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TianMingKanae/engineering-multi-ai-skills

Review an engineering design, code change or result against requirements and raw evidence. Use for independent correctness, security, reliability, performance and evidence review before integration or consequential claims.

What is engineering-multi-ai-skills?

engineering-multi-ai-skills is a Claude Code agent skill that review an engineering design, code change or result against requirements and raw evidence. Use for independent correctness, security, reliability, performance and evidence review before integration or consequential claims.

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

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Documentation

Read requirements, patch and relevant outputs yourself. Review the actual revision being integrated. Another role's summary is not proof; do not edit unrelated code to manufacture a finding.

Apply relevant lenses:

  • Acceptance: does each required condition pass, including boundaries and failures?
  • Correctness: state transitions, concurrency, invariants, compatibility and data integrity.
  • Failure handling: swallowed exceptions, fallbacks, partial success and misleading completion.
  • Security: trust boundaries, authorization, credentials and injection in changed paths.
  • Performance: measured workload, resource limits, comparable baselines and realistic cost.
  • Evidence: selection bias, repeated comparisons, skipped failures, uncertainty and overclaiming.

Estimate confidence that each candidate is a real, material defect. Report findings at 80–100 with severity, precise location, failing condition and remedy. Keep 50–79 as labeled notes, and lower-confidence points only as specific cheap checks. Confidence is separate from severity; a speculative severe scenario is not a confirmed finding.

State whether acceptance criteria are met, corrections are needed or the result remains unverified. "No actionable findings" is valid. Give the owner a reproducer rather than silently changing files outside your assignment. Review does not authorize merge, publication or deployment.

Individual skills in this repo

This repo contains 1 individual skill — each has its own dedicated page.

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