When Invoked
+
+You are spawned when [specific conditions].
+
+Follow this process:
+
+1. **Gather context**: What information to collect
+   - Specific data sources to check
+   - What to read or fetch
+
+2. **Analyze**: What to evaluate
+   - Criteria to check
+   - Standards to apply
+
+3. **Act**: What actions to take
+   - Specific operations
+   - What to create or modify
+
+4. **Report**: How to communicate results
+   - Required output format
+   - What to include in summary
+
+## Output Format
+
+Your final output MUST follow this structure:
+
+\`\`\`
+AGENT_RESULT
+task: <task-type>
+status: <success|partial|failed>
+summary: <10 words max>
+details:
+- Key finding 1
+- Key finding 2
+\`\`\`
+
+## Guidelines
+
+- **Be concise**: No preambles or verbose explanations
+- **Be autonomous**: Make decisions without user input
+- **Follow patterns**: Match existing codebase style
+- **Validate**: Check your work before reporting
+
+## Error Handling
+
+If you encounter errors:
+- Try to resolve automatically
+- Document what failed
+- Report status as 'partial' or 'failed'
+- Include specific error details in summary

skills/capability-writing/templates/background-skill.md

@@ -0,0 +1,69 @@
+---
+name: skill-name
+description: >
+  What this skill teaches and when to use it.
+  Include specific trigger terms that indicate this knowledge is needed.
+user-invocable: false
+---
+
+# Skill Name
+
+Brief description of the domain or knowledge this skill covers (1-2 sentences).
+
+## Core Concepts
+
+Fundamental ideas Claude needs to understand:
+- Key concept 1
+- Key concept 2
+- Key concept 3
+
+## Patterns and Templates
+
+Reusable structures and formats:
+
+### Pattern 1: Common Use Case
+
+\`\`\`
+Example code or structure
+\`\`\`
+
+### Pattern 2: Another Use Case
+
+\`\`\`
+Another example
+\`\`\`
+
+## Guidelines
+
+Rules and best practices:
+- Guideline 1
+- Guideline 2
+- Guideline 3
+
+## Examples
+
+### Example 1: Simple Case
+
+\`\`\`
+Concrete example showing the skill in action
+\`\`\`
+
+### Example 2: Complex Case
+
+\`\`\`
+More advanced example
+\`\`\`
+
+## Common Mistakes
+
+Pitfalls to avoid:
+- **Mistake 1**: Why it's wrong and what to do instead
+- **Mistake 2**: Why it's wrong and what to do instead
+
+## Reference
+
+Quick-reference tables or checklists:
+
+| Command | Purpose | Example |
+|---------|---------|---------|
+| ... | ... | ... |

skills/capability-writing/templates/helper-script.sh

@@ -0,0 +1,86 @@
+#!/bin/bash
+# script-name.sh - Brief description of what this script does
+#
+# Usage: script-name.sh <param1> <param2> [optional-param]
+#
+# Example:
+#   script-name.sh value1 value2
+#   script-name.sh value1 value2 optional-value
+#
+# Exit codes:
+#   0 - Success
+#   1 - Invalid arguments or general error
+#   2 - Specific error condition (document what)
+
+set -e  # Exit immediately on error
+# set -x  # Uncomment for debugging
+
+# Color output for better visibility
+RED='\033[0;31m'
+GREEN='\033[0;32m'
+YELLOW='\033[1;33m'
+NC='\033[0m' # No Color
+
+# Helper functions
+error() {
+    echo -e "${RED}ERROR: $1${NC}" >&2
+    exit 1
+}
+
+success() {
+    echo -e "${GREEN}SUCCESS: $1${NC}"
+}
+
+warn() {
+    echo -e "${YELLOW}WARNING: $1${NC}"
+}
+
+# Input validation
+if [ $# -lt 2 ]; then
+    echo "Usage: $0 <param1> <param2> [optional-param]"
+    echo ""
+    echo "Description: Brief description of what this does"
+    echo ""
+    echo "Arguments:"
+    echo "  param1        Description of param1"
+    echo "  param2        Description of param2"
+    echo "  optional-param  Description of optional param (default: value)"
+    exit 1
+fi
+
+# Parse arguments
+PARAM1=$1
+PARAM2=$2
+OPTIONAL_PARAM=${3:-"default-value"}
+
+# Validate inputs
+if [ -z "$PARAM1" ]; then
+    error "param1 cannot be empty"
+fi
+
+# Main logic
+main() {
+    echo "Processing with param1=$PARAM1, param2=$PARAM2..."
+
+    # Step 1: Describe what this step does
+    if ! some_command "$PARAM1"; then
+        error "Failed to process param1"
+    fi
+
+    # Step 2: Another operation with error handling
+    result=$(another_command "$PARAM2" 2>&1)
+    if [ $? -ne 0 ]; then
+        error "Failed to process param2: $result"
+    fi
+
+    # Step 3: Validation
+    if [ ! -f "$result" ]; then
+        error "Expected file not found: $result"
+    fi
+
+    success "Operation completed successfully"
+    echo "$result"  # Output for caller to parse
+}
+
+# Execute main function
+main

skills/capability-writing/templates/user-invocable-skill.md

@@ -0,0 +1,65 @@
+---
+name: skill-name
+description: >
+  Clear description of what this skill does and when to use it.
+  Use when [specific trigger conditions] or when user says /skill-name.
+model: haiku
+argument-hint: <required-param> [optional-param]
+user-invocable: true
+# context: fork  # Use for skills needing isolated context
+# allowed-tools:  # Restrict tools if needed
+#   - Read
+#   - Bash
+---
+
+# Skill Title
+
+@~/.claude/skills/relevant-background-skill/SKILL.md
+
+Brief intro explaining the skill's purpose (1-2 sentences max).
+
+## Process
+
+1. **First step**: Clear action with specific command or instruction
+   - `command or tool to use`
+   - What to look for or validate
+
+2. **Second step**: Next action
+   - Specific details
+   - Expected output
+
+3. **Ask for approval** before significant actions
+   - Show what will be created/modified
+   - Wait for user confirmation
+
+4. **Execute** the approved actions
+   - Run commands/create files
+   - Handle errors gracefully
+
+5. **Present results** with links and summary
+   - Structured output (table or list)
+   - Links to created resources
+
+## Guidelines
+
+- Keep responses concise
+- Use structured output (tables, lists)
+- No preambles or sign-offs
+- Validate inputs before acting
+
+## Output Format
+
+Use this structure for responses:
+
+\`\`\`
+## Summary
+[1-2 sentences]
+
+## Results
+| Item | Status | Link |
+|------|--------|------|
+| ... | ... | ... |
+
+## Next Steps
+- ...
+\`\`\`

skills/claude-md-writing/SKILL.md

@@ -0,0 +1,219 @@
+---
+name: claude-md-writing
+model: haiku
+description: Write effective CLAUDE.md files that give AI assistants the context they need. Use when creating new repos, improving existing CLAUDE.md files, or setting up projects.
+user-invocable: false
+---
+
+# Writing Effective CLAUDE.md Files
+
+CLAUDE.md is the project's context file for AI assistants. A good CLAUDE.md means Claude understands your project immediately without needing to explore.
+
+## Purpose
+
+CLAUDE.md answers: "What does Claude need to know to work effectively in this repo?"
+
+- **Not a README** - README is for humans discovering the project
+- **Not documentation** - Docs explain how to use the product
+- **Context for AI** - What Claude needs to make good decisions
+
+## Required Sections
+
+### 1. One-Line Description
+
+Start with what this repo is in one sentence.
+
+```markdown
+# Project Name
+
+Brief description of what this project does.
+```
+
+### 2. Organization Context
+
+Link to the bigger picture so Claude understands where this fits.
+
+```markdown
+## Organization Context
+
+This repo is part of Flowmade. See:
+- [Organization manifesto](../architecture/manifesto.md) - who we are, what we believe
+- [Repository map](../architecture/repos.md) - how this fits in the bigger picture
+- [Vision](./vision.md) - what this specific product does
+```
+
+### 3. Setup
+
+How to get the project running locally.
+
+```markdown
+## Setup
+
+\`\`\`bash
+# Clone and install
+git clone <url>
+cd <project>
+make install  # or npm install, etc.
+\`\`\`
+```
+
+### 4. Project Structure
+
+Key directories and what they contain. Focus on what's non-obvious.
+
+```markdown
+## Project Structure
+
+\`\`\`
+project/
+├── cmd/           # Entry points
+├── pkg/           # Shared packages
+│   ├── domain/    # Business logic
+│   └── infra/     # Infrastructure adapters
+├── internal/      # Private packages
+└── api/           # API definitions
+\`\`\`
+```
+
+### 5. Development Commands
+
+The commands Claude will need to build, test, and run.
+
+```markdown
+## Development
+
+\`\`\`bash
+make build    # Build the project
+make test     # Run tests
+make lint     # Run linters
+make run      # Run locally
+\`\`\`
+```
+
+### 6. Architecture Decisions
+
+Key patterns and conventions specific to this repo.
+
+```markdown
+## Architecture
+
+### Patterns Used
+- Event sourcing for state management
+- CQRS for read/write separation
+- Hexagonal architecture
+
+### Conventions
+- All commands go through the command bus
+- Events are immutable value objects
+- Projections rebuild from events
+```
+
+## What Makes a Good CLAUDE.md
+
+### Do Include
+
+- **Enough context to skip exploration** - Claude shouldn't need to grep around
+- **Key architectural patterns** - How the code is organized and why
+- **Non-obvious conventions** - Things that aren't standard
+- **Important dependencies** - External services, APIs, databases
+- **Common tasks** - How to do things Claude will be asked to do
+
+### Don't Include
+
+- **Duplicated manifesto content** - Link to it instead
+- **Duplicated vision content** - Link to vision.md
+- **API documentation** - That belongs elsewhere
+- **User guides** - CLAUDE.md is for the AI, not end users
+- **Obvious things** - Don't explain what `go build` does
+
+## Template
+
+```markdown
+# [Project Name]
+
+[One-line description]
+
+## Organization Context
+
+This repo is part of Flowmade. See:
+- [Organization manifesto](../architecture/manifesto.md) - who we are, what we believe
+- [Repository map](../architecture/repos.md) - how this fits in the bigger picture
+- [Vision](./vision.md) - what this specific product does
+
+## Setup
+
+\`\`\`bash
+# TODO: Add setup instructions
+\`\`\`
+
+## Project Structure
+
+\`\`\`
+project/
+├── ...
+\`\`\`
+
+## Development
+
+\`\`\`bash
+make build    # Build the project
+make test     # Run tests
+make lint     # Run linters
+\`\`\`
+
+## Architecture
+
+### Patterns
+- [List key patterns]
+
+### Conventions
+- [List important conventions]
+
+### Key Components
+- [Describe main components and their responsibilities]
+```
+
+## Examples
+
+### Good: Enough Context
+
+```markdown
+## Architecture
+
+This service uses event sourcing. State is rebuilt from events, not stored directly.
+
+### Key Types
+- `Aggregate` - Domain object that emits events
+- `Event` - Immutable fact that something happened
+- `Projection` - Read model built from events
+
+### Adding a New Aggregate
+1. Create type in `pkg/domain/`
+2. Implement `HandleCommand()` and `ApplyEvent()`
+3. Register in `cmd/main.go`
+```
+
+Claude can now work with aggregates without exploring the codebase.
+
+### Bad: Too Vague
+
+```markdown
+## Architecture
+
+Uses standard Go patterns. See the code for details.
+```
+
+Claude has to explore to understand anything.
+
+## Maintenance
+
+Update CLAUDE.md when:
+- Adding new architectural patterns
+- Changing project structure
+- Adding important dependencies
+- Discovering conventions that aren't documented
+
+Don't update for:
+- Every code change
+- Bug fixes
+- Minor refactors

skills/code-review/SKILL.md

@@ -1,6 +1,8 @@
 ---
 name: code-review
+model: haiku
 description: Review code for quality, bugs, security, and style issues. Use when reviewing pull requests, checking code quality, looking for bugs or security vulnerabilities, or when the user asks for a code review.
+user-invocable: false
 ---
 
