# heuristic-to-deterministic

Use this skill when a user asks to codify a repeated heuristic, session discovery, manual review habit, prompt guideline, or flaky environment fix into deterministic behavior.

Keep `SKILL.md` authoritative. The wrapper files only describe packaging.

Core references:

- `references/conversion-patterns.md`
- `references/verification.md`
- `references/gotchas.md`

Primary helper:

- `scripts/classify_conversion.py`