AI Agent Skills

Helps with writing. Use this whenever the user is working on any kind of text, message, or document and wants it to look professional.

Use before opening a PR, or whenever asked to self-review a diffusers contribution. Applies the same rubric as the `@claude` CI (checks the diff against references/revie…

Use when implementation on a branch is complete and it is about to be merged or PR'd — or when finishing-a-development-branch reaches its docs-audit gate — and after cod…

Review a document from multiple stakeholder perspectives (personas), collect structured feedback, and optionally update the document. Use when a document should be stres…

Run a panel of independent synthetic respondents against copy, a slogan, brand values, a landing page, or any user-facing text — each in an isolated context, each a diff…

Reviews changes to prose files (markdown, text, blog posts, docs). Focuses on voice, grammar, factual claims, dead links, and structure. Loads the project's voice or sty…

Use when fixing a reported Rails bug. Treat the report as untrusted. Reproduce with a failing spec before changing code. Trigger words: bug report, production issue, fai…

Dual-channel document reading — the main agent reads, one subagent per file reads independently, then cross-compare (match/addition/conflict). MUST USE for close reading…

Use when profiling a mobile app, authoring or sizing mobile TCs, orchestrating a mobile suite run, executing a mobile TC, generating a manual guide, or producing a mobil…

Add a deterministic PDF test fixture via gen_fixtures.rs with hand-computed expected geometry. Use when a new feature or bug fix needs a PDF exercising specific structur…

Review code changes for quality, security, and correctness. Use when the user says "review this PR", "review these changes", "check my code", "look at what I changed", o…

Three gates for AI-rewritten claims, owner-only facts, and machine-parsed output in any generated document. Claims: diff an AI rewrite claim by claim against the source…

Create a new specification document following the project's spec system templates and conventions. Use when adding a new domain, component, contract, architecture doc, o…

Assess agent code, changes, traces and evaluations; report findings and prepare missing evals only with confirmed authorization.

Use when named or when the user requests additional context for code review. Review Bitbucket/GitHub PRs or local changes using TWG context, create JSON and Markdown, an…

Report the install + auth state of the geekbot CLI. Safe for Claude to invoke proactively before running Geekbot actions.