# @tech-leads-club/agent-skills-monorepo - Doramagic AI Context Pack > 定位：安装前体验与判断资产。它帮助宿主 AI 有一个好的开始，但不代表已经安装、执行或验证目标项目。 ## 充分原则 - **充分原则，不是压缩原则**：AI Context Pack 应该充分到让宿主 AI 在开工前理解项目价值、能力边界、使用入口、风险和证据来源；它可以分层组织，但不以最短摘要为目标。 - **压缩策略**：只压缩噪声和重复内容，不压缩会影响判断和开工质量的上下文。 ## 给宿主 AI 的使用方式 你正在读取 Doramagic 为 @tech-leads-club/agent-skills-monorepo 编译的 AI Context Pack。请把它当作开工前上下文：帮助用户理解适合谁、能做什么、如何开始、哪些必须安装后验证、风险在哪里。不要声称你已经安装、运行或执行了目标项目。 ## Claim 消费规则 - **事实来源**：Repo Evidence + Claim/Evidence Graph；Human Wiki 只提供显著性、术语和叙事结构。 - **事实最低状态**：`supported` - `supported`：可以作为项目事实使用，但回答中必须引用 claim_id 和证据路径。 - `weak`：只能作为低置信度线索，必须要求用户继续核实。 - `inferred`：只能用于风险提示或待确认问题，不能包装成项目事实。 - `unverified`：不得作为事实使用，应明确说证据不足。 - `contradicted`：必须展示冲突来源，不得替用户强行选择一个版本。 ## 它最适合谁 - **正在使用 Claude/Codex/Cursor/Gemini 等宿主 AI 的开发者**：README 或插件配置提到多个宿主 AI。 证据：`README.md` Claim：`clm_0004` supported 0.86 - **希望把专业流程带进宿主 AI 的用户**：仓库包含 Skill 文档。 证据：`packages/skills-catalog/skills/(architecture)/component-common-domain-detection/SKILL.md`, `packages/skills-catalog/skills/(architecture)/component-flattening-analysis/SKILL.md`, `packages/skills-catalog/skills/(architecture)/component-identification-sizing/SKILL.md`, `packages/skills-catalog/skills/(architecture)/coupling-analysis/SKILL.md` 等 Claim：`clm_0005` supported 0.86 ## 它能做什么 - **AI Skill / Agent 指令资产库**（可做安装前预览）：项目包含可被宿主 AI 读取的 Skill 或 Agent 指令文件，可用于把专业流程带入 Claude、Codex、Cursor 等宿主。 证据：`packages/skills-catalog/skills/(architecture)/component-common-domain-detection/SKILL.md`, `packages/skills-catalog/skills/(architecture)/component-flattening-analysis/SKILL.md`, `packages/skills-catalog/skills/(architecture)/component-identification-sizing/SKILL.md`, `packages/skills-catalog/skills/(architecture)/coupling-analysis/SKILL.md` 等 Claim：`clm_0001` supported 0.86 - **多宿主安装与分发**（需要安装后验证）：项目包含插件或 marketplace 配置，说明它面向一个或多个 AI 宿主的安装和分发。 证据：`.claude-plugin/marketplace.json`, `.cursor-plugin/marketplace.json`, `packages/mcp/.claude-plugin/plugin.json`, `packages/mcp/.cursor-plugin/plugin.json` Claim：`clm_0002` unverified 0.25 - **命令行启动或安装流程**（需要安装后验证）：项目文档中存在可执行命令，真实使用需要在本地或宿主环境中运行这些命令。 证据：`README.md`, `packages/mcp/README.md`, `packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/argo-smart-routing/README.md`, `packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/bindings/README.md` 等 Claim：`clm_0003` supported 0.86 ## 怎么开始 - `npx @tech-leads-club/agent-skills` 证据：`README.md` Claim：`clm_0006` supported 0.86 - `npm install -g @tech-leads-club/agent-skills` 证据：`README.md` Claim：`clm_0007` supported 0.86 - `/plugin marketplace add tech-leads-club/agent-skills` 证据：`packages/mcp/README.md` Claim：`clm_0008` supported 