 # Code Review

skills/commit/SKILL.md

@@ -0,0 +1,92 @@
+---
+name: commit
+description: >
+  Create a commit with an auto-generated conventional commit message. Analyzes staged
+  changes and proposes a message for approval. Use when committing changes, creating
+  commits, or when user says /commit.
+model: haiku
+argument-hint:
+user-invocable: true
+---
+
+# Commit Changes
+
+## Process
+
+1. **Check for staged changes**:
+   ```bash
+   git diff --staged --stat
+   ```
+
+   If no staged changes, inform the user and suggest staging files first:
+   - Show unstaged changes with `git status`
+   - Ask if they want to stage all changes (`git add -A`) or specific files
+
+2. **Analyze staged changes**:
+   ```bash
+   git diff --staged
+   ```
+
+   Examine the diff to understand:
+   - What files were changed, added, or deleted
+   - The nature of the changes (new feature, bug fix, refactor, docs, etc.)
+   - Key details worth mentioning
+
+3. **Generate commit message**:
+
+   Create a conventional commit message following this format:
+   ```
+   <type>(<scope>): <description>
+
+   [optional body with more details]
+
+   Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
+   ```
+
+   **Types:**
+   - `feat`: New feature or capability
+   - `fix`: Bug fix
+   - `refactor`: Code restructuring without behavior change
+   - `docs`: Documentation changes
+   - `style`: Formatting, whitespace (no code change)
+   - `test`: Adding or updating tests
+   - `chore`: Maintenance tasks, dependencies, config
+
+   **Scope:** The component or area affected (optional, use when helpful)
+
+   **Description:**
+   - Imperative mood ("add" not "added")
+   - Lowercase first letter
+   - No period at the end
+   - Focus on the "why" when the "what" is obvious
+
+4. **Present message for approval**:
+
+   Show the proposed message and ask the user to:
+   - **Approve**: Use the message as-is
+   - **Edit**: Let them modify the message
+   - **Regenerate**: Create a new message with different focus
+
+5. **Create the commit**:
+
+   Once approved, execute:
+   ```bash
+   git commit -m "$(cat <<'EOF'
+   <approved message>
+   EOF
+   )"
+   ```
+
+6. **Confirm success**:
+
+   Show the commit result and suggest next steps:
+   - Push to remote: `git push`
+   - Continue working and commit more changes
+
+## Guidelines
+
+- Only commits what's staged (respects partial staging)
+- Never auto-commits without user approval
+- Keep descriptions concise (50 chars or less for first line)
+- Include body for non-obvious changes
+- Always include Co-Authored-By attribution

skills/create-capability/SKILL.md

@@ -0,0 +1,205 @@
+---
+name: create-capability
+description: >
+  Create a new capability (skill, agent, or a cohesive set) for the architecture
+  repository. Use when creating new skills, agents, extending AI workflows, or when
+  user says /create-capability.
+model: haiku
+argument-hint: <description>
+user-invocable: true
+---
+
+# Create Capability
+
+@~/.claude/skills/capability-writing/SKILL.md
+
+Create new capabilities following latest Anthropic best practices (progressive disclosure, script bundling, Haiku-first).
+
+## Process
+
+1. **Understand the capability**: Analyze "$1" to understand what the user wants to build
+   - What domain or workflow does this cover?
+   - What user need does it address?
+   - What existing capabilities might overlap?
+
+2. **Determine components needed**: Based on the description, recommend which components:
+
+   | Pattern | When to Use |
+   |---------|-------------|
+   | Skill only (background) | Knowledge to apply automatically (reused across other skills) |
+   | Skill only (user-invocable) | User-invoked workflow |
+   | Skill + Agent | Workflow with isolated worker for complex subtasks |
+   | Full set | New domain expertise + workflow + isolated work |
+
+   Present recommendation with reasoning:
+   ```
+   ## Recommended Components for: $1
+
+   Based on your description, I recommend:
+   - **Skill**: `name` - [why this knowledge is needed]
+   - **Agent**: `name` - [why isolation/specialization is needed] (optional)
+
+   Reasoning: [explain why this combination fits the need]
+   ```
+
+3. **Analyze complexity** (NEW): For each skill, determine structure needed:
+
+   **Ask these questions:**
+
+   a) **Expected size**: Will this skill be >300 lines?
+      - If NO → Simple structure (just SKILL.md)
+      - If YES → Suggest progressive disclosure
+
+   b) **Error-prone operations**: Are there complex bash operations?
+      - Check for: PR creation, worktree management, complex git operations
+      - If YES → Suggest bundling scripts
+
+   c) **Degree of freedom**: What instruction style is appropriate?
+      - Multiple valid approaches → Text instructions (high freedom)
+      - Preferred pattern with variation → Templates (medium freedom)
+      - Fragile operations, exact sequence → Scripts (low freedom)
+
+   **Present structure recommendation:**
+   ```
+   ## Recommended Structure
+
+   Based on complexity analysis:
+   - **Size**: [Simple | Progressive disclosure]
+   - **Scripts**: [None | Bundle error-prone operations]
+   - **Degrees of freedom**: [High | Medium | Low]
+
+   Structure:
+   [Show folder structure diagram]
+   ```
+
+4. **Gather information**: For each recommended component, ask:
+
+   **For all components:**
+   - Name (kebab-case, descriptive)
+   - Description (one-line summary including trigger conditions)
+
+   **For Skills:**
+   - What domain/knowledge does this cover?
+   - What are the key concepts to teach?
+   - What patterns or templates should it include?
+   - Is it user-invocable (workflow) or background (reference)?
+
+   **For Agents:**
+   - What specialized role does this fill?
+   - What skills does it need?
+   - Should it be read-only (no Edit/Write)?
+
+5. **Select appropriate models** (UPDATED):
+
+   **Default to Haiku, upgrade only if needed:**
+
+   | Model | Use For | Cost vs Haiku |
+   |-------|---------|---------------|
+   | `haiku` | Most skills and agents (DEFAULT) | Baseline |
+   | `sonnet` | When Haiku would struggle (<80% success rate) | 12x more expensive |
+   | `opus` | Deep reasoning, architectural analysis | 60x more expensive |
+
+   **Ask for justification if not Haiku:**
+   - "This looks like a simple workflow. Should we try Haiku first?"
+   - "Does this require complex reasoning that Haiku can't handle?"
+
+   For each component, recommend Haiku unless there's clear reasoning for Sonnet/Opus.
+
+6. **Generate files**: Create content using templates from capability-writing skill
+
+   **Structure options:**
+
+   a) **Simple skill** (most common):
+   ```
+   skills/skill-name/
+   └── SKILL.md
+   ```
+
+   b) **Progressive disclosure** (for large skills):
+   ```
+   skills/skill-name/
+   ├── SKILL.md (~200-300 lines)
+   ├── reference/
+   │   ├── detailed-guide.md
+   │   └── api-reference.md
+   └── examples/
+       └── usage-examples.md
+   ```
+
+   c) **With bundled scripts** (for error-prone operations):
+   ```
+   skills/skill-name/
+   ├── SKILL.md
+   ├── reference/
+   │   └── error-handling.md
+   └── scripts/
+       ├── validate.sh
+       └── process.sh
+   ```
+
+   **Ensure proper inter-references:**
+   - User-invocable skill references background skills via `@~/.claude/skills/name/SKILL.md`
+   - Agent lists skills in `skills:` frontmatter (names only, not paths)
+   - User-invocable skill spawns agent via Task tool if agent is part of the set
+   - Scripts are called with `./scripts/script-name.sh` in SKILL.md
+
+7. **Present for approval**: Show all generated files with their full content:
+   ```
+   ## Generated Files
+
+   ### skills/name/SKILL.md
+   [full content]
+
+   ### skills/name/scripts/helper.sh (if applicable)
+   [full content]
+
+   ### agents/name/AGENT.md (if applicable)
+   [full content]
+
+   Ready to create these files?
+   ```
+
+8. **Create files** in correct locations after approval:
+   - Create directories if needed
+   - `skills/<name>/SKILL.md`
+   - `skills/<name>/scripts/` (if scripts recommended)
+   - `skills/<name>/reference/` (if progressive disclosure)
+   - `agents/<name>/AGENT.md` (if agent recommended)
+
+9. **Report success**:
+   ```
+   ## Capability Created: name
+
+   Files created:
+   - skills/name/SKILL.md
+   - skills/name/scripts/helper.sh (if applicable)
+   - agents/name/AGENT.md (if applicable)
+
+   Next steps:
+   1. Run `make install` to symlink to ~/.claude/
+   2. Test with: /name (for user-invocable skills)
+   3. **Test with Haiku** on 3-5 scenarios
+   4. Measure success rate (aim for ≥80%)
+   5. Upgrade to Sonnet only if Haiku <80%
+   ```
+
+## Guidelines (UPDATED)
+
+- Follow all conventions from capability-writing skill
+- **Default to Haiku** for all new skills/agents (12x cheaper, 2-5x faster)
+- **Bundle scripts** for error-prone bash operations
+- **Use progressive disclosure** for skills >500 lines
+- Reference existing skills rather than duplicating knowledge
+- Keep components focused - split if scope is too broad
+- User-invocable skills should have approval checkpoints
+- Skills should have descriptive `description` fields with trigger conditions
+- **Be concise** - assume Claude knows basics
+
+## Output Style
+
+Be concise and direct:
+- No preambles ("I'll help you...")
+- No sign-offs ("Let me know...")
+- Show structure diagrams clearly
+- Use tables for comparisons
+- One decision per section

skills/create-issue/SKILL.md

@@ -1,6 +1,11 @@
 ---
-description: Create a new Gitea issue. Can create single issues or batch create from a plan.
+name: create-issue
+description: >
+  Create a new Gitea issue. Can create single issues or batch create from a plan.
+  Use when creating issues, adding tickets, or when user says /create-issue.
+model: haiku
 argument-hint: [title] or "batch"
+user-invocable: true
 ---
 
 # Create Issue(s)

skills/create-repo/SKILL.md

@@ -0,0 +1,214 @@
+---
+name: create-repo
+description: >
+  Create a new repository with standard structure. Scaffolds vision.md, CLAUDE.md,
+  and CI configuration. Use when creating repos, initializing projects, or when user
+  says /create-repo.
+model: haiku
+argument-hint: <repo-name>
+context: fork
+user-invocable: true
+---
+
+# Create Repository
+
+@~/.claude/skills/repo-conventions/SKILL.md
+@~/.claude/skills/vision-management/SKILL.md
+@~/.claude/skills/claude-md-writing/SKILL.md
+@~/.claude/skills/gitea/SKILL.md
+
+Create a new repository with Flowmade's standard structure.
+
+## Process
+
+1. **Get repository name**: Use `$1` or ask the user
+   - Validate: lowercase, hyphens only, no `flowmade-` prefix
+   - Check it doesn't already exist: `tea repos flowmade-one/<name>`
+
+2. **Determine visibility**:
+   - Ask: "Should this repo be public (open source) or private (proprietary)?"
+   - Refer to repo-conventions skill for guidance on open vs proprietary
+
+3. **Gather vision context**:
+   - Read the organization manifesto: `../architecture/manifesto.md`
+   - Ask: "What does this product do? (one sentence)"
+   - Ask: "Which manifesto personas does it serve?"
+   - Ask: "What problem does it solve?"
+
+4. **Create the repository on Gitea**:
+   ```bash
+   tea repos create --name <repo-name> --private/--public --description "<description>"
+   ```
+
+5. **Clone and set up structure**:
+   ```bash
+   # Clone the new repo
+   git clone ssh://git@git.flowmade.one/flowmade-one/<repo-name>.git
+   cd <repo-name>
+   ```
+
+6. **Create vision.md**:
+   - Use the vision structure template from vision-management skill
+   - Link to `../architecture/manifesto.md`
+   - Fill in based on user's answers
+
+7. **Create CLAUDE.md** (following claude-md-writing skill):
+   ```markdown
+   # <Repo Name>
+
+   <One-line description from step 3>
+
+   ## Organization Context
+
+   This repo is part of Flowmade. See:
+   - [Organization manifesto](../architecture/manifesto.md) - who we are, what we believe
+   - [Repository map](../architecture/repos.md) - how this fits in the bigger picture
+   - [Vision](./vision.md) - what this specific product does
+
+   ## Setup
+
+   ```bash
+   # TODO: Add setup instructions
+   ```
+
+   ## Project Structure
+
+   TODO: Document key directories once code exists.
+
+   ## Development
+
+   ```bash
+   make build    # Build the project
+   make test     # Run tests
+   make lint     # Run linters
+   ```
+
+   ## Architecture
+
+   TODO: Document key patterns and conventions once established.
+   ```
+
+8. **Create Makefile** (basic template):
+   ```makefile
+   .PHONY: build test lint
+
+   build:
+   	@echo "TODO: Add build command"
+
+   test:
+   	@echo "TODO: Add test command"
+
+   lint:
+   	@echo "TODO: Add lint command"
+   ```
+
+9. **Create CI workflow**:
+   ```bash
+   mkdir -p .gitea/workflows
+   ```
+
+   Create `.gitea/workflows/ci.yaml`:
+   ```yaml
+   name: CI
+   on:
+     push:
+       branches: [main]
+     pull_request:
+       branches: [main]
+
+   jobs:
+     build:
+       runs-on: ubuntu-latest
+       steps:
+         - uses: actions/checkout@v4
+         - name: Build
+           run: make build
+         - name: Test
+           run: make test
+         - name: Lint
+           run: make lint
+   ```
+
+10. **Create .gitignore** (basic, expand based on language):
+    ```
+    # IDE
+    .idea/
+    .vscode/
+    *.swp
+
+    # OS
+    .DS_Store
+    Thumbs.db
+
+    # Build artifacts
+    /dist/
+    /build/
+    /bin/
+
+    # Dependencies (language-specific, add as needed)
+    /node_modules/
+    /vendor/
+    ```
+
+11. **Initial commit and push**:
+    ```bash
+    git add .
+    git commit -m "Initial repository structure
+
+    - vision.md linking to organization manifesto
+    - CLAUDE.md with project instructions
+    - CI workflow template
+    - Basic Makefile
+
+    Generated with [Claude Code](https://claude.com/claude-code)
+
+    Co-Authored-By: Claude <noreply@anthropic.com>"
+
+    git push -u origin main
+    ```
+
+12. **Report success**:
+    ```
+    Repository created: https://git.flowmade.one/flowmade-one/<repo-name>
+
+    Next steps:
+    1. cd ../<repo-name>
+    2. Update CLAUDE.md with actual setup instructions
+    3. Update Makefile with real build commands
+    4. Start building!
+    ```
+
+## Output Example
+
+```
+## Creating Repository: my-service
+
+Visibility: Private (proprietary)
+Description: Internal service for processing events
+
+### Files Created
+
+- vision.md (linked to manifesto)
+- CLAUDE.md (project instructions)
+- Makefile (build template)
+- .gitea/workflows/ci.yaml (CI pipeline)
+- .gitignore (standard ignores)
+
+### Repository URL
+
+https://git.flowmade.one/flowmade-one/my-service
+
+### Next Steps
+
+1. cd ../my-service
+2. Update CLAUDE.md with setup instructions
+3. Update Makefile with build commands
+4. Start coding!
+```
+
+## Guidelines
+
+- Always link vision.md to the sibling architecture repo
+- Keep initial structure minimal - add complexity as needed
+- CI should pass on empty repo (use placeholder commands)
+- Default to private unless explicitly open-sourcing

