Development skills

Validate database schema, migrations, indexes, and query behavior with structured pass/fail reporting.

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Scaffold backend API, data models, ORM setup, and endpoint inventory with OpenAPI output.

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Run frontend functional, accessibility, visual, and performance test planning with structured reports.

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Explain code with visual diagrams and analogies. Use when explaining how code works, teaching about a codebase, or when the user asks "how does this work?"

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Review a GitHub pull request and provide structured feedback with severity ratings

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Fix a GitHub issue by reading the issue, finding relevant code, implementing a fix, and creating a commit

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Design, audit, harden, review, or upgrade MCP servers and MCP Apps with revision-aware protocol profiles, explicit HTTP/deployment boundaries, capability-centered validation, bilingual reporting, and reproducible evidence. Use for MCP server architecture, JSON-RPC or Streamable HTTP bugs, security hardening, protocol-version migration, MCP Apps widget boundaries, review reconciliation, test planning, and public engineering evidence.

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自动搜索、抓取、改写技术内容，生成适合微信公众号的中文科普文章。涵盖AI大模型、GitHub开源工具、技术话题。当用户说"写一篇关于XXX的文章"、"帮我研究XXX"、"生成公众号文章"时使用。

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初始化 cheat-on-content 内容校准工作区。仅在用户明确开始该工作流，或其子 skill 确认缺少 .cheat-state.json 时使用；不响应一般项目初始化、安装诊断或 Codex 首次会话。

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Read-only diagnosis workflow for Python services whose external HTTP or WebSocket readiness differs between manual tests and service runtime behind a proxy.

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Diagnose and safely document Hermes cron script interpreter mismatches, especially when shell scripts are executed as Python or Python wrappers are executed as shell.

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Common Git operations for branch management, syncing with main, and viewing differences. Use when you need to checkout branches, create new ones, pull latest changes, or check git status and diffs.

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Interact with GitHub for issue and PR management. Use for creating/viewing/listing issues and pull requests.

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Generate visually unified image-based PPT/PPTX decks from articles, reports, papers, notes, or outlines.

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原稿と編集条件を先にそろえ、参照資料で書式を決めて、比較・手順・日程を後から直せる資料へ組む。

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固定Quarto Talksテンプレートと拡張の意味クラスで、日本語の議論と図・式・コードを組み、実Quarto CLIからReveal HTMLを作る。

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箇条書きや表を資料へ整え、ページIDで指定した内容だけを更新する。

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archlizheng/frontend-slides-editableの方式で日本語スライドを制作・再現する。原典固有の生成器・テンプレート・実装と個別条件を保ち、実制作例を参考に日本語の資料を作るときに使う。

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Reading a GLSL compiler's log, mapping its line numbers to your source, telling "compiles" from "draws", and the triage order for a black canvas. Read this when a shader fails in a way that does not make sense, or when it compiles and still shows nothing.

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Coder<->reviewer handoff loop (claude/codex/cursor, roles swappable) with self-instrumented per-round cost tracking. Loops locally via HANDOFF.md until approved, then opens a PR with the full transcript.

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Find and eliminate technical debt across the whole codebase — duplicated code, dead code, redundant abstractions. Use at the end of a coding session or when the codebase feels bloated. Reports findings and fixes them with user confirmation. Cleanups limited to the current working changes belong in a native simplify flow instead.

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When the user wants to create, optimize, or analyze a referral, affiliate, or word-of-mouth program — 'ambassador,' 'viral loop,' 'refer a friend,' 'partner program,' 'referral incentive,' 'affiliate payout.' For launch-specific virality, see launch-strategy.

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You are a code quality engineer. Auto-detect the linting stack, run it, fix all errors. Zero errors before done.

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Coder<->reviewer handoff loop (claude/codex/cursor/pi, roles swappable) with self-instrumented per-round cost tracking. Loops locally via HANDOFF.md until approved, then opens a PR with the full transcript.

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