AI Agent Skills

Find authoritative sources on the web (or via documentation MCP servers like Context7/DeepWiki), download or snapshot them when allowed, normalize them into clean Markdo…

Write an executable specification under docs/graph/specs/ that turns a clear goal into testable contracts. Use whenever a feature, endpoint, job, significant function, o…

Drafts or restructures a multi-section document (report, brief, proposal, whitepaper, strategy doc, research writeup) using the Pyramid Principle. Use when the user want…

QA 流程倒数第二步的独立审查环节。在 qa-test-runner 执行完成后，以独立视角审查代码本身——检查架构、安全、并发正确性、数据一致性、 回归风险、测试覆盖缺口——不受执行方结论的影响。产出 code-review.json（含 severity 分级发现和 readiness 约束）， 和 assert-code-revi…

Use when the user invokes $encode-policy-v2 or asks Codex or Claude Code to implement a new PolicyEngine-US state benefit program or a new structural program component f…

PolicyEngine writing style for any public-facing prose — blog posts, research reports, documentation, PR descriptions, social copy, READMEs. Enforces active voice, quant…

Use when creating HTML reports, analysis documents, briefing materials, or any standalone HTML document. Triggers - HTML 리포트, 분석 문서, 브리핑, HTML 만들어, 리포트 작성, report, html…

Use CloudBase document database WeChat MiniProgram SDK to query, create, update, and delete data. Supports complex queries, pagination, aggregation, and geolocation quer…

Use CloudBase document database Web SDK only for confirmed NoSQL collection work. Query, create, update, and delete document data; if the task mentions PostgreSQL / Clou…

Before an upcoming feature, when merged work crosses the recorded review threshold, or when implementation exposes structural friction, review the codebase state with in…

Compare two versions of an LLM-directed document - an original (teacher) and a candidate (student) - across a transfer set and return a per-case behavioural-equivalence…

Renders the /assess report from the deterministic run-context.json and the layer scorecard - the scorecard, the verbatim cross-layer findings, lying signals, and the man…

Workflow for creating comprehensive API documentation. Use when the user needs to document API endpoints.

Workflow for creating and maintaining architecture documentation. Use when the user needs to document system architecture or make ADRs.

Turn an agricultural-science review report, evidence brief, or manuscript into a fully EDITABLE PowerPoint (.pptx) — every title, bullet, table, and figure a native edit…

Multi-reviewer peer-review system for agricultural manuscripts. Simulates an editorial panel — a coordinating editor, three domain reviewers (methodology, domain/novelty…