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TianMingKanae/engineering-multi-ai-skills

Maintain evidence-backed engineering conclusions and their limits. Use when a result is accepted, independently reproduced, revised, invalidated or reported; do not require a ledger for trivial edits.

What is engineering-multi-ai-skills?

engineering-multi-ai-skills is a Claude Code agent skill that maintain evidence-backed engineering conclusions and their limits. Use when a result is accepted, independently reproduced, revised, invalidated or reported; do not require a ledger for trivial edits.

Works with~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/TianMingKanae/engineering-multi-ai-skills/tree/HEAD/skills/claim-ledger

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Documentation

Use the project's conclusion register, or context/CLAIMS.md in the starter. Name the statement, status, exact input revision, evidence paths and commands, author, verifier when applicable, date and scope limits. The integration owner maintains it; others propose evidence-backed changes.

Statuses:

  • VERIFIED: acceptance criteria passed and an independent person, agent or appropriately independent automated check reproduced the relevant outcome. Name the verifier and method.
  • PROVISIONAL: supporting evidence exists but a named check or dependency remains open.
  • NOT SHOWN: the specified test did not establish the statement. Preserve the observed result and failure accounting.
  • VOID: evidence or assumptions were invalidated or superseded. Keep the reason and replacement reference.

Distinguish "tests passed" from "safe in production", and "faster on workload X" from a universal speedup. State the narrowest supported conclusion. An author's second run strengthens evidence but does not constitute independent verification.

Update entries alongside evidence when practical. Do not silently overwrite a conclusion after new results; record the transition and reason. Reports may include new work outside the ledger if clearly identified as unverified. No edit is needed when evidence still supports the existing statement.

Individual skills in this repo

This repo contains 4 individual skills — each has its own dedicated page.

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