0.86 - `/plugin install agent-skills-mcp@tech-leads-club` 证据：`packages/mcp/README.md` Claim：`clm_0009` supported 0.86 - `claude mcp add agent-skills -- npx -y @tech-leads-club/agent-skills-mcp` 证据：`packages/mcp/README.md` Claim：`clm_0010` supported 0.86 - `npx nx lint @tech-leads-club/agent-skills-mcp` 证据：`packages/mcp/README.md` Claim：`clm_0011` supported 0.86 - `npx nx test @tech-leads-club/agent-skills-mcp` 证据：`packages/mcp/README.md` Claim：`clm_0012` supported 0.86 - `npx nx build @tech-leads-club/agent-skills-mcp` 证据：`packages/mcp/README.md` Claim：`clm_0013` supported 0.86 - `curl -X PATCH "https://api.cloudflare.com/client/v4/zones/{zone_id}/argo/smart_routing" \` 证据：`packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/argo-smart-routing/README.md` Claim：`clm_0014` supported 0.86 - `npx wrangler types` 证据：`packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/bindings/README.md` Claim：`clm_0015` supported 0.86, `clm_0029` supported 0.86 ## 继续前判断卡 - **当前建议**：需要管理员/安全审批 - **为什么**：继续前可能涉及密钥、账号、外部服务或敏感上下文，建议先经过管理员或安全审批。 ### 30 秒判断 - **现在怎么做**：需要管理员/安全审批 - **最小安全下一步**：先跑 Prompt Preview；若涉及凭证或企业环境，先审批再试装 - **先别相信**：这套流程是否适合你的工作方式不能直接相信。 - **继续会触碰**：宿主行为改变、命令执行、宿主 AI 配置 ### 现在可以相信 - **适合人群线索：正在使用 Claude/Codex/Cursor/Gemini 等宿主 AI 的开发者**（supported）：有 supported claim 或项目证据支撑，但仍不等于真实安装效果。 证据：`README.md` Claim：`clm_0004` supported 0.86 - **适合人群线索：希望把专业流程带进宿主 AI 的用户**（supported）：有 supported claim 或项目证据支撑，但仍不等于真实安装效果。 证据：`packages/skills-catalog/skills/(architecture)/component-common-domain-detection/SKILL.md`, `packages/skills-catalog/skills/(architecture)/component-flattening-analysis/SKILL.md`, `packages/skills-catalog/skills/(architecture)/component-identification-sizing/SKILL.md`, `packages/skills-catalog/skills/(architecture)/coupling-analysis/SKILL.md` 等 Claim：`clm_0005` supported 0.86 - **能力存在：AI Skill / Agent 指令资产库**（supported）：可以相信项目包含这类能力线索；是否适合你的具体任务仍要试用或安装后验证。 证据：`packages/skills-catalog/skills/(architecture)/component-common-domain-detection/SKILL.md`, `packages/skills-catalog/skills/(architecture)/component-flattening-analysis/SKILL.md`, `packages/skills-catalog/skills/(architecture)/component-identification-sizing/SKILL.md`, `packages/skills-catalog/skills/(architecture)/coupling-analysis/SKILL.md` 等 Claim：`clm_0001` supported 0.86 - **能力存在：命令行启动或安装流程**（supported）：可以相信项目包含这类能力线索；是否适合你的具体任务仍要试用或安装后验证。 证据：`README.md`, `packages/mcp/README.md`, `packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/argo-smart-routing/README.md`, `packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/bindings/README.md` 等 Claim：`clm_0003` supported 0.86 - **存在 Quick Start / 安装命令线索**（supported）：可以相信项目文档出现过启动或安装入口；不要因此直接在主力环境运行。 