skills/dashboard/SKILL.md

@@ -0,0 +1,90 @@
+---
+name: dashboard
+description: >
+  Show dashboard of open issues, PRs awaiting review, and CI status. Use when
+  checking project status, viewing issues/PRs, or when user says /dashboard.
+model: haiku
+user-invocable: true
+---
+
+# Repository Dashboard
+
+@~/.claude/skills/gitea/SKILL.md
+
+Fetch and display the following sections:
+
+## 1. Open Issues
+
+Run `tea issues` to list all open issues.
+
+Format as a table showing:
+- Number
+- Title
+- Author
+
+## 2. Open Pull Requests
+
+Run `tea pulls` to list all open PRs.
+
+Format as a table showing:
+- Number
+- Title
+- Author
+
+## 3. CI Status (Recent Workflow Runs)
+
+Run `tea actions runs` to list recent workflow runs.
+
+**Output formatting:**
+- Show the most recent 10 workflow runs maximum
+- For each run, display:
+  - Status (use indicators: [SUCCESS], [FAILURE], [RUNNING], [PENDING])
+  - Workflow name
+  - Branch or PR reference
+  - Commit (short SHA)
+  - Triggered time
+
+**Highlighting:**
+- **Highlight failed runs** by prefixing with a warning indicator and ensuring they stand out visually
+- Example: "**[FAILURE]** build - PR #42 - abc1234 - 2h ago"
+
+**Handling repos without CI:**
+- If `tea actions runs` returns "No workflow runs found" or similar, display:
+  "No CI workflows configured for this repository."
+- Do not treat this as an error - simply note it and continue
+
+## Output Format
+
+Present each section with a clear header. Example:
+
+```
+## Open Issues (3)
+
+| #  | Title                  | Author |
+|----|------------------------|--------|
+| 15 | Fix login timeout      | alice  |
+| 12 | Add dark mode          | bob    |
+| 8  | Update documentation   | carol  |
+
+## Open Pull Requests (2)
+
+| #  | Title                  | Author |
+|----|------------------------|--------|
+| 16 | Fix login timeout      | alice  |
+| 14 | Refactor auth module   | bob    |
+
+## CI Status
+
+| Status      | Workflow | Branch/PR   | Commit  | Time    |
+|-------------|----------|-------------|---------|---------|
+| **[FAILURE]** | build    | PR #16      | abc1234 | 2h ago  |
+| [SUCCESS]   | build    | main        | def5678 | 5h ago  |
+| [SUCCESS]   | lint     | main        | def5678 | 5h ago  |
+```
+
+If no CI is configured:
+```
+## CI Status
+
+No CI workflows configured for this repository.
+```

skills/gitea/SKILL.md

@@ -1,6 +1,8 @@
 ---
 name: gitea
+model: haiku
 description: View, create, and manage Gitea issues and pull requests using tea CLI. Use when working with issues, PRs, viewing issue details, creating pull requests, adding comments, merging PRs, or when the user mentions tea, gitea, issue numbers, or PR numbers.
+user-invocable: false
 ---
 
 # Gitea CLI (tea)

skills/groom/SKILL.md

@@ -1,6 +1,12 @@
 ---
-description: Groom and improve issues. Without argument, reviews all open issues. With argument, grooms specific issue.
+name: groom
+description: >
+  Groom and improve issues. Without argument, reviews all open issues. With argument,
+  grooms specific issue. Use when grooming backlog, improving issues, or when user
+  says /groom.
+model: sonnet
 argument-hint: [issue-number]
+user-invocable: true
 ---
 
 # Groom Issues

skills/improve/SKILL.md

@@ -1,5 +1,12 @@
 ---
-description: Identify improvement opportunities based on product vision. Analyzes gaps between vision goals and current backlog.
+name: improve
+description: >
+  Identify improvement opportunities based on product vision. Analyzes gaps between
+  vision goals and current backlog. Use when analyzing alignment, finding gaps, or
+  when user says /improve.
+model: sonnet
+context: fork
+user-invocable: true
 ---
 
 # Improvement Analysis

skills/issue-writing/SKILL.md

@@ -1,6 +1,8 @@
 ---
 name: issue-writing
+model: haiku
 description: Write clear, actionable issues with proper structure and acceptance criteria. Use when creating issues, writing bug reports, feature requests, or when the user needs help structuring an issue.
+user-invocable: false
 ---
 
 # Issue Writing
@@ -48,6 +50,39 @@ Examples:
 - [ ] Session persists across browser refresh
 ```
 
+## Vertical Slices
+
+Issues should be **vertical slices** that deliver user-visible value.
+
+### The Demo Test
+
+Before writing an issue, ask: **Can a user demo or test this independently?**
+
+- **Yes** → Good issue scope
+- **No** → Rethink the breakdown
+
+### Good vs Bad Issue Titles
+
+| Good (Vertical) | Bad (Horizontal) |
+|-----------------|------------------|
+| "User can save and reload diagram" | "Add persistence layer" |
+| "Show error when login fails" | "Add error handling" |
+| "Domain expert can list orders" | "Add query syntax to ADL" |
+
+### Writing User-Focused Issues
+
+Frame issues around user capabilities:
+
+```markdown
+# Bad: Technical task
+Title: Add email service integration
+
+# Good: User capability
+Title: User receives confirmation email after signup
+```
+
+The technical work is the same, but the good title makes success criteria clear.
+
 ## Issue Types
 
 ### Bug Report

skills/manifesto/SKILL.md

@@ -1,5 +1,11 @@
 ---
-description: View and manage the organization manifesto. Shows identity, personas, beliefs, and principles.
+name: manifesto
+description: >
+  View and manage the organization manifesto. Shows identity, personas, beliefs,
+  and principles. Use when viewing manifesto, checking organization identity, or
+  when user says /manifesto.
+model: haiku
+user-invocable: true
 ---
 
 # Organization Manifesto

skills/plan-issues/SKILL.md

@@ -1,6 +1,13 @@
 ---
-description: Plan and create issues for a feature or improvement. Breaks down work into well-structured issues with vision alignment.
+name: plan-issues
+description: >
+  Plan and create issues for a feature or improvement. Breaks down work into
+  well-structured issues with vision alignment. Use when planning a feature,
+  creating a roadmap, breaking down large tasks, or when user says /plan-issues.
+model: sonnet
 argument-hint: <feature-description>
+context: fork
+user-invocable: true
 ---
 
 # Plan Feature: $1
@@ -15,12 +22,24 @@ argument-hint: <feature-description>
 3. **Identify job**: Which job to be done does this enable?
 4. **Understand the feature**: Analyze what "$1" involves
 5. **Explore the codebase** if needed to understand context
-6. **Break down** into discrete, actionable issues:
+
+6. **Discovery phase**: Before proposing issues, walk through the user workflow:
+   - Who is the specific user?
+   - What is their goal?
+   - What is their step-by-step workflow to reach that goal?
+   - What exists today?
+   - Where does the workflow break or have gaps?
+   - What's the MVP that delivers value?
+
+   Present this as a workflow walkthrough before proposing any issues.
+
+7. **Break down** into discrete, actionable issues:
+   - Derive issues from the workflow gaps identified in discovery
    - Each issue should be independently completable
    - Clear dependencies between issues
    - Appropriate scope (not too big, not too small)
 
-7. **Present the plan** (include vision alignment if vision exists):
+8. **Present the plan** (include vision alignment if vision exists):
    ```
    ## Proposed Issues for: $1
 
@@ -29,12 +48,15 @@ argument-hint: <feature-description>
    Supports: [Milestone/Goal name]
 
    1. [Title] - Brief description
+      Addresses gap: [which workflow gap this solves]
       Dependencies: none
 
    2. [Title] - Brief description
+      Addresses gap: [which workflow gap this solves]
       Dependencies: #1
 
    3. [Title] - Brief description
+      Addresses gap: [which workflow gap this solves]
       Dependencies: #1, #2
    ```
 
@@ -44,7 +66,7 @@ argument-hint: <feature-description>
    - This should be added as a non-goal
    - Proceed anyway (with justification)
 
-8. **Ask for approval** before creating issues
+9. **Ask for approval** before creating issues
-9. **Create issues** in dependency order (blockers first)
+10. **Create issues** in dependency order (blockers first)
-10. **Link dependencies** using `tea issues deps add <issue> <blocker>` for each dependency
+11. **Link dependencies** using `tea issues deps add <issue> <blocker>` for each dependency
-11. **Present summary** with links to created issues and dependency graph
+12. **Present summary** with links to created issues and dependency graph

skills/pr/SKILL.md

@@ -0,0 +1,153 @@
+---
+name: pr
+description: >
+  Create a PR from current branch. Auto-generates title and description from branch
+  name and commits. Use when creating pull requests, submitting changes, or when
+  user says /pr.
+model: haiku
+user-invocable: true
+---
+
+# Create Pull Request
+
+@~/.claude/skills/gitea/SKILL.md
+
+Quick PR creation from current branch - lighter than full `/work-issue` flow for when you're already on a branch with commits.
+
+## Prerequisites
+
+- Current branch is NOT main/master
+- Branch has commits ahead of main
+- Changes have been pushed to origin (or will be pushed)
+
+## Process
+
+### 1. Verify Branch State
+
+```bash
+# Check current branch
+git branch --show-current
+
+# Ensure we're not on main
+# If on main, abort with message: "Cannot create PR from main branch"
+
+# Check for commits ahead of main
+git log main..HEAD --oneline
+```
+
+### 2. Push if Needed
+
+```bash
+# Check if branch is tracking remote
+git status -sb
+
+# If not pushed or behind, push with upstream
+git push -u origin <branch-name>
+```
+
+### 3. Generate PR Title
+
+**Option A: Branch contains issue number** (e.g., `issue-42-add-feature`)
+
+Extract issue number and use format: `[Issue #<number>] <issue-title>`
+
+```bash
+tea issues <number>  # Get the actual issue title
+```
+
+**Option B: No issue number**
+
+Generate from branch name or recent commit messages:
+- Convert branch name from kebab-case to title case: `add-user-auth` -> `Add user auth`
+- Or use the most recent commit subject line
+
+### 4. Generate PR Description
+
+Analyze the diff and commits to generate a description:
+
+```bash
+# Get diff against main
+git diff main...HEAD --stat
+
+# Get commit messages
+git log main..HEAD --format="- %s"
+```
+
+Structure the description:
+
+```markdown
+## Summary
+[1-2 sentences describing the overall change]
+
+## Changes
+[Bullet points summarizing commits or key changes]
+
+[If issue linked: "Closes #<number>"]
+```
+
+### 5. Create PR
+
+Use tea CLI to create the PR:
+
+```bash
+tea pulls create --title "<generated-title>" --description "<generated-description>"
+```
+
+Capture the PR number from the output (e.g., "Pull Request #42 created").
+
+### 6. Auto-review
+
+Inform the user that auto-review is starting, then spawn the `code-reviewer` agent in background:
+
+```
+Task tool with:
+  - subagent_type: "code-reviewer"
+  - run_in_background: true
+  - prompt: |
+      Review PR #<PR_NUMBER> in the repository at <REPO_PATH>.
+
+      1. Checkout the PR: tea pulls checkout <PR_NUMBER>
+      2. Get the diff: git diff main...HEAD
+      3. Analyze for code quality, bugs, security, style, test coverage
+      4. Post structured review comment with tea comment
+      5. Merge with rebase if LGTM, otherwise leave for user
+```
+
+### 7. Display Result
+
+Show the user:
+- PR URL/number
+- Generated title and description
+- Status of auto-review (spawned in background)
+
+## Issue Linking
+
+To detect if branch is linked to an issue:
+
+1. Check branch name for patterns:
+   - `issue-<number>-*`
+   - `<number>-*`
+   - `*-#<number>`
+
+2. If issue number found:
+   - Fetch issue title from Gitea
+   - Use `[Issue #N] <issue-title>` format for PR title
+   - Add `Closes #N` to description
+
+## Example Output
+
+```
+Created PR #42: [Issue #15] Add /pr command
+
+## Summary
+Adds /pr command for quick PR creation from current branch.
+
+## Changes
+- Add commands/pr.md with auto-generation logic
+- Support issue linking from branch name
+
+Closes #15
+
+---
+Auto-review started in background. Check status with: tea pulls 42 --comments
+```

skills/repo-conventions/SKILL.md

@@ -0,0 +1,204 @@
+---
+name: repo-conventions
+model: haiku
+description: Standard structure and conventions for Flowmade repositories. Use when creating new repos, reviewing repo structure, or setting up projects.
+user-invocable: false
+---
+
+# Repository Conventions
+
+Standard structure and conventions for Flowmade repositories.
+
+## Repository Layout
+
+All product repos should follow this structure relative to the architecture repo:
+
+```
+org/
+├── architecture/           # Organizational source of truth
+│   ├── manifesto.md        # Organization identity and beliefs
+│   ├── skills/             # User-invocable and background skills
+│   └── agents/             # Subtask handlers
+├── product-a/              # Product repository
+│   ├── vision.md           # Product vision (extends manifesto)
+│   ├── CLAUDE.md           # AI assistant instructions
+│   ├── .gitea/workflows/   # CI/CD pipelines
+│   └── ...
+└── product-b/
+    └── ...
+```
+
+## Required Files
+
+### vision.md
+
+Every product repo needs a vision that extends the organization manifesto.
+
+```markdown
+# Vision
+
+This product vision builds on the [organization manifesto](../architecture/manifesto.md).
+
+## Who This Product Serves
+
+### [Persona Name]
+
+[Product-specific description]
+
+*Extends: [Org persona] (from manifesto)*
+
+## What They're Trying to Achieve
+
+| Product Job | Enables Org Job |
+|-------------|-----------------|
+| "[Product job]" | "[Org job from manifesto]" |
+
+## The Problem
+
+[Pain points this product addresses]
+
+## The Solution
+
+[How this product solves those problems]
+
+## Product Principles
+
+### [Principle Name]
+
+[Description]
+
+*Extends: "[Org principle]"*
+
+## Non-Goals
+
+- **[Non-goal].** [Explanation]
+```
+
+### CLAUDE.md
+
+Project-specific context for AI assistants. See [claude-md-writing skill](../claude-md-writing/SKILL.md) for detailed guidance.
+
+```markdown
+# [Project Name]
+
+[One-line description]
+
+## Organization Context
+
+This repo is part of Flowmade. See:
+- [Organization manifesto](../architecture/manifesto.md) - who we are, what we believe
+- [Repository map](../architecture/repos.md) - how this fits in the bigger picture
+- [Vision](./vision.md) - what this specific product does
+
+## Setup
+
+[How to get the project running locally]
+
+## Project Structure
+
+[Key directories and their purposes]
+
+## Development
+
+[How to build, test, run]
+
+## Architecture
+
+[Key architectural decisions and patterns]
+```
+
+### .gitea/workflows/ci.yaml
+
+Standard CI pipeline. Adapt based on language/framework.
+
+```yaml
+name: CI
+on:
+  push:
+    branches: [main]
+  pull_request:
+    branches: [main]
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      - name: Build
+        run: make build
+      - name: Test
+        run: make test
+      - name: Lint
+        run: make lint
+```
+
+## Naming Conventions
+
+### Repository Names
+
+- Lowercase with hyphens: `product-name`, `service-name`
+- Descriptive but concise
+- No prefixes like `flowmade-` (the org already provides context)
+
+### Branch Names
+
+- `main` - default branch, always deployable
+- `issue-<number>-<short-description>` - feature branches
+- No `develop` or `staging` branches - use main + feature flags
+
+### Commit Messages
+
+- Imperative mood: "Add feature" not "Added feature"
+- First line: summary (50 chars)
+- Body: explain why, not what (the diff shows what)
+- Reference issues: "Fixes #42" or "Closes #42"
+
+## Open vs Proprietary
+
+Decisions about what to open-source are guided by the manifesto:
+
+| Type | Open Source? | Reason |
+|------|--------------|--------|
+| Infrastructure tooling | Yes | Builds community, low competitive risk |
+| Generic libraries | Yes | Ecosystem benefits, adoption |
+| Core platform IP | No | Differentiator, revenue source |
+| Domain-specific features | No | Product value |
+
+When uncertain, default to proprietary. Opening later is easier than closing.
+
+## CI/CD Conventions
+
+### Runners
+
+- Use self-hosted ARM64 runners where possible (resource efficiency)
+- KEDA-scaled runners for burst capacity
+- Cache dependencies aggressively
+
+### Deployments
+
+- Main branch auto-deploys to staging
+- Production requires manual approval or tag
+- Use GitOps (ArgoCD) for Kubernetes deployments
+
+## Dependencies
+
+### Go Projects
+
+- Use Go modules
+- Vendor dependencies for reproducibility
+- Pin major versions, allow minor updates
+
+### General
+
+- Prefer fewer, well-maintained dependencies
+- Audit transitive dependencies
+- Update regularly, don't let them rot
+
+## Documentation
+
+Following the manifesto principle "Encode, don't document":
+
+- CLAUDE.md: How to work with this repo (for AI and humans)
+- vision.md: Why this product exists
+- Code comments: Only for non-obvious "why"
+- No separate docs folder unless user-facing documentation

skills/retro/SKILL.md

@@ -1,11 +1,17 @@
 ---
-description: Run a retrospective on completed work. Captures insights as issues for later encoding into skills/commands/agents.
+name: retro
+description: >
+  Run a retrospective on completed work. Captures insights as issues for later
+  encoding into skills/agents. Use when capturing learnings, running retrospectives,
+  or when user says /retro.
+model: haiku
 argument-hint: [task-description]
+user-invocable: true
 ---
 
 # Retrospective
 
-Capture insights from completed work as issues on the architecture repo. Issues are later encoded into learnings and skills/commands/agents.
+Capture insights from completed work as issues on the architecture repo. Issues are later encoded into learnings and skills/agents.
 
 @~/.claude/skills/vision-management/SKILL.md
 @~/.claude/skills/gitea/SKILL.md
@@ -13,7 +19,7 @@ Capture insights from completed work as issues on the architecture repo. Issues
 ## Flow
 
