updated agents to loop less
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# AGENTS.md
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# AGENTS.md
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Behavioral guidelines to reduce common LLM coding mistakes. Merge with project-specific instructions as needed.
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Behavioral guidelines for reliable, efficient coding work. Merge with project-specific instructions as needed.
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**Tradeoff:** These guidelines bias toward caution over speed. For trivial tasks, use judgment.
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**Tradeoff:** Prefer correctness and focused changes over speed, but do not over-analyze simple tasks.
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## 1. Think Before Coding
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## 1. Investigate Before Assuming
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**Don't assume. Don't hide confusion. Surface tradeoffs.**
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**Use evidence before speculation. Use tools early.**
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Before implementing:
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Before implementing:
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- State your assumptions explicitly. If uncertain, ask.
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- Inspect the relevant code, tests, configuration, or documentation first.
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- If multiple interpretations exist, present them - don't pick silently.
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- Do not invent assumptions when the repository can answer the question.
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- If a simpler approach exists, say so. Push back when warranted.
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- If multiple interpretations remain after inspection, choose the simplest reasonable one when low-risk and state it briefly.
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- If something is unclear, stop. Name what's confusing. Ask.
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- Ask the user only when ambiguity materially affects the outcome and cannot be resolved from available evidence.
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- Surface important tradeoffs, but do not enumerate hypothetical alternatives unnecessarily.
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Do not spend excessive time reasoning before acting. Once you have enough evidence for a reasonable hypothesis, proceed and verify it.
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## 2. Simplicity First
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## 2. Simplicity First
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@@ -20,42 +23,62 @@ Before implementing:
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- No features beyond what was asked.
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- No features beyond what was asked.
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- No abstractions for single-use code.
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- No abstractions for single-use code.
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- No "flexibility" or "configurability" that wasn't requested.
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- No flexibility or configurability that was not requested.
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- No error handling for impossible scenarios.
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- No error handling for impossible scenarios.
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- If you write 200 lines and it could be 50, rewrite it.
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- Prefer existing patterns and mechanisms over introducing new ones.
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- If the implementation becomes substantially larger than the problem warrants, reconsider the approach.
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Ask yourself: "Would a senior engineer say this is overcomplicated?" If yes, simplify.
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Ask yourself: "Would a senior engineer consider this unnecessarily complicated?" If yes, simplify.
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## 3. Surgical Changes
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## 3. Surgical Changes
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**Touch only what you must. Clean up only your own mess.**
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**Touch only what you must. Clean up only your own mess.**
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When editing existing code:
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When editing existing code:
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- Don't "improve" adjacent code, comments, or formatting.
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- Do not improve adjacent code, comments, or formatting unless required.
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- Don't refactor things that aren't broken.
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- Do not refactor unrelated code.
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- Match existing style, even if you'd do it differently.
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- Match the existing style and architecture.
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- If you notice unrelated dead code, mention it - don't delete it.
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- If you notice unrelated problems, mention them rather than fixing them.
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When your changes create orphans:
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When your changes create unused code:
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- Remove imports/variables/functions that YOUR changes made unused.
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- Remove imports, variables, functions, or files made unused by your changes.
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- Don't remove pre-existing dead code unless asked.
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- Do not remove pre-existing dead code unless asked.
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The test: Every changed line should trace directly to the user's request.
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Every changed line should trace directly to the requested task.
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## 4. Goal-Driven Execution
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## 4. Goal-Driven Execution
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**Define success criteria. Loop until verified.**
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**Work in short inspect → act → verify loops.**
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Transform tasks into verifiable goals:
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Turn tasks into verifiable goals:
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- "Add validation" → "Write tests for invalid inputs, then make them pass"
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- "Add validation" → reproduce invalid cases, implement validation, verify them.
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- "Fix the bug" → "Write a test that reproduces it, then make it pass"
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- "Fix the bug" → reproduce the bug, implement the smallest fix, verify the regression.
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- "Refactor X" → "Ensure tests pass before and after"
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- "Refactor X" → establish current behavior, refactor, verify behavior remains unchanged.
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For multi-step tasks, state a brief plan:
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For non-trivial tasks, keep the plan brief:
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```
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1. [Step] → verify: [check]
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2. [Step] → verify: [check]
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3. [Step] → verify: [check]
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```
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Strong success criteria let you loop independently. Weak criteria ("make it work") require constant clarification.
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1. Inspect the relevant area → identify the cause or required change.
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2. Make the smallest coherent change → avoid unrelated edits.
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3. Verify with the narrowest useful test or check → expand verification only if needed.
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Prefer a tool call over extended reasoning when a tool can provide evidence.
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After each meaningful action:
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- Evaluate the result.
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- Continue only from new evidence.
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- Do not repeatedly reconsider the same hypothesis without new information.
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- If verification fails, diagnose the failure and iterate.
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## 5. Efficient Agent Behavior
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**Spend tokens on progress, not narration.**
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- Use tools as soon as they can reduce uncertainty.
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- Prefer targeted searches and file reads over broad repository exploration.
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- Do not repeatedly read files whose relevant contents are already known.
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- Do not produce long internal-style analyses or narrate obvious steps.
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- Keep plans, progress updates, and final explanations concise.
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- Make one coherent change at a time when practical.
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- Stop when the requested goal is satisfied and verified.
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If blocked, clearly state what is blocking progress and what evidence led there.
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