brd-interviewer
BRD interview, 业务需求访谈。Use when: 需要将模糊的业务想法梳理成 BRD、"帮我梳理业务需求"、"老板说要做 XXX"、"这个需求不太清楚"、"写 BRD"。
guardrails-reviewer
Review Project Guardrails, 工程规范评审。Use when: Guardrails 创建或更新后需要作为项目级治理基线做准出，检查触发判定、生成模式、事实标准、下游工作流钩子与规则可执行性。
guardrails-writer
Write Project Guardrails, 写工程规范。Use when: 需要创建或更新项目级 Guardrails 基线，明确跨模块/跨团队的默认约束、更新触发条件与下游工作流钩子；适用于项目启动、架构/平台/合规变化、事故复盘、重复评审问题固化。
guide
Guide, workflow guide, 流程导航、我该用哪个 skill、下一步做什么。Use when: 需要扫描当前项目已有文档和准出状态，判断 testany-eng 主流程所处阶段，并推荐下一步最合适的 skill；当 Test Spec 已具备下游 handoff 条件时，也可推荐进入 testany-bot 自动化落地分支。
hld-reviewer
HLD review, High-Level Design review, 技术方案评审。Use when: HLD 完成后、进入 LLD/实现前需要审查技术设计、检测 PRD→HLD 漂移。
hld-writer
Write HLD, High-Level Design, 写技术设计文档。Use when: PRD 和 API Contract 完成后需要做系统架构设计、技术选型、制定技术方案。
lld-reviewer
LLD review, Low-Level Design review, 详细设计评审。Use when: 实现前需要审查 LLD 与 PRD/HLD/API Contract/Guardrails 的一致性。
lld-writer
Write LLD, Low-Level Design, 写详细设计。Use when: PRD/HLD/API Contract 完成后需要写模块设计、接口设计、实现级技术方案。
prd-reviewer
PRD review, 需求评审, 检查 PRD 质量。Use when: PRD 完成后需要评审、"审查 PRD"、"PRD 评审"、"需求评审"。
prd-studio
PRD automation, PRD 全流程。Use when: "帮我写个 PRD 并审查通过"、"自动完成 PRD"、"PRD 全流程"。
prd-writer
Write PRD, 写产品需求文档。Use when: 需要写新功能 PRD（有UI/无UI）、第三方集成、功能重构、性能/安全优化需求。
prototype-designer
Prototype, 交互原型, 原型设计, UI prototype。Use when: PRD 和 User Journey 完成后，需要在前端仓库中生成可交互的 UI 原型，验证交互模式和流转逻辑，在进入 HLD/API Contract 之前暴露设计问题。
prototype-reviewer
Prototype review, 原型评审, 交互原型审查。Use when: prototype-designer 完成后、进入 API Contract/HLD 之前需要审查原型的上游对齐、交互完整性、工程隔离和下游可用性。
runbook-writer
Write Runbook, 撰写运维手册。Use when: LLD 完成后需要编写部署、回滚、监控、故障处理等运维文档。
test-reviewer
Review test design and readiness, 测试评审。Use when: Test Spec/Test Case Package 完成后，需要审查独立测试范围内的覆盖、追溯、执行证据与遗留风险，作为发布准备前的测试门禁。
test-spec-writer
Write test spec, 测试规格/测试用例包撰写。Use when: LLD 完成且测试策略已确认后，需要产出独立测试范围内完整的 test case package、追溯矩阵与执行说明。
test-strategy-reviewer
Review test strategy, 测试策略评审。Use when: 测试策略写完后，需要审查风险覆盖、独立测试分层、阶段化执行规则、环境策略与入口/出口标准是否成立。
test-strategy-writer
Write test strategy, 测试策略撰写。Use when: PRD、API Contract、HLD 基线明确后，需要定义独立测试范围、独立测试层次、阶段化执行规则、环境策略、入口/出口标准。
uc-interviewer
User journey interview, use case interview, 用户旅程访谈。Use when: BRD 完成后需要梳理用户旅程、"对齐 use case"、"确认用户操作流程"。
prompt-optimizer
撰写提示词、优化提示词、改写 Prompt、Prompt 优化。将模糊的想法转化为精确有效的 AI 提示词，支持 ChatGPT、Claude、Gemini、DeepSeek、豆包、智谱等多平台。
media-writer
Social media writing, content creation, 自媒体写作。Use when: 需要写微信公众号/知乎/小红书/LinkedIn/Medium/Reddit 文章。
testany-sync-case-env-from-source
从 OpenAPI 生成的 Testany case 源代码中自动识别入参和出参，并同步到 case 的环境变量列表中。适用于源代码存储在需要认证的 Git 仓库（如 Bitbucket）的场景。
sandbox-agent
Run agent CLIs (codex/copilot/opencode) inside a Podman container with full internet access but filesystem exposure limited to the repo root + explicit bind mounts.
mongoose
Mongoose ODM for MongoDB and Node.js. Use for schemas, models, queries, validation, middleware, population, aggregation, and MongoDB database operations in JavaScript/TypeScript applications.
bots
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open-brush-plugin-skill
Create and modify Lua plugins for Open Brush with full API documentation access. Use when the user wants to create Open Brush plugins, work with Lua scripts for Open Brush, or asks about Open Brush scripting API, Lua functions, or plugin development.