证据：`README.md` Claim：`clm_0006` supported 0.86 ### 现在还不能相信 - **这套流程是否适合你的工作方式不能直接相信。**（unverified）：流程型 Skill 可能强约束 AI 行为；它能提升纪律，也可能拖慢你当前任务节奏。 证据：`.claude-plugin/marketplace.json`, `.cursor-plugin/marketplace.json`, `AGENTS.md`, `packages/mcp/.claude-plugin/plugin.json` 等 - **不会和你已有 Claude/Cursor/Codex 规则冲突，不能直接相信。**（inferred）：开发流程 Skill 会改变澄清、计划、测试、验证等默认行为，必须在临时宿主里试。 证据：`.claude-plugin/marketplace.json`, `.cursor-plugin/marketplace.json`, `AGENTS.md`, `packages/mcp/.claude-plugin/plugin.json` 等 - **真实输出质量不能在安装前相信。**（unverified）：Prompt Preview 只能展示引导方式，不能证明真实项目中的结果质量。 - **宿主 AI 版本兼容性不能在安装前相信。**（unverified）：Claude、Cursor、Codex、Gemini 等宿主加载规则和版本差异必须在真实环境验证。 - **不会污染现有宿主 AI 行为，不能直接相信。**（inferred）：Skill、plugin、AGENTS/CLAUDE/GEMINI 指令可能改变宿主 AI 的默认行为。 证据：`.claude-plugin/marketplace.json`, `.cursor-plugin/marketplace.json`, `AGENTS.md`, `packages/mcp/.claude-plugin/plugin.json` 等 - **可安全回滚不能默认相信。**（unverified）：除非项目明确提供卸载和恢复说明，否则必须先在隔离环境验证。 - **真实安装后是否与用户当前宿主 AI 版本兼容？**（unverified）：兼容性只能通过实际宿主环境验证。 证据：`.claude-plugin/marketplace.json`, `.cursor-plugin/marketplace.json`, `packages/mcp/.claude-plugin/plugin.json`, `packages/mcp/.cursor-plugin/plugin.json` - **项目输出质量是否满足用户具体任务？**（unverified）：安装前预览只能展示流程和边界，不能替代真实评测。 ### 继续会触碰什么 - **宿主行为改变**：澄清、计划、TDD、验证、收尾等默认开发节奏。 原因：这类 Skill 的价值和风险都来自强约束流程；必须先确认你愿意被它改变工作方式。 证据：`.claude-plugin/marketplace.json`, `.cursor-plugin/marketplace.json`, `AGENTS.md`, `packages/mcp/.claude-plugin/plugin.json` 等 - **命令执行**：包管理器、网络下载、本地插件目录、项目配置或用户主目录。 原因：运行第一条命令就可能产生环境改动；必须先判断是否值得跑。 证据：`README.md`, `packages/mcp/README.md`, `packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/argo-smart-routing/README.md`, `packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/bindings/README.md` 等 - **宿主 AI 配置**：Claude/Codex/Cursor/Gemini/OpenCode 等宿主的 plugin、Skill 或规则加载配置。 原因：宿主配置会改变 AI 后续工作方式，可能和用户已有规则冲突。 证据：`.claude-plugin/marketplace.json`, `.cursor-plugin/marketplace.json`, `AGENTS.md`, `packages/mcp/.claude-plugin/plugin.json` 等 - **本地环境或项目文件**：安装结果、插件缓存、项目配置或本地依赖目录。 原因：安装前无法证明写入范围和回滚方式，需要隔离验证。 证据：`.claude-plugin/marketplace.json`, `.cursor-plugin/marketplace.json`, `README.md`, `packages/mcp/.claude-plugin/plugin.json` 等 - **环境变量 / API Key**：项目入口文档明确出现 API key、token、secret 或账号凭证配置。 原因：如果真实安装需要凭证，应先使用测试凭证并经过权限/合规判断。 证据：`packages/marketplace/src/data/skills.json`, `packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/bindings/README.md`, `packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/bindings/api.md`, `packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/bindings/configuration.md` 等 - **宿主 AI 上下文**：AI Context Pack、Prompt Preview、Skill 路由、风险规则和项目事实。 