 ```
-Retro (any repo) → Issue (architecture repo) → Encode: learning file + skill/command/agent
+Retro (any repo) → Issue (architecture repo) → Encode: learning file + skill/agent
 ```
 
 The retro creates the issue. Encoding happens when the issue is worked on.
@@ -29,13 +35,13 @@ The retro creates the issue. Encoding happens when the issue is worked on.
 
 3. **Identify insights**: For each insight, determine:
    - **What was learned**: The specific insight
-   - **Where to encode it**: Which skill, command, or agent should change?
+   - **Where to encode it**: Which skill or agent should change?
    - **Governance impact**: What does this mean for how we work?
 
-4. **Create issue on architecture repo**: Always create issues on `flowmade-one/ai`:
+4. **Create issue on architecture repo**: Always create issues on `flowmade-one/architecture`:
 
    ```bash
-   tea issues create -r flowmade-one/ai \
+   tea issues create -r flowmade-one/architecture \
      --title "[Learning] <brief description>" \
      --description "## Context
    [Task that triggered this insight]
@@ -45,7 +51,6 @@ The retro creates the issue. Encoding happens when the issue is worked on.
 
    ## Suggested Encoding
    - [ ] \`skills/xxx/SKILL.md\` - [what to add/change]
-   - [ ] \`commands/xxx.md\` - [what to add/change]
    - [ ] \`agents/xxx/agent.md\` - [what to add/change]
 
    ## Governance
@@ -78,14 +83,13 @@ When encoding a learning issue, the implementer should:
    ## Encoded In
 
    - `skills/xxx/SKILL.md` - [what was added/changed]
-   - `commands/xxx.md` - [what was added/changed]
 
    ## Governance
 
    [What this means for how we work]
    ```
 
-2. **Update skill/command/agent** with the encoded knowledge
+2. **Update skill/agent** with the encoded knowledge
 
 3. **Close the issue** with reference to the learning file and changes made
 
@@ -94,7 +98,7 @@ When encoding a learning issue, the implementer should:
 | Insight Type | Encode In |
 |--------------|-----------|
 | How to use a tool | `skills/[tool]/SKILL.md` |
-| Workflow improvement | `commands/[command].md` |
+| Workflow improvement | `skills/[skill]/SKILL.md` (user-invocable) |
 | Subtask behavior | `agents/[agent]/agent.md` |
 | Organization belief | `manifesto.md` |
 | Product direction | `vision.md` (in product repo) |
@@ -103,8 +107,8 @@ When encoding a learning issue, the implementer should:
 
 Add appropriate labels to issues:
 - `learning` - Always add this
-- `prompt-improvement` - For command/skill text changes
+- `prompt-improvement` - For skill text changes
-- `new-feature` - For new commands/skills/agents
+- `new-feature` - For new skills/agents
 - `bug` - For things that are broken
 
 ## Guidelines

skills/review-pr/SKILL.md

@@ -0,0 +1,90 @@
+---
+name: review-pr
+description: >
+  Review a Gitea pull request. Fetches PR details, diff, and comments. Includes
+  both code review and software architecture review. Use when reviewing pull requests,
+  checking code quality, or when user says /review-pr.
+model: sonnet
+argument-hint: <pr-number>
+user-invocable: true
+---
+
+# Review PR #$1
+
+@~/.claude/skills/gitea/SKILL.md
+@~/.claude/skills/software-architecture/SKILL.md
+
+## 1. Gather Information
+
+1. **View PR details** with `--comments` flag to see description, metadata, and discussion
+2. **Get the diff** to review the changes:
+   ```bash
+   tea pulls checkout <number>
+   git diff main...HEAD
+   ```
+
+## 2. Code Review
+
+Review the changes and provide feedback on:
+- Code quality and style
+- Potential bugs or logic errors
+- Test coverage
+- Documentation updates
+
+## 3. Software Architecture Review
+
+Spawn the software-architect agent for architectural analysis:
+
+```
+Task tool with:
+  - subagent_type: "software-architect"
+  - prompt: |
+      ANALYSIS_TYPE: pr-review
+      TARGET: <pr-number>
+      CONTEXT: [Include the PR diff and description]
+```
+
+The architecture review checks:
+- **Pattern consistency**: Changes follow existing codebase patterns
+- **Dependency direction**: Dependencies flow correctly (toward domain layer)
+- **Breaking changes**: API changes are flagged and justified
+- **Module boundaries**: Changes respect existing package boundaries
+- **Error handling**: Errors wrapped with context, proper error types used
+
+## 4. Present Findings
+
+Structure the review with two sections:
+
+### Code Review
+- Quality, bugs, style issues
+- Test coverage gaps
+- Documentation needs
+
+### Architecture Review
+- Summary of architectural concerns from agent
+- Pattern violations or anti-patterns detected
+- Dependency or boundary issues
+- Breaking change assessment
+
+## 5. User Actions
+
+Ask the user what action to take:
+- **Merge**: Post review summary as comment, then merge with rebase style
+- **Request changes**: Leave feedback without merging
+- **Comment only**: Add a comment for discussion
+
+## Merging
+
+Always use tea CLI for merges to preserve user attribution:
+
+```bash
+tea pulls merge <number> --style rebase
+```
+
+For review comments, use `tea comment` since `tea pulls review` is interactive-only:
+
+```bash
+tea comment <number> "<review summary>"
+```
+
+> **Warning**: Never use the Gitea API with admin credentials for user-facing operations like merging. This causes the merge to be attributed to the admin account instead of the user.

skills/roadmap-planning/SKILL.md

@@ -1,6 +1,8 @@
 ---
 name: roadmap-planning
+model: haiku
 description: Plan features and break down work into implementable issues. Use when planning a feature, creating a roadmap, breaking down large tasks, or when the user needs help organizing work into issues.
+user-invocable: false
 ---
 
 # Roadmap Planning
@@ -14,7 +16,33 @@ How to plan features and create issues for implementation.
 - Who benefits and how?
 - What's the success criteria?
 
-### 2. Break Down the Work
+### 2. Discovery Phase
+
+Before breaking down work into issues, understand the user's workflow:
+
+| Question | Why It Matters |
+|----------|----------------|
+| **Who** is the user? | Specific persona, not "users" |
+| **What's their goal?** | The job they're trying to accomplish |
+| **What's their workflow?** | Step-by-step actions to reach the goal |
+| **What exists today?** | Current state and gaps |
+| **What's the MVP?** | Minimum to deliver value |
+
+**Walk through the workflow step by step:**
+1. User starts at: [starting point]
+2. User does: [action 1]
+3. System responds: [what happens]
+4. User does: [action 2]
+5. ... continue until goal is reached
+
+**Identify the gaps:**
+- Where does the workflow break today?
+- Which steps are missing or painful?
+- What's the smallest change that unblocks value?
+
+**Derive issues from workflow gaps** - not from guessing what might be needed. Each issue should address a specific gap in the user's workflow.
+
+### 3. Break Down the Work
 - Identify distinct components
 - Define boundaries between pieces
 - Aim for issues that are:
@@ -22,16 +50,58 @@ How to plan features and create issues for implementation.
   - Independently testable
   - Clear in scope
 
-### 3. Identify Dependencies
+### 4. Identify Dependencies
 - Which pieces must come first?
 - What can be parallelized?
 - Are there external blockers?
 
-### 4. Create Issues
+### 5. Create Issues
 - Follow issue-writing patterns
 - Reference dependencies explicitly
 - Use consistent labeling
 
+## Vertical vs Horizontal Slices
+
+**Prefer vertical slices** - each issue should deliver user-visible value.
+
+| Vertical (Good) | Horizontal (Bad) |
+|-----------------|------------------|
+| "User can save and reload their diagram" | "Add persistence layer" + "Add save API" + "Add load API" |
+| "Domain expert can list all orders" | "Add query syntax to ADL" + "Add query runtime" + "Add query UI" |
+| "User can reset forgotten password" | "Add email service" + "Add reset token model" + "Add reset form" |
+
+### The Demo Test
+
+Ask: **Can a user demo or test this issue independently?**
+
+- **Yes** → Good vertical slice
+- **No** → Probably a horizontal slice, break differently
+
+### Break by User Capability, Not Technical Layer
+
+Instead of thinking "what technical components do we need?", think "what can the user do after this issue is done?"
+
+```
+# Bad: Technical layers
+├── Add database schema
+├── Add API endpoint
+├── Add frontend form
+
+# Good: User capabilities
+├── User can create a draft
+├── User can publish the draft
+├── User can edit published content
+```
+
+### When Horizontal Slices Are Acceptable
+
+Sometimes horizontal slices are necessary:
+- **Infrastructure setup** - Database, CI/CD, deployment (do once, enables everything)
+- **Security foundations** - Auth system before any protected features
+- **Shared libraries** - When multiple features need the same foundation
+
+Even then, keep them minimal and follow immediately with vertical slices that use them.
+
 ## Breaking Down Features
 
 ### By Layer

skills/roadmap/SKILL.md

@@ -1,5 +1,11 @@
 ---
-description: View current issues as a roadmap. Shows open issues organized by status and dependencies.
+name: roadmap
+description: >
+  View current issues as a roadmap. Shows open issues organized by status and
+  dependencies. Use when viewing roadmap, checking issue status, or when user
+  says /roadmap.
+model: haiku
+user-invocable: true
 ---
 
 # Roadmap View

skills/software-architecture/SKILL.md

@@ -0,0 +1,633 @@
+---
+name: software-architecture
+model: haiku
+description: >
+  Architectural patterns for building systems: DDD, Event Sourcing, event-driven communication.
+  Use when implementing features, reviewing code, planning issues, refining architecture,
+  or making design decisions. Ensures alignment with organizational beliefs about
+  auditability, domain modeling, and independent evolution.
+user-invocable: false
+---
+
+# Software Architecture
+
+Architectural patterns and best practices. This skill is auto-triggered when implementing, reviewing, or planning work that involves architectural decisions.
+
+## Architecture Beliefs
+
+These outcome-focused beliefs (from our organization manifesto) guide architectural decisions:
+
+| Belief | Why It Matters |
+|--------|----------------|
+| **Auditability by default** | Systems should remember what happened, not just current state |
+| **Business language in code** | Domain experts' words should appear in the codebase |
+| **Independent evolution** | Parts should change without breaking other parts |
+| **Explicit over implicit** | Intent and side effects should be visible and traceable |
+
+## Beliefs → Patterns
+
+| Belief | Primary Pattern | Supporting Patterns |
+|--------|-----------------|---------------------|
+| Auditability by default | Event Sourcing | Immutable events, temporal queries |
+| Business language in code | Domain-Driven Design | Ubiquitous language, aggregates, bounded contexts |
+| Independent evolution | Event-driven communication | Bounded contexts, published language |
+| Explicit over implicit | Commands and Events | Domain events, clear intent |
+
+## Event Sourcing
+
+**Achieves:** Auditability by default
+
+Instead of storing current state, store the sequence of events that led to it.
+
+**Core concepts:**
+- **Events** are immutable facts about what happened, named in past tense: `OrderPlaced`, `PaymentReceived`
+- **State** is derived by replaying events, not stored directly
+- **Event store** is append-only - history is never modified
+
+**Why this matters:**
+- Complete audit trail for free
+- Debug by replaying history
+- Answer "what was the state at time X?"
+- Recover from bugs by fixing logic and replaying
+
+**Trade-offs:**
+- More complex than CRUD for simple cases
+- Requires thinking in events, not state
+- Eventually consistent read models
+
+## Domain-Driven Design
+
+**Achieves:** Business language in code
+
+The domain model reflects how the business thinks and talks.
+
+**Core concepts:**
+- **Ubiquitous language** - same terms in code, conversations, and documentation
+- **Bounded contexts** - explicit boundaries where terms have consistent meaning
+- **Aggregates** - clusters of objects that change together, with one root entity
+- **Domain events** - capture what happened in business terms
+
+**Why this matters:**
+- Domain experts can read and validate the model
+- New team members learn the domain through code
+- Changes in business rules map clearly to code changes
+
+**Trade-offs:**
+- Upfront investment in understanding the domain
+- Boundaries may need to shift as understanding grows
+- Overkill for pure technical/infrastructure code
+
+## Event-Driven Communication
+
+**Achieves:** Independent evolution
+
+Services communicate by publishing events, not calling each other directly.
+
+**Core concepts:**
+- **Publish events** when something important happens
+- **Subscribe to events** you care about
+- **No direct dependencies** between publisher and subscriber
+- **Eventual consistency** - accept that not everything updates instantly
+
+**Why this matters:**
+- Add new services without changing existing ones
+- Services can be deployed independently
+- Natural resilience - if a subscriber is down, events queue
+
+**Trade-offs:**
+- Harder to trace request flow
+- Eventual consistency requires different thinking
+- Need infrastructure for reliable event delivery
+
+## Commands and Events
+
+**Achieves:** Explicit over implicit
+
+Distinguish between requests (commands) and facts (events).
+
+**Core concepts:**
+- **Commands** express intent: `PlaceOrder`, `CancelSubscription`
+- Commands can be rejected (validation, business rules)
+- **Events** express facts: `OrderPlaced`, `SubscriptionCancelled`
+- Events are immutable - what happened, happened
+
+**Why this matters:**
+- Clear separation of "trying to do X" vs "X happened"
+- Commands validate, events just record
+- Enables replay - reprocess events with new logic
+
+## When to Diverge
+
+These patterns are defaults, not mandates. Diverge intentionally when:
+
+- **Simplicity wins** - a simple CRUD endpoint doesn't need event sourcing
+- **Performance requires it** - sometimes synchronous calls are necessary
+- **Team context** - patterns the team doesn't understand cause more harm than good
+- **Prototyping** - validate ideas before investing in full architecture
+
+When diverging, document the decision in the project's `vision.md` Architecture section.
+
+## Project-Level Architecture
+
+Each project documents architectural choices in `vision.md`:
+
+```markdown
+## Architecture
+
+This project follows organization architecture patterns.
+
+### Alignment
+- Event sourcing for [which aggregates/domains]
+- Bounded contexts: [list contexts and their responsibilities]
+- Event-driven communication between [which services]
+
+### Intentional Divergences
+| Area | Standard Pattern | What We Do Instead | Why |
+|------|------------------|-------------------|-----|
+```
+
+## Go-Specific Best Practices
+
+### Package Organization
+
+**Good package structure:**
+```
+project/
+├── cmd/                    # Application entry points
+│   └── server/
+│       └── main.go
+├── internal/               # Private packages
+│   ├── domain/             # Core business logic
+│   │   ├── user/
+│   │   └── order/
+│   ├── service/            # Application services
+│   ├── repository/         # Data access
+│   └── handler/            # HTTP/gRPC handlers
+├── pkg/                    # Public, reusable packages
+└── go.mod
+```
+
+**Package naming:**
+- Short, concise, lowercase: `user`, `order`, `auth`
+- Avoid generic names: `util`, `common`, `helpers`, `misc`
+- Name after what it provides, not what it contains
+- One package per concept, not per file
+
