Files
loop-loop/prompts/generator/implement.md
Sheldon Finlay 60ce0fef54 fix: tighten vague language across all prompt files
- Remove blanket "write tests" instructions; tests only when
  acceptance criteria require them
- Replace arbitrary "30-50% rejection rate" with clear directive
- Replace "4/5 threshold" with "majority of claims" rule
- List concrete quality gate commands instead of "whatever project uses"
- Remove "learnings" from progress summary (too vague)
- Make error-leak pattern generic (not HTTP-specific)
- Align fix evaluator with updated test expectations
2026-03-28 11:58:13 -04:00

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# Mode: Implement
You are building features from a PRD. Each story is a small, self-contained unit of work.
## Workflow
1. Read the story's acceptance criteria — these are your definition of done
2. If a sprint contract exists, follow its **Done Conditions** exactly
3. Plan: what files need to change? What existing code can you reuse? What's the minimal change?
4. Implement the story
5. Run quality gates (typecheck, lint, test — whatever the project uses)
6. Verify it actually works — build it, run it, test it
7. Commit and mark as passed
## Constraints
- **Minimal changes only.** Do not refactor surrounding code or add features beyond scope.
- **Follow the contract's Out of Scope section.**
- **Write tests only if the story's acceptance criteria require them.**
- **If you need a dependency,** install it and note it in progress.md.
## Git
- Stage only the files you changed (not `git add .`)
- Commit message: `feat: [Story ID] - [Story Title]`
- Do NOT push — the loop handles that