deep-analysis
Uses multiple parallel finder agents and multiple oracle consultations simultaneously for broad analysis. Use when asked to search from multiple angles, investigate across many files, or need parallel multi-perspective analysis.
iterative-analysis
Performs sequential multi-round oracle analysis where each round builds on previous findings. Use when user specifies analysis count (e.g., "analyze 5 times"), asks to think repeatedly, or needs progressive refinement.
smart-commit
Splits uncommitted changes into multiple logical commits by functionality. Use when asked to organize commits, split changes, or create atomic commits.
rory
Your CMO in the terminal. Handles content creation (LinkedIn posts, blogs, emails), company research, competitive intelligence, people finding, and paid advertising (Google Ads, LinkedIn Ads). Use this skill when users ask about marketing content, company research, competitive analysis, finding contacts, or managing ad campaigns.
codex-delegation
Codex任务委派专家。当需要后端逻辑、算法实现、复杂调试、架构分析时自动激活。帮助构建正确的Codex调用并确保安全主权。
gemini-delegation
Gemini任务委派专家。当需要前端UI/UX、样式设计、React/Vue组件、CSS优化时自动激活。帮助构建正确的Gemini调用。
session-advisor
多模型协作的SESSION管理顾问。当调用Codex或Gemini前，自动提供SESSION复用/新开建议。当用户讨论多模型协作、SESSION管理、上下文隔离时使用。
verification-loop
验证闭环提醒。当代码修改完成、Story完成、准备PR时自动激活。确保每次变更都经过验证，效率提升2-3倍。
knowledge-base
专业的知识库管理系统，旨在解决“知识诅咒”和认知偏差问题。通过显式化隐性知识、扫描代码提取领域概念、整合行业最佳实践，构建结构化的 Markdown 知识库。
writing-elisp
Comprehensive guidance for writing high-quality, idiomatic, modern Emacs Lisp code with incremental validation. Use when writing or modifying elisp functions, especially complex nested forms with cl-loop, multiple let* bindings, or lambdas. Covers modern features, naming conventions, documentation standards, error handling, code quality, and performance.
architecture-analyzer
Perform in-depth architectural analysis of codebases through iterative dialog and visual diagrams. Use when users want to understand their software architecture, explore design patterns and anti-patterns, evaluate potential architectural changes, or gain deep insights into code structure and relationships. Particularly valuable for onboarding to unfamiliar codebases, assessing technical debt, planning refactoring efforts, or understanding how components interact across system boundaries.
bead-creator
Create self-contained Beads issues for work tracking. Use when creating new beads for bugs, tasks, questions, or follow-up work - whether from specifications, discovered during implementation, or standalone requests. Handles proper formatting, labeling, dependencies, and ensures beads are actionable with embedded context.
bead-implementation
Execute on a Beads issue with proper discovery workflow and mandatory session close protocol. Use when starting work on a bead, during implementation when discovering new work that should be externalized, or when completing a session to ensure all work is properly committed.
characterization-testing
Guide for characterization testing - capturing current system behavior to enable safe refactoring. Use when working with legacy code, undocumented systems, or code that needs modification but lacks tests. Helps create a safety net before making changes by testing what the code actually does (not what it should do).
emacs-elisp-debugging
Strategies for debugging Emacs Lisp code, especially missing parentheses and Common Lisp compatibility issues. Use when encountering mysterious elisp errors or when working with literate elisp in org-mode files.
github-actions-local-checks
Proactively run GitHub Actions pipeline checks locally before pushing code. Use when making code changes to catch test, lint, and type-check failures early.
github-actions-troubleshooting
Troubleshoot and fix failing GitHub Actions pipeline steps. Use when user reports a failing pipeline with error output.
openspec-to-beads
Convert OpenSpec artifacts (proposal.md, design.md, tasks.md, specs/) into self-contained Beads issues for implementation tracking. Use when you have completed OpenSpec planning artifacts and need to create trackable implementation tasks, or when converting any specification or design document into actionable Beads issues.
skill-learner
Reviews conversation context to identify learnings and patterns that should be captured in skills. Use when the user asks to review the session for skill creation or updates.
software-testing
Software testing guidance with decision tree. Use when: (1) Writing or improving tests, (2) User asks about testing approaches, (3) Need guidance on test scope or assertions, (4) Working with specific test frameworks. Routes to specialized testing strategies via reference files.
skill-creator
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
chatkit-frontend-bootstrap
Embed and initialize OpenAI's ChatKit widget in Rails views. Use when adding ChatKit to a page, configuring the openai-chatkit custom element via data attributes, syncing themes with dark/light mode, handling Turbo navigation, or setting up attachment uploads. Triggers on ChatKit embed, openai-chatkit element, chat widget initialization, or theme sync.
chatkit-rails-backend
Integrate OpenAI ChatKit with a Rails backend using SSE streaming. Use when building conversational AI with thread management, message streaming, widget rendering from MCP tool results, file attachments, and human-in-the-loop form interactions. Triggers on ChatKit, chat widget, thread streaming, or widget from tool result.
code-pattern-extraction
Extract reusable design and implementation patterns from codebases into Skills. Use when asked to analyze code for patterns, document architectural decisions, create transferrable implementation guides, or extract knowledge into Skills. Transforms working implementations into comprehensive, reusable Skills that can be applied to new projects.
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