+**Package cohesion:**
+- A package should have a single, focused responsibility
+- Package internal files can use internal types freely
+- Minimize exported types - export interfaces, hide implementations
+
+### Interfaces
+
+**Accept interfaces, return structs:**
+```go
+// Good: Accept interface, return concrete type
+func NewUserService(repo UserRepository) *UserService {
+    return &UserService{repo: repo}
+}
+
+// Bad: Accept and return interface
+func NewUserService(repo UserRepository) UserService {
+    return &userService{repo: repo}
+}
+```
+
+**Define interfaces at point of use:**
+```go
+// Good: Interface defined where it's used (consumer owns the interface)
+package service
+
+type UserRepository interface {
+    FindByID(ctx context.Context, id string) (*User, error)
+}
+
+// Bad: Interface defined with implementation (producer owns the interface)
+package repository
+
+type UserRepository interface {
+    FindByID(ctx context.Context, id string) (*User, error)
+}
+```
+
+**Keep interfaces small:**
+- Prefer single-method interfaces
+- Large interfaces indicate missing abstraction
+- Compose small interfaces when needed
+
+### Error Handling
+
+**Wrap errors with context:**
+```go
+// Good: Wrap with context
+if err != nil {
+    return fmt.Errorf("fetching user %s: %w", id, err)
+}
+
+// Bad: Return bare error
+if err != nil {
+    return err
+}
+```
+
+**Use sentinel errors for expected conditions:**
+```go
+var ErrNotFound = errors.New("not found")
+var ErrConflict = errors.New("conflict")
+
+// Check with errors.Is
+if errors.Is(err, ErrNotFound) {
+    // handle not found
+}
+```
+
+**Error types for rich errors:**
+```go
+type ValidationError struct {
+    Field   string
+    Message string
+}
+
+func (e *ValidationError) Error() string {
+    return fmt.Sprintf("%s: %s", e.Field, e.Message)
+}
+
+// Check with errors.As
+var valErr *ValidationError
+if errors.As(err, &valErr) {
+    // handle validation error
+}
+```
+
+### Dependency Injection
+
+**Constructor injection:**
+```go
+type UserService struct {
+    repo   UserRepository
+    logger Logger
+}
+
+func NewUserService(repo UserRepository, logger Logger) *UserService {
+    return &UserService{
+        repo:   repo,
+        logger: logger,
+    }
+}
+```
+
+**Wire dependencies in main:**
+```go
+func main() {
+    // Create dependencies
+    db := database.Connect()
+    logger := slog.Default()
+
+    // Wire up services
+    userRepo := repository.NewUserRepository(db)
+    userService := service.NewUserService(userRepo, logger)
+    userHandler := handler.NewUserHandler(userService)
+
+    // Start server
+    http.Handle("/users", userHandler)
+    http.ListenAndServe(":8080", nil)
+}
+```
+
+**Avoid global state:**
+- No `init()` for service initialization
+- No package-level variables for dependencies
+- Pass context explicitly, don't store in structs
+
+### Testing
+
+**Table-driven tests:**
+```go
+func TestUserService_Create(t *testing.T) {
+    tests := []struct {
+        name    string
+        input   CreateUserInput
+        want    *User
+        wantErr error
+    }{
+        {
+            name:  "valid user",
+            input: CreateUserInput{Email: "test@example.com"},
+            want:  &User{Email: "test@example.com"},
+        },
+        {
+            name:    "invalid email",
+            input:   CreateUserInput{Email: "invalid"},
+            wantErr: ErrInvalidEmail,
+        },
+    }
+
+    for _, tt := range tests {
+        t.Run(tt.name, func(t *testing.T) {
+            // arrange, act, assert
+        })
+    }
+}
+```
+
+**Test doubles:**
+- Use interfaces for test doubles
+- Prefer hand-written mocks over generated ones for simple cases
+- Use `testify/mock` or `gomock` for complex mocking needs
+
+**Test package naming:**
+- `package user_test` for black-box testing (preferred)
+- `package user` for white-box testing when needed
+
+## Generic Architecture Patterns
+
+### Layered Architecture
+
+```
+┌─────────────────────────────────┐
+│         Presentation            │  HTTP handlers, CLI, gRPC
+├─────────────────────────────────┤
+│         Application             │  Use cases, orchestration
+├─────────────────────────────────┤
+│           Domain                │  Business logic, entities
+├─────────────────────────────────┤
+│        Infrastructure           │  Database, external services
+└─────────────────────────────────┘
+```
+
+**Rules:**
+- Dependencies point downward only
+- Upper layers depend on interfaces, not implementations
+- Domain layer has no external dependencies
+
+### SOLID Principles
+
+**Single Responsibility (S):**
+- Each module has one reason to change
+- Split code that changes for different reasons
+
+**Open/Closed (O):**
+- Open for extension, closed for modification
+- Add new behavior through new types, not changing existing ones
+
+**Liskov Substitution (L):**
+- Subtypes must be substitutable for their base types
+- Interfaces should be implementable without surprises
+
+**Interface Segregation (I):**
+- Clients shouldn't depend on interfaces they don't use
+- Prefer many small interfaces over few large ones
+
+**Dependency Inversion (D):**
+- High-level modules shouldn't depend on low-level modules
+- Both should depend on abstractions
+
+### Dependency Direction
+
+```
+                    ┌──────────────┐
+                    │    Domain    │
+                    │  (no deps)   │
+                    └──────────────┘
+                           ▲
+              ┌────────────┴────────────┐
+              │                         │
+      ┌───────┴───────┐         ┌───────┴───────┐
+      │  Application  │         │Infrastructure │
+      │ (uses domain) │         │(implements    │
+      └───────────────┘         │ domain intf)  │
+              ▲                 └───────────────┘
+              │
+      ┌───────┴───────┐
+      │ Presentation  │
+      │(calls app)    │
+      └───────────────┘
+```
+
+**Key insight:** Infrastructure implements domain interfaces, doesn't define them. This inverts the "natural" dependency direction.
+
+### Module Boundaries
+
+**Signs of good boundaries:**
+- Modules can be understood in isolation
+- Changes are localized within modules
+- Clear, minimal public API
+- Dependencies flow in one direction
+
+**Signs of bad boundaries:**
+- Circular dependencies between modules
+- "Shotgun surgery" - small changes require many file edits
+- Modules reach into each other's internals
+- Unclear ownership of concepts
+
+## Repository Health Indicators
+
+### Positive Indicators
+
+| Indicator | What to Look For |
+|-----------|------------------|
+| Clear structure | Obvious package organization, consistent naming |
+| Small interfaces | Most interfaces have 1-3 methods |
+| Explicit dependencies | Constructor injection, no globals |
+| Test coverage | Unit tests for business logic, integration tests for boundaries |
+| Error handling | Wrapped errors, typed errors for expected cases |
+| Documentation | CLAUDE.md accurate, code comments explain "why" |
+
+### Warning Signs
+
+| Indicator | What to Look For |
+|-----------|------------------|
+| God packages | `utils/`, `common/`, `helpers/` with 20+ files |
+| Circular deps | Package A imports B, B imports A |
+| Deep nesting | 4+ levels of directory nesting |
+| Huge files | Files with 500+ lines |
+| Interface pollution | Interfaces for everything, even single implementations |
+| Global state | Package-level variables, `init()` for setup |
+
+### Metrics to Track
+
+- **Package fan-out:** How many packages does each package import?
+- **Cyclomatic complexity:** How complex are the functions?
+- **Test coverage:** What percentage of code is tested?
+- **Import depth:** How deep is the import tree?
+
+## Review Checklists
+
+### Repository Audit Checklist
+
+Use this when evaluating overall repository health.
+
+**Structure:**
+- [ ] Clear package organization following Go conventions
+- [ ] No circular dependencies between packages
+- [ ] Appropriate use of `internal/` for private packages
+- [ ] `cmd/` for application entry points
+
+**Dependencies:**
+- [ ] Dependencies flow inward (toward domain)
+- [ ] Interfaces defined at point of use (not with implementation)
+- [ ] No global state or package-level dependencies
+- [ ] Constructor injection throughout
+
+**Code Quality:**
+- [ ] Consistent naming conventions
+- [ ] No "god" packages (utils, common, helpers)
+- [ ] Errors wrapped with context
+- [ ] Small, focused interfaces
+
+**Testing:**
+- [ ] Unit tests for domain logic
+- [ ] Integration tests for boundaries (DB, HTTP)
+- [ ] Tests are readable and maintainable
+- [ ] Test coverage for critical paths
+
+**Documentation:**
+- [ ] CLAUDE.md is accurate and helpful
+- [ ] vision.md explains the product purpose
+- [ ] Code comments explain "why", not "what"
+
+### Issue Refinement Checklist
+
+Use this when reviewing issues for architecture impact.
+
+**Scope:**
+- [ ] Issue is a vertical slice (user-visible value)
+- [ ] Changes are localized to specific packages
+- [ ] No cross-cutting concerns hidden in implementation
+
+**Design:**
+- [ ] Follows existing patterns in the codebase
+- [ ] New abstractions are justified
+- [ ] Interface changes are backward compatible (or breaking change is documented)
+
+**Dependencies:**
+- [ ] New dependencies are minimal and justified
+- [ ] No new circular dependencies introduced
+- [ ] Integration points are clearly defined
+
+**Testability:**
+- [ ] Acceptance criteria are testable
+- [ ] New code can be unit tested in isolation
+- [ ] Integration test requirements are clear
+
+### PR Review Checklist
+
+Use this when reviewing pull requests for architecture concerns.
+
+**Structure:**
+- [ ] Changes respect existing package boundaries
+- [ ] New packages follow naming conventions
+- [ ] No new circular dependencies
+
+**Interfaces:**
+- [ ] Interfaces are defined where used
+- [ ] Interfaces are minimal and focused
+- [ ] Breaking interface changes are justified
+
+**Dependencies:**
+- [ ] Dependencies injected via constructors
+- [ ] No new global state
+- [ ] External dependencies properly abstracted
+
+**Error Handling:**
+- [ ] Errors wrapped with context
+- [ ] Sentinel errors for expected conditions
+- [ ] Error types for rich error information
+
+**Testing:**
+- [ ] New code has appropriate test coverage
+- [ ] Tests are clear and maintainable
+- [ ] Edge cases covered
+
+## Anti-Patterns to Flag
+
+### God Packages
+
+**Problem:** Packages like `utils/`, `common/`, `helpers/` become dumping grounds.
+
+**Symptoms:**
+- 20+ files in one package
+- Unrelated functions grouped together
+- Package imported by everything
+
+**Fix:** Extract cohesive packages based on what they provide: `validation`, `httputil`, `timeutil`.
+
+### Circular Dependencies
+
+**Problem:** Package A imports B, and B imports A (directly or transitively).
+
+**Symptoms:**
+- Import cycle compile errors
+- Difficulty understanding code flow
+- Changes cascade unexpectedly
+
+**Fix:**
+- Extract shared types to a third package
+- Use interfaces to invert dependency
+- Merge packages if truly coupled
+
+### Leaky Abstractions
+
+**Problem:** Implementation details leak through abstraction boundaries.
+
+**Symptoms:**
+- Database types in domain layer
+- HTTP types in service layer
+- Framework types in business logic
+
+**Fix:** Define types at each layer, map between them explicitly.
+
+### Anemic Domain Model
+
+**Problem:** Domain objects are just data containers, logic is elsewhere.
+
+**Symptoms:**
+- Domain types have only getters/setters
+- All logic in "service" classes
+- Domain types can be in invalid states
+
+**Fix:** Put behavior with data. Domain types should enforce their own invariants.
+
+### Shotgun Surgery
+
+**Problem:** Small changes require editing many files across packages.
+
+**Symptoms:**
+- Feature adds touch 10+ files
+- Similar changes in multiple places
+- Copy-paste between packages
+
+**Fix:** Consolidate related code. If things change together, they belong together.
+
+### Feature Envy
+
+**Problem:** Code in one package is more interested in another package's data.
+
+**Symptoms:**
+- Many calls to another package's methods
+- Pulling data just to compute something
+- Logic that belongs elsewhere
+
+**Fix:** Move the code to where the data lives, or extract the behavior to a shared place.
+
+### Premature Abstraction
+
+**Problem:** Creating interfaces and abstractions before they're needed.
+
+**Symptoms:**
+- Interfaces with single implementations
+- "Factory" and "Manager" classes everywhere
+- Configuration for things that never change
+
+**Fix:** Write concrete code first. Extract abstractions when you have multiple implementations or need to break dependencies.
+
+### Deep Hierarchy
+
+**Problem:** Excessive layers of abstraction or inheritance.
+
+**Symptoms:**
+- 5+ levels of embedding/composition
+- Hard to trace code flow
+- Changes require understanding many layers
+
+**Fix:** Prefer composition over inheritance. Flatten hierarchies where possible.

skills/spawn-issues/SKILL.md

@@ -0,0 +1,349 @@
+---
+name: spawn-issues
+description: Orchestrate parallel issue implementation with review cycles
+model: haiku
+argument-hint: <issue-number> [<issue-number>...]
+allowed-tools: Bash, Task, Read, TaskOutput
+user-invocable: true
+---
+
+# Spawn Issues (Orchestrator)
+
+Orchestrate parallel issue implementation: spawn workers, review PRs, fix feedback, until all approved.
+
+## Arguments
+
+One or more issue numbers separated by spaces: `$ARGUMENTS`
+
+Example: `/spawn-issues 42 43 44`
+
+## Orchestration Flow
+
+```
+Concurrent Pipeline - each issue flows independently:
+
+  Issue #42 ──► worker ──► PR #55 ──► review ──► fix? ──► ✓
+  Issue #43 ──► worker ──► PR #56 ──► review ──► ✓
+  Issue #44 ──► worker ──► PR #57 ──► review ──► fix ──► ✓
+
+As each step completes, immediately:
+1. Print a status update
+2. Start the next step for that issue
+
+Don't wait for all workers before reviewing - pipeline each issue.
+```
+
+## Status Updates
+
+Print a brief status update whenever any step completes:
+
+```
+[#42] Worker completed → PR #55 created
+[#43] Worker completed → PR #56 created
+[#42] Review: needs work → spawning fixer
+[#43] Review: approved ✓
+[#42] Fix completed → re-reviewing
+[#44] Worker completed → PR #57 created
+[#42] Review: approved ✓
+[#44] Review: approved ✓
+
+All done! Final summary:
+| Issue | PR  | Status   |
+|-------|-----|----------|
+| #42   | #55 | approved |
+| #43   | #56 | approved |
+| #44   | #57 | approved |
+```
+
+## Implementation
+
+### Step 1: Parse and Validate
+
+Parse `$ARGUMENTS` into a list of issue numbers. If empty, inform the user:
+```
+Usage: /spawn-issues <issue-number> [<issue-number>...]
+Example: /spawn-issues 42 43 44
+```
+
+### Step 2: Get Repository Info and Setup Worktrees
+
+```bash
+REPO_PATH=$(pwd)
+REPO_NAME=$(basename $REPO_PATH)
+
+# Create parent worktrees directory
+mkdir -p "${REPO_PATH}/../worktrees"
+WORKTREES_DIR="${REPO_PATH}/../worktrees"
+```
+
+For each issue, create the worktree upfront:
+```bash
+# Fetch latest from origin
+cd "${REPO_PATH}"
+git fetch origin
+
+# Get issue details for branch naming
+ISSUE_TITLE=$(tea issues <ISSUE_NUMBER> | grep "TITLE" | head -1)
+BRANCH_NAME="issue-<ISSUE_NUMBER>-<kebab-title>"
+
+# Create worktree for this issue
+git worktree add "${WORKTREES_DIR}/${REPO_NAME}-issue-<ISSUE_NUMBER>" \
+  -b "${BRANCH_NAME}" origin/main
+```
+
+Track the worktree path for each issue.
+
+### Step 3: Spawn All Issue Workers
+
+For each issue number, spawn a background issue-worker agent and track its task_id:
+
+```
+Task tool with:
+  - subagent_type: "issue-worker"
