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Self-Improvement Instructions

You are reviewing this benchmark suite. Follow these steps in order:

1. Setup

python -m venv .venv && source .venv/bin/activate && pip install -e ".[dev]"

2. Baseline

Run make check to see the current state of all invariants.

3. Review

Read self_improvement/MASTER.md for the full framework, then run each spec (02 through 09) as described there. For each spec:

  • Read the spec file
  • Audit the files it covers
  • Fix what you find
  • Do NOT run benchmarks (they take hours and cost money)

4. Validate

Run make review to confirm all checks pass and see your diff.

5. Commit

Commit your changes with a clear summary of what you fixed and which specs you reviewed.