SuperAPI AI Directory

backpropagate-specs

Writing & research

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Updated 10-15 23:42

About this skill

Backpropagate Specs

Use when implementation facts changed specs/docs.

Workflow

  1. Generate grounded prompt: python3 bin/loop-factory backprop --agent codex
  2. Read generated prompt under factory/prompts/backprop.codex.md.
  3. Inspect git diff directly if needed.
  4. Update only stale facts in specs/docs.
  5. Add TODO/open question when implementation exposed missing decision.
  6. Run relevant checks if docs/spec tests exist.

Rules

  • Do not rewrite intent to match accidental implementation.
  • Do not invent acceptance criteria.
  • Keep edits minimal.
  • Link changes to files or diff evidence.
  • Leave archive specs immutable unless user asks to correct historical record.