+  - run_in_background: true
+  - prompt: <issue-worker prompt below>
+```
+
+Track state for each issue:
+```
+issues = {
+  42: { task_id: "xxx", stage: "implementing", pr: null, branch: null, review_iterations: 0 },
+  43: { task_id: "yyy", stage: "implementing", pr: null, branch: null, review_iterations: 0 },
+  44: { task_id: "zzz", stage: "implementing", pr: null, branch: null, review_iterations: 0 },
+}
+```
+
+Print initial status:
+```
+Spawned 3 issue workers:
+  [#42] implementing...
+  [#43] implementing...
+  [#44] implementing...
+```
+
+**Issue Worker Prompt:**
+```
+You are an issue-worker agent. Implement issue #<NUMBER> autonomously.
+
+Context:
+- Repository path: <REPO_PATH>
+- Repository name: <REPO_NAME>
+- Issue number: <NUMBER>
+- Worktree path: <WORKTREE_PATH>
+
+Process:
+1. Setup worktree:
+   cd <WORKTREE_PATH>
+
+2. Get issue: tea issues <NUMBER> --comments
+
+3. Plan with TodoWrite, implement the changes
+
+4. Commit: git add -A && git commit -m "...\n\nCloses #<NUMBER>\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>"
+
+5. Push: git push -u origin <branch-name>
+
+6. Create PR: tea pulls create --title "[Issue #<NUMBER>] <title>" --description "Closes #<NUMBER>\n\n..."
+   Capture the PR number.
+
+7. Cleanup: No cleanup needed - orchestrator handles worktree removal
+
+8. Output EXACTLY this format (orchestrator parses it):
+   ISSUE_WORKER_RESULT
+   issue: <NUMBER>
+   pr: <PR_NUMBER>
+   branch: <branch-name>
+   status: <success|partial|failed>
+   title: <issue title>
+   summary: <1-2 sentence description>
+
+Work autonomously. If blocked, note it in PR description and report status as partial/failed.
+```
+
+### Step 4: Event-Driven Pipeline
+
+**Do NOT poll.** Wait for `<task-notification>` messages that arrive automatically when background tasks complete.
+
+When a notification arrives:
+1. Read the output file to get the result
+2. Parse the result and print status update
+3. Spawn the next stage (reviewer/fixer) in background
+4. Continue waiting for more notifications
+
+```
+On <task-notification> for task_id X:
+  - Find which issue this task belongs to
+  - Read output file, parse result
+  - Print status update
+  - If not terminal state, spawn next agent in background
+  - Update issue state
+  - If all issues terminal, print final summary
+```
+
+**State transitions:**
+
+```
+implementing → (worker done) → reviewing → (approved) → DONE
+                             → (needs-work) → fixing → reviewing...
+                             → (3 iterations) → needs-manual-review
+           → (worker failed) → FAILED
+```
+
+**On each notification, print status:**
+
+```
+[#42] Worker completed → PR #55 created, starting review
+[#43] Worker completed → PR #56 created, starting review
+[#42] Review: needs work → spawning fixer
+[#43] Review: approved ✓
+[#42] Fix completed → re-reviewing
+[#44] Worker completed → PR #57 created, starting review
+[#42] Review: approved ✓
+[#44] Review: approved ✓
+```
+
+### Step 5: Spawn Reviewers and Fixers
+
+When spawning reviewers/fixers, create worktrees for them and pass the path.
+
+For review, create a review worktree from the PR branch:
+```bash
+cd "${REPO_PATH}"
+git fetch origin
+git worktree add "${WORKTREES_DIR}/${REPO_NAME}-review-<PR_NUMBER>" \
+  origin/<BRANCH_NAME>
+```
+
+Pass this worktree path to the reviewer/fixer agents.
+
+**Code Reviewer:**
+```
+Task tool with:
+  - subagent_type: "code-reviewer"
+  - run_in_background: true
+  - prompt: <code-reviewer prompt below>
+```
+
+**Code Reviewer Prompt:**
+```
+You are a code-reviewer agent. Review PR #<PR_NUMBER> autonomously.
+
+Context:
+- Repository path: <REPO_PATH>
+- PR number: <PR_NUMBER>
+- Worktree path: <WORKTREE_PATH>
+
+Process:
+1. Move to worktree:
+   cd <WORKTREE_PATH>
+
+2. Get PR details: tea pulls <PR_NUMBER> --comments
+
+3. Review the diff: git diff origin/main...HEAD
+
+4. Analyze changes for:
+   - Code quality and style
+   - Potential bugs or logic errors
+   - Test coverage
+   - Documentation
+
+5. Post review comment: tea comment <PR_NUMBER> "<review summary>"
+
+6. Cleanup: No cleanup needed - orchestrator handles worktree removal
+
+7. Output EXACTLY this format:
+   REVIEW_RESULT
+   pr: <PR_NUMBER>
+   verdict: <approved|needs-work>
+   summary: <1-2 sentences>
+
+Work autonomously. Be constructive but thorough.
+```
+
+**PR Fixer Prompt:** (see below)
+
+### Step 6: Final Report
+
+When all issues reach terminal state, display summary:
+
+```
+All done!
+
+| Issue | PR  | Status              |
+|-------|-----|---------------------|
+| #42   | #55 | approved            |
+| #43   | #56 | approved            |
+| #44   | #57 | approved            |
+
+3 PRs created and approved
+```
+
+## PR Fixer
+
+When spawning pr-fixer for a PR that needs work:
+
+```
+Task tool with:
+  - subagent_type: "pr-fixer"
+  - run_in_background: true
+  - prompt: <pr-fixer prompt below>
+```
+
+**PR Fixer Prompt:**
+```
+You are a pr-fixer agent. Address review feedback on PR #<NUMBER>.
+
+Context:
+- Repository path: <REPO_PATH>
+- PR number: <NUMBER>
+- Worktree path: <WORKTREE_PATH>
+
+Process:
+1. Move to worktree:
+   cd <WORKTREE_PATH>
+
+2. Get feedback: tea pulls <NUMBER> --comments
+
+3. Address each piece of feedback
+
+4. Commit and push:
+   git add -A && git commit -m "Address review feedback\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>"
+   git push
+
+5. Cleanup: No cleanup needed - orchestrator handles worktree removal
+
+6. Output EXACTLY:
+   PR_FIXER_RESULT
+   pr: <NUMBER>
+   status: <fixed|partial|failed>
+   changes: <summary of fixes>
+
+Work autonomously. If feedback is unclear, make reasonable judgment calls.
+```
+
+## Worktree Cleanup
+
+After all issues reach terminal state, clean up all worktrees:
+
+```bash
+# Remove all worktrees created for this run
+for worktree in "${WORKTREES_DIR}"/*; do
+  if [ -d "$worktree" ]; then
+    cd "${REPO_PATH}"
+    git worktree remove "$worktree" --force
+  fi
+done
+
+# Remove worktrees directory if empty
+rmdir "${WORKTREES_DIR}" 2>/dev/null || true
+```
+
+**Important:** Always clean up worktrees, even if the orchestration failed partway through.
+
+## Error Handling
+
+- If an issue-worker fails, continue with others
+- If a review fails, mark as "review-failed" and continue
+- If pr-fixer fails after 3 iterations, mark as "needs-manual-review"
+- Always report final status even if some items failed
+- Always clean up all worktrees before exiting

skills/spawn-pr-fixes/SKILL.md

@@ -0,0 +1,124 @@
+---
+name: spawn-pr-fixes
+description: Spawn parallel background agents to address PR review feedback
+model: haiku
+argument-hint: [pr-number...]
+allowed-tools: Bash, Task, Read
+user-invocable: true
+---
+
+# Spawn PR Fixes
+
+Spawn background agents to address review feedback on multiple PRs in parallel. Each agent works in an isolated git worktree.
+
+## Arguments
+
+Optional PR numbers separated by spaces: `$ARGUMENTS`
+
+- With arguments: `/spawn-pr-fixes 12 15 18` - fix specific PRs
+- Without arguments: `/spawn-pr-fixes` - find and fix all PRs with requested changes
+
+## Process
+
+### Step 1: Get Repository Info
+
+```bash
+REPO_PATH=$(pwd)
+REPO_NAME=$(basename $REPO_PATH)
+```
+
+### Step 2: Determine PRs to Fix
+
+**If PR numbers provided**: Use those directly
+
+**If no arguments**: Find PRs needing work
+```bash
+# List open PRs
+tea pulls --state open
+
+# For each PR, check if it has review comments requesting changes
+tea pulls <number> --comments
+```
+
+Look for PRs where:
+- Review comments exist that haven't been addressed
+- PR is not approved yet
+- PR is open (not merged/closed)
+
+### Step 3: For Each PR
+
+1. Fetch PR title using `tea pulls <number>`
+
+2. Spawn background agent using Task tool:
+   ```
+   Task tool with:
+     - subagent_type: "pr-fixer"
+     - run_in_background: true
+     - prompt: See agent prompt below
+   ```
+
+### Agent Prompt
+
+For each PR, use this prompt:
+
+```
+You are a pr-fixer agent. Address review feedback on PR #<NUMBER> autonomously.
+
+Context:
+- Repository path: <REPO_PATH>
+- Repository name: <REPO_NAME>
+- PR number: <NUMBER>
+
+Instructions from @agents/pr-fixer/agent.md:
+
+1. Get PR details and review comments:
+   cd <REPO_PATH>
+   git fetch origin
+   tea pulls <NUMBER> --comments
+
+2. Setup worktree from PR branch:
+   git worktree add ../<REPO_NAME>-pr-<NUMBER> origin/<branch-name>
+   cd ../<REPO_NAME>-pr-<NUMBER>
+   git checkout <branch-name>
+
+3. Analyze feedback, create todos with TodoWrite
+
+4. Address each piece of feedback
+
+5. Commit and push:
+   git add -A && git commit with message "Address review feedback\n\n...\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>"
+   git push
+
+6. Spawn code-reviewer synchronously (NOT in background) to re-review
+
+7. If needs more work, fix and re-review (max 3 iterations)
+
+8. Cleanup (ALWAYS do this):
+   cd <REPO_PATH> && git worktree remove ../<REPO_NAME>-pr-<NUMBER> --force
+
+9. Output concise summary (5-10 lines max):
+   PR #<NUMBER>: <title>
+   Status: <fixed|partial|blocked>
+   Feedback addressed: <count> items
+   Review: <approved|needs-work|skipped>
+
+Work autonomously. Make judgment calls on ambiguous feedback. If blocked, note it in a commit message.
+```
+
+### Step 4: Report
+
+After spawning all agents, display:
+
+```
+Spawned <N> pr-fixer agents:
+
+| PR  | Title                    | Status     |
+|-----|--------------------------|------------|
+| #12 | Add /commit command      | spawned    |
+| #15 | Add /pr command          | spawned    |
+| #18 | Add CI status            | spawned    |
+
+Agents working in background. Monitor with:
+- Check PR list: tea pulls
+- Check worktrees: git worktree list
+```

skills/update-claude-md/SKILL.md

@@ -0,0 +1,171 @@
+---
+name: update-claude-md
+description: >
+  Update or create CLAUDE.md with current project context. Explores the project
+  and ensures organization context is present. Use when updating project docs,
+  adding CLAUDE.md, or when user says /update-claude-md.
+model: haiku
+context: fork
+user-invocable: true
+---
+
+# Update CLAUDE.md
+
+@~/.claude/skills/claude-md-writing/SKILL.md
+@~/.claude/skills/repo-conventions/SKILL.md
+
+Update or create CLAUDE.md for the current repository with proper organization context and current project state.
+
+## Process
+
+1. **Check for existing CLAUDE.md**: Look for `CLAUDE.md` in repo root
+
+2. **If CLAUDE.md exists**:
+   - Read current content
+   - Identify which sections exist
+   - Note any custom content to preserve
+
+3. **Explore the project**:
+   - Scan directory structure
+   - Identify language/framework (go.mod, package.json, Cargo.toml, etc.)
+   - Find key patterns (look for common directories, config files)
+   - Check for Makefile or build scripts
+
+4. **Check organization context**:
+   - Does it have the "Organization Context" section?
+   - Does it link to `../architecture/manifesto.md`?
+   - Does it link to `../architecture/repos.md`?
+   - Does it link to `./vision.md`?
+
+5. **Gather missing information**:
+   - If no one-line description: Ask user
+   - If no architecture section: Infer from code or ask user
+
+6. **Update CLAUDE.md**:
+
+   **Always ensure these sections exist:**
+
+   ```markdown
+   # [Project Name]
+
+   [One-line description]
+
+   ## Organization Context
+
+   This repo is part of Flowmade. See:
+   - [Organization manifesto](../architecture/manifesto.md) - who we are, what we believe
+   - [Repository map](../architecture/repos.md) - how this fits in the bigger picture
+   - [Vision](./vision.md) - what this specific product does
+
+   ## Setup
+
+   [From existing or ask user]
+
+   ## Project Structure
+
+   [Generate from actual directory scan]
+
+   ## Development
+
+   [From Makefile or existing]
+
+   ## Architecture
+
+   [From existing or infer from code patterns]
+   ```
+
+7. **Preserve custom content**:
+   - Keep any additional sections the user added
+   - Don't remove information, only add/update
+   - If unsure, ask before removing
+
+8. **Show diff and confirm**:
+   - Show what will change
+   - Ask user to confirm before writing
+
+## Section-Specific Guidance
+
+### Project Structure
+
+Generate from actual directory scan:
+```bash
+# Scan top-level and key subdirectories
+ls -la
+ls pkg/ cmd/ internal/ src/ (as applicable)
+```
+
+Format as tree showing purpose:
+```markdown
+## Project Structure
+
+\`\`\`
+project/
+├── cmd/           # Entry points
+├── pkg/           # Shared packages
+│   ├── domain/    # Business logic
+│   └── infra/     # Infrastructure
+└── internal/      # Private packages
+\`\`\`
+```
+
+### Development Commands
+
+Extract from Makefile if present:
+```bash
+grep -E "^[a-zA-Z_-]+:" Makefile | head -10
+```
+
+Or from package.json scripts, Cargo.toml, etc.
+
+### Architecture
+
+Look for patterns:
+- Event sourcing: Check for aggregates, events, projections
+- Clean architecture: Check for domain, application, infrastructure layers
+- API style: REST, gRPC, GraphQL
+
+If unsure, ask: "What are the key architectural patterns in this project?"
+
+## Output Example
+
+```
+## Updating CLAUDE.md
+
+### Current State
+- Has description: ✓
+- Has org context: ✗ (will add)
+- Has setup: ✓
+- Has structure: Outdated (will update)
+- Has development: ✓
+- Has architecture: ✗ (will add)
+
+### Changes
+
++ Adding Organization Context section
+~ Updating Project Structure (new directories found)
++ Adding Architecture section
+
+### New Project Structure
+
+\`\`\`
+arcadia/
+├── cmd/
+├── pkg/
+│   ├── aether/      # Event sourcing runtime
+│   ├── iris/        # WASM UI framework
+│   ├── adl/         # Domain language
+│   └── ...
+└── internal/
+\`\`\`
+
+Proceed with update? [y/n]
+```
+
+## Guidelines
+
+- Always add Organization Context if missing
+- Preserve existing custom sections
+- Update Project Structure from actual filesystem
+- Don't guess at Architecture - ask if unclear
+- Show changes before writing
+- Reference claude-md-writing skill for best practices

skills/vision-management/SKILL.md

@@ -1,6 +1,8 @@
 ---
 name: vision-management
+model: haiku
 description: Create, maintain, and evolve organization manifesto and product visions. Use when working with manifesto.md, vision.md, milestones, or aligning work with organizational direction.
+user-invocable: false
 ---
 
 # Vision Management
@@ -11,11 +13,11 @@ How to create, maintain, and evolve organizational direction at two levels: mani
 
 | Level | Document | Purpose | Command | Location |
 |-------|----------|---------|---------|----------|
-| **Organization** | `manifesto.md` | Identity, shared personas, beliefs, principles | `/manifesto` | Architecture repo |
+| **Organization** | `manifesto.md` | Identity, shared personas, beliefs, principles | `/manifesto` | `../architecture/` (sibling repo) |
-| **Product** | `vision.md` | Product-specific personas, jobs, solution | `/vision` | Product repos |
+| **Product** | `vision.md` | Product-specific personas, jobs, solution | `/vision` | Product repo root |
 | **Goals** | Gitea milestones | Measurable progress toward vision | `/vision goals` | Per repo |
 
-Product vision inherits from and extends the organization manifesto.
+Product vision **inherits from and extends** the organization manifesto - it should never duplicate.
 
 ---
 
@@ -74,32 +76,65 @@ What the organization explicitly does NOT do.
 
 ## Vision (Product Level)
 
-The vision defines what a specific product does. It lives in each product repo and extends the manifesto.
+The vision defines what a specific product does. It lives in each product repo and **extends the manifesto**.
 
 ### Vision Structure
 
