AI Agent Skills

DECIDE-phase doctrine for an Arbor research run: when to merge, prune, combine, or finalize; how the held-out merge gate works; and the rule that the final report uses T…

Test a product concept with Amazon's Working Backwards method: write the press release for the finished product first, then answer hard customer and stakeholder question…

Guide for development and code tools skills including document processing, browser automation, testing frameworks, and IDE integrations.

Pressure-test an existing plan or design artifact until it is coherent enough for the next workflow step or plainly blocked. Use when the user wants to be grilled on a p…

Read, capture, or interact with browser-rendered websites through AdsCrawl. Use when an AI agent needs to extract a page as Markdown, structured article JSON, or HTML; c…

Spec-first REST development in Go with OpenAPI: generating server interfaces and clients with oapi-codegen, request validation middleware, RFC 9457 error bodies, contrac…

Diagnose and fix mini-program failures through reproducible, evidence-driven root-cause analysis across source, state, asynchronous timing, caches, mock data, b

Analyze test coverage gaps. Use when user says "test coverage", "what's not tested", "coverage gaps", "missing tests", "coverage report", or "what needs testing

Finds the root cause of broken behaviour and names it at file:line, then writes the check that fails for that reason before changing anything. Also resolves mer

Turn a ticket or requirements document into a concise QA manual-test file a non-author can follow. Invoke manually only.

Produce a content/knowledge digest of ONE paper for fast absorption of its full content — not a quality critique. Use when the user wants to "整理內容", "快速吸收", "知識整理", "內容平…

Render multi-slide carousels from HTML templates via Playwright — slide content injected, brand styling applied, assembled to platform-ready images or PDF. Triggers on \…

Upload local images or videos to a GitHub PR and embed them in the description or comments. Use when asked to "attach screenshots to PR", "add images to PR", "u

Create frontend work plan from design document with test skeleton generation.

Create and maintain repository-aware technical plans, implementation plans, refactor proposals, design drafts, and migration plans. Use when Codex is asked to investigat…

End-to-end QA entry: \"test this feature fully\" orchestrates requirements, strategy, cases, review, execution, bugs, regression, report; resumable. Single-stage tasks u…