 ```markdown
 # Vision
 
+This product vision builds on the [organization manifesto](../architecture/manifesto.md).
+
 ## Who This Product Serves
-Product-specific personas (may extend org personas).
+
-- **Persona Name**: Product-specific context
+### [Persona Name]
+
+[Product-specific description]
+
+*Extends: [Org persona] (from manifesto)*
 
 ## What They're Trying to Achieve
-Product-specific jobs to be done.
+
-- "Help me [outcome] without [pain]"
+These trace back to organization-level jobs:
+
+| Product Job | Enables Org Job |
+|-------------|-----------------|
+| "[Product-specific job]" | "[Org job from manifesto]" |
 
 ## The Problem
-Pain points this product addresses.
+
+[Pain points this product addresses]
 
 ## The Solution
-How this product solves those problems.
+
+[How this product solves those problems]
 
 ## Product Principles
-Product-specific principles (beyond org principles).
+
+These extend the organization's guiding principles:
+
+### [Principle Name]
+
+[Description]
+
+*Extends: "[Org principle]"*
 
 ## Non-Goals
-What this product explicitly does NOT do.
+
+These extend the organization's non-goals:
+
+- **[Non-goal].** [Explanation]
+
+## Architecture
+
+This project follows organization architecture patterns (see software-architecture skill).
+
+### Alignment
+- [Which patterns we use and where]
+
+### Intentional Divergences
+| Area | Standard Pattern | What We Do Instead | Why |
+|------|------------------|-------------------|-----|
 ```
 
 ### When to Update Vision
@@ -111,51 +146,58 @@ What this product explicitly does NOT do.
 
 ### Creating a Product Vision
 
-1. Reference the organization manifesto
+1. **Start with the manifesto** - read it first
-2. Define product-specific personas (can extend org personas)
+2. Define product personas that extend org personas
-3. Identify product-specific jobs to be done
+3. Identify product jobs that trace back to org jobs
 4. Articulate the problem this product solves
 5. Define the solution approach
-6. Set product-specific principles (if any)
+6. Set product-specific principles (noting what they extend)
 7. Document product non-goals
 8. Create initial milestones
 
 ---
 
-## Relationship: Manifesto → Vision
+## Inheritance Model
 
 ```
-Manifesto (org)          Vision (product)
+Manifesto (org)              Vision (product)
-├── Shared Personas  →   Product Personas (more specific)
+├── Personas            →    Product Personas (extend with specifics)
-├── Org Jobs         →   Product Jobs (subset/extension)
+├── Jobs                →    Product Jobs (trace back to org jobs)
-├── Beliefs          →   (inherited, not duplicated)
+├── Beliefs             →    (inherited, never duplicated)
-├── Principles       →   Product Principles (additional)
+├── Principles          →    Product Principles (extend, note source)
-└── Non-Goals        →   Product Non-Goals (additional)
+└── Non-Goals           →    Product Non-Goals (additive)
 ```
 
-### Inheritance Model
+### Inheritance Rules
 
-- **Personas**: Product personas can be more specific versions of org personas
+| Component | Rule | Format |
-- **Jobs**: Product jobs should trace back to org-level jobs
+|-----------|------|--------|
-- **Beliefs**: Inherited from manifesto, not duplicated in vision
+| **Personas** | Extend with product-specific context | `*Extends: [Org persona] (from manifesto)*` |
-- **Principles**: Product can add specific principles; org principles apply automatically
+| **Jobs** | Trace back to org-level jobs | Table with Product Job → Org Job columns |
-- **Non-Goals**: Product adds its own; org non-goals apply automatically
+| **Beliefs** | Inherited automatically | Never include in vision |
+| **Principles** | Add product-specific, note what they extend | `*Extends: "[Org principle]"*` |
+| **Non-Goals** | Additive | Org non-goals apply automatically |
 
 ### Example
 
 **Manifesto** (organization):
 ```markdown
 ## Who We Serve
-- **Solo Developer**: Individual shipping side projects, time-constrained
+- **Agencies & Consultancies**: Teams building solutions for clients
 ```
 
-**Vision** (product - e.g., CLI tool):
+**Vision** (product - architecture tooling):
 ```markdown
 ## Who This Product Serves
-- **Solo Developer (CLI user)**: Uses terminal daily, prefers keyboard over GUI
+
+### Flowmade Developers
+
+The team building Flowmade's platform. They need efficient, consistent AI workflows.
+
+*Extends: Agencies & Consultancies (from manifesto) - we are our own first customer.*
 ```
 
-The product persona extends the org persona with product-specific context.
+The product persona extends the org persona with product-specific context and explicitly notes the connection.
 
 ---
 
@@ -180,8 +222,8 @@ Success: /commit and /pr commands handle 80% of workflows"
 ### Milestone-to-Vision Alignment
 
 Every milestone should trace to:
-- A persona (from vision or manifesto)
+- A persona (from vision, which extends manifesto)
-- A job to be done (from vision)
+- A job to be done (from vision, which traces to manifesto)
 - A measurable outcome
 
 ---
@@ -218,7 +260,7 @@ Manifesto → Vision → Milestones → Issues → Work → Retro → (updates)
 ```
 
 1. **Manifesto** defines organizational identity (very stable)
-2. **Vision** defines product direction (stable)
+2. **Vision** defines product direction, extends manifesto (stable)
 3. **Milestones** define measurable goals (evolve)
 4. **Issues** are work items toward goals
 5. **Work** implements the issues
@@ -232,9 +274,11 @@ Manifesto → Vision → Milestones → Issues → Work → Retro → (updates)
 | Question | Answer |
 |----------|--------|
 | Where do shared personas live? | `manifesto.md` in architecture repo |
-| Where do product personas live? | `vision.md` in product repo |
+| Where do product personas live? | `vision.md` in product repo (extend org personas) |
-| Where do beliefs live? | `manifesto.md` only (inherited) |
+| Where do beliefs live? | `manifesto.md` only (inherited, never duplicated) |
 | Where do goals live? | Gitea milestones (per repo) |
 | What command for org vision? | `/manifesto` |
 | What command for product vision? | `/vision` |
 | What repo for learnings? | Architecture repo |
+| How do product jobs relate to org jobs? | They trace back (show in table) |
+| How do product principles relate? | They extend (note the source) |

skills/vision/SKILL.md

@@ -0,0 +1,214 @@
+---
+name: vision
+description: >
+  View the product vision and goal progress. Manages vision.md and Gitea milestones.
+  Use when viewing vision, managing goals, or when user says /vision.
+model: haiku
+argument-hint: [goals]
+user-invocable: true
+---
+
+# Product Vision
+
+@~/.claude/skills/vision-management/SKILL.md
+@~/.claude/skills/gitea/SKILL.md
+
+This skill manages **product-level** vision. For organization-level vision, use `/manifesto`.
+
+## Architecture
+
+| Level | Document | Purpose | Skill |
+|-------|----------|---------|-------|
+| **Organization** | `manifesto.md` | Who we are, shared personas, beliefs | `/manifesto` |
+| **Product** | `vision.md` | Product-specific personas, jobs, solution | `/vision` |
+| **Goals** | Gitea milestones | Measurable progress toward vision | `/vision goals` |
+
+Product vision **inherits from and extends** the organization manifesto - it should never duplicate.
+
+## Manifesto Location
+
+The manifesto lives in the sibling `architecture` repo:
+
+```
+org/
+├── architecture/
+│   └── manifesto.md    ← organization manifesto
+├── product-a/
+│   └── vision.md       ← extends ../architecture/manifesto.md
+└── product-b/
+    └── vision.md
+```
+
+Look for manifesto in this order:
+1. `./manifesto.md` (if this IS the architecture repo)
+2. `../architecture/manifesto.md` (sibling repo)
+
+## Process
+
+1. **Load organization context**: Find and read `manifesto.md` using the location rules above
+   - Extract personas (Who We Serve)
+   - Extract jobs to be done (What They're Trying to Achieve)
+   - Extract guiding principles
+   - Extract non-goals
+   - If not found, warn and continue without inheritance context
+
+2. **Check for product vision**: Look for `vision.md` in the current repo root
+
+3. **If no vision exists**:
+   - Show the organization manifesto summary
+   - Ask if the user wants to create a product vision
+   - Guide them through defining (with inheritance):
+
+     **Who This Product Serves**
+     - Show manifesto personas first
+     - Ask: "Which personas does this product serve? How does it extend or specialize them?"
+     - Product personas should reference org personas with product-specific context
+
+     **What They're Trying to Achieve**
+     - Show manifesto jobs first
+     - Ask: "What product-specific jobs does this enable? How do they trace back to org jobs?"
+     - Use a table format showing the connection
+
+     **The Problem**
+     - What pain points does this product solve?
+
+     **The Solution**
+     - How does this product address those jobs?
+
+     **Product Principles**
+     - Show manifesto principles first
+     - Ask: "Any product-specific principles? These should extend, not duplicate."
+     - Each principle should note what org principle it extends
+
+     **Product Non-Goals**
+     - Show manifesto non-goals first
+     - Ask: "Any product-specific non-goals?"
+     - Org non-goals apply automatically
+
+   - Create `vision.md` with proper inheritance markers
+   - Ask about initial goals, create as Gitea milestones
+
+4. **If vision exists**:
+   - Display organization context summary
+   - Display the product vision from `vision.md`
+   - Validate inheritance (warn if vision duplicates rather than extends)
+   - Show current milestones and their progress: `tea milestones`
+   - Check if `$1` specifies an action:
+     - `goals`: Manage milestones (add, close, view progress)
+   - If no action specified, just display the current state
+
+5. **Managing Goals (milestones)**:
+   ```bash
+   # List milestones with progress
+   tea milestones
+
+   # Create a new goal
+   tea milestones create --title "<goal>" --description "For: <persona>
+Job: <job to be done>
+Success: <criteria>"
+
+   # View issues in a milestone
+   tea milestones issues <milestone-name>
+
+   # Close a completed goal
+   tea milestones close <milestone-name>
+   ```
+
+## Vision Structure Template
+
+```markdown
+# Vision
+
+This product vision builds on the [organization manifesto](../architecture/manifesto.md).
+
+## Who This Product Serves
+
+### [Persona Name]
+
+[Product-specific description]
+
+*Extends: [Org persona] (from manifesto)*
+
+## What They're Trying to Achieve
+
+These trace back to organization-level jobs:
+
+| Product Job | Enables Org Job |
+|-------------|-----------------|
+| "[Product-specific job]" | "[Org job from manifesto]" |
+
+## The Problem
+
+[Pain points this product addresses]
+
+## The Solution
+
+[How this product solves those problems]
+
+## Product Principles
+
+These extend the organization's guiding principles:
+
+### [Principle Name]
+
+[Description]
+
+*Extends: "[Org principle]"*
+
+## Non-Goals
+
+These extend the organization's non-goals:
+
+- **[Non-goal].** [Explanation]
+```
+
+## Output Format
+
+```
+## Organization Context
+
+From manifesto.md:
+- **Personas**: [list from manifesto]
+- **Core beliefs**: [key beliefs]
+- **Principles**: [list]
+
+## Product: [Name]
+
+### Who This Product Serves
+
+- **[Persona 1]**: [Product-specific description]
+  ↳ Extends: [Org persona]
+
+### What They're Trying to Achieve
+
+| Product Job | → Org Job |
+|-------------|-----------|
+| [job] | [org job it enables] |
+
+### Vision Summary
+
+[Problem/solution from vision.md]
+
+### Goals (Milestones)
+
+| Goal | For | Progress | Due |
+|------|-----|----------|-----|
+| [title] | [Persona] | 3/5 issues | [date] |
+```
+
+## Inheritance Rules
+
+- **Personas**: Product personas extend org personas with product-specific context
+- **Jobs**: Product jobs trace back to org-level jobs (show the connection)
+- **Beliefs**: Inherited from manifesto, never duplicated in vision
+- **Principles**: Product adds specific principles that extend org principles
+- **Non-Goals**: Product adds its own; org non-goals apply automatically
+
+## Guidelines
+
+- Product vision builds on organization manifesto - extend, don't duplicate
+- Every product persona should reference which org persona it extends
+- Every product job should show which org job it enables
+- Product principles should note which org principle they extend
+- Use `/manifesto` for organization-level identity and beliefs
+- Use `/vision` for product-specific direction and goals

skills/work-issue/SKILL.md

@@ -0,0 +1,24 @@
+---
+name: work-issue
+description: >
+  Work on a Gitea issue. Fetches issue details and sets up branch for implementation.
+  Use when working on issues, implementing features, or when user says /work-issue.
+model: haiku
+argument-hint: <issue-number>
+user-invocable: true
+---
+
+# Work on Issue #$1
+
+@~/.claude/skills/gitea/SKILL.md
+@~/.claude/skills/software-architecture/SKILL.md
+
+1. **View the issue** with `--comments` flag to understand requirements and context
+2. **Create a branch**: `git checkout -b issue-$1-<short-kebab-title>`
+3. **Plan**: Use TodoWrite to break down the work based on acceptance criteria
+4. **Check architecture**: Review the project's vision.md Architecture section for project-specific patterns and divergences
+5. **Implement** the changes following architectural patterns (DDD, event sourcing where appropriate)
+6. **Commit** with message referencing the issue
+7. **Push** the branch to origin
+8. **Create PR** with title "[Issue #$1] <title>" and body "Closes #$1"
+9. **Auto-review**: Inform the user that auto-review is starting, then spawn the `code-reviewer` agent in background (using `run_in_background: true`) with the PR number

software-architecture.md

@@ -0,0 +1,130 @@
+# Software Architecture
+
+> **For Claude:** This content is mirrored in `skills/software-architecture/SKILL.md` which is auto-triggered when relevant. You don't need to load this file directly.
+
+This document describes the architectural patterns we use to achieve our [architecture beliefs](./manifesto.md#architecture-beliefs). It serves as human-readable organizational documentation.
+
+## Beliefs to Patterns
+
+| Belief | Primary Pattern | Supporting Patterns |
+|--------|-----------------|---------------------|
+| Auditability by default | Event Sourcing | Immutable events, temporal queries |
+| Business language in code | Domain-Driven Design | Ubiquitous language, aggregates, bounded contexts |
+| Independent evolution | Event-driven communication | Bounded contexts, published language |
+| Explicit over implicit | Commands and Events | Domain events, clear intent |
+
+## Event Sourcing
+
+**Achieves:** Auditability by default
+
+Instead of storing current state, we store the sequence of events that led to it.
+
+**Core concepts:**
+- **Events** are immutable facts about what happened, named in past tense: `OrderPlaced`, `PaymentReceived`
+- **State** is derived by replaying events, not stored directly
+- **Event store** is append-only - history is never modified
+
+**Why this matters:**
+- Complete audit trail for free
+- Debug by replaying history
+- Answer "what was the state at time X?"
+- Recover from bugs by fixing logic and replaying
+
+**Trade-offs:**
+- More complex than CRUD for simple cases
+- Requires thinking in events, not state
+- Eventually consistent read models
+
+## Domain-Driven Design
+
+**Achieves:** Business language in code
+
+The domain model reflects how the business thinks and talks.
+
+**Core concepts:**
+- **Ubiquitous language** - same terms in code, conversations, and documentation
+- **Bounded contexts** - explicit boundaries where terms have consistent meaning
+- **Aggregates** - clusters of objects that change together, with one root entity
+- **Domain events** - capture what happened in business terms
+
+**Why this matters:**
+- Domain experts can read and validate the model
+- New team members learn the domain through code
+- Changes in business rules map clearly to code changes
+
+**Trade-offs:**
+- Upfront investment in understanding the domain
+- Boundaries may need to shift as understanding grows
+- Overkill for pure technical/infrastructure code
+
+## Event-Driven Communication
+
+**Achieves:** Independent evolution
+
+Services communicate by publishing events, not calling each other directly.
+
+**Core concepts:**
+- **Publish events** when something important happens
+- **Subscribe to events** you care about
+- **No direct dependencies** between publisher and subscriber
+- **Eventual consistency** - accept that not everything updates instantly
+
+**Why this matters:**
+- Add new services without changing existing ones
+- Services can be deployed independently
+- Natural resilience - if a subscriber is down, events queue
+
+**Trade-offs:**
+- Harder to trace request flow
+- Eventual consistency requires different thinking
+- Need infrastructure for reliable event delivery
+
+## Commands and Events
+
+**Achieves:** Explicit over implicit
+
+Distinguish between requests (commands) and facts (events).
+
+**Core concepts:**
+- **Commands** express intent: `PlaceOrder`, `CancelSubscription`
+- Commands can be rejected (validation, business rules)
+- **Events** express facts: `OrderPlaced`, `SubscriptionCancelled`
+- Events are immutable - what happened, happened
+
+**Why this matters:**
+- Clear separation of "trying to do X" vs "X happened"
+- Commands validate, events just record
+- Enables replay - reprocess events with new logic
+
+## When to Diverge
+
+These patterns are defaults, not mandates. Diverge intentionally when:
+
+- **Simplicity wins** - a simple CRUD endpoint doesn't need event sourcing
+- **Performance requires it** - sometimes synchronous calls are necessary
+- **Team context** - patterns the team doesn't understand cause more harm than good
+- **Prototyping** - validate ideas before investing in full architecture
+
+When diverging, document the decision in the project's vision.md (see below).
+
+## Project-Level Architecture
+
+Each project should document its architectural choices in `vision.md` under an **Architecture** section:
+
+```markdown
+## Architecture
+
+This project follows organization architecture patterns.
+
+### Alignment
+- Event sourcing for [which aggregates/domains]
+- Bounded contexts: [list contexts and their responsibilities]
+- Event-driven communication between [which services]
+
+### Intentional Divergences
+| Area | Standard Pattern | What We Do Instead | Why |
+|------|------------------|-------------------|-----|
+| [area] | [expected pattern] | [actual approach] | [reasoning] |
+```
+
+This creates traceability: org beliefs → patterns → project decisions.