原因：导入上下文会影响宿主 AI 后续判断，必须避免把未验证项包装成事实。 ### 最小安全下一步 - **先跑 Prompt Preview**：先感受它会怎样改变 AI 的开发节奏，再决定是否让它进入真实宿主。（适用：任何项目都适用，尤其是输出质量未知时。） - **只在隔离目录或测试账号试装**：避免安装命令污染主力宿主 AI、真实项目或用户主目录。（适用：存在命令执行、插件配置或本地写入线索时。） - **先备份宿主 AI 配置**：Skill、plugin、规则文件可能改变 Claude/Cursor/Codex 的默认行为。（适用：存在插件 manifest、Skill 或宿主规则入口时。） - **不要使用真实生产凭证**：环境变量/API key 一旦进入宿主或工具链，可能产生账号和合规风险。（适用：出现 API、TOKEN、KEY、SECRET 等环境线索时。） - **安装后只验证一个最小任务**：先验证加载、兼容、输出质量和回滚，再决定是否深用。（适用：准备从试用进入真实工作流时。） ### 退出方式 - **保留安装前状态**：记录原始宿主配置和项目状态，后续才能判断是否可恢复。 - **准备移除宿主 plugin / Skill / 规则入口**：如果试装后行为异常，可以把宿主 AI 恢复到试装前状态。 - **记录安装命令和写入路径**：没有明确卸载说明时，至少要知道哪些目录或配置需要手动清理。 - **准备撤销测试 API key 或 token**：测试凭证泄露或误用时，可以快速止损。 - **如果没有回滚路径，不进入主力环境**：不可回滚是继续前阻断项，不应靠信任或运气继续。 ## 哪些只能预览 - 解释项目适合谁和能做什么 - 基于项目文档演示典型对话流程 - 帮助用户判断是否值得安装或继续研究 ## 哪些必须安装后验证 - 真实安装 Skill、插件或 CLI - 执行脚本、修改本地文件或访问外部服务 - 验证真实输出质量、性能和兼容性 ## 边界与风险判断卡 - **把安装前预览误认为真实运行**：用户可能高估项目已经完成的配置、权限和兼容性验证。 处理方式：明确区分 prompt_preview_can_do 与 runtime_required。 Claim：`clm_0030` inferred 0.45 - **宿主 AI 插件或 Skill 规则冲突**：新规则可能改变用户现有宿主 AI 的工作方式。 处理方式：安装前先检查插件 manifest 和 Skill 文件，必要时隔离测试。 证据：`.claude-plugin/marketplace.json`, `.cursor-plugin/marketplace.json`, `packages/mcp/.claude-plugin/plugin.json`, `packages/mcp/.cursor-plugin/plugin.json` Claim：`clm_0031` inferred 0.45 - **命令执行会修改本地环境**：安装命令可能写入用户主目录、宿主插件目录或项目配置。 处理方式：先在隔离环境或测试账号中运行。 证据：`README.md`, `packages/mcp/README.md`, `packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/argo-smart-routing/README.md`, `packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/bindings/README.md` 等 Claim：`clm_0032` supported 0.86 - **待确认**：真实安装后是否与用户当前宿主 AI 版本兼容？。原因：兼容性只能通过实际宿主环境验证。 - **待确认**：项目输出质量是否满足用户具体任务？。原因：安装前预览只能展示流程和边界，不能替代真实评测。 - **待确认**：安装命令是否需要网络、权限或全局写入？。原因：这影响企业环境和个人环境的安装风险。 ## 开工前工作上下文 ### 加载顺序 - 先读取 how_to_use.host_ai_instruction，建立安装前判断资产的边界。 - 读取 claim_graph_summary，确认事实来自 Claim/Evidence Graph，而不是 Human Wiki 叙事。 - 再读取 intended_users、capabilities 和 quick_start_candidates，判断用户是否匹配。 - 需要执行具体任务时，优先查 role_skill_index，再查 evidence_index。 - 遇到真实安装、文件修改、网络访问、性能或兼容性问题时，转入 risk_card 和 boundaries.runtime_required。 ### 任务路由 - **AI Skill / Agent 指令资产库**：先基于 role_skill_index / evidence_index 帮用户挑选可用角色、Skill 或工作流。 边界：可做安装前 Prompt 体验。 证据：`packages/skills-catalog/skills/(architecture)/component-common-domain-detection/SKILL.md`, `packages/skills-catalog/skills/(architecture)/component-flattening-analysis/SKILL.md`, `packages/skills-catalog/skills/(architecture)/component-identification-sizing/SKILL.md`, `packages/skills-catalog/skills/(architecture)/coupling-analysis/SKILL.md` 等 Claim：`clm_0001` supported 0.86 - **多宿主安装与分发**：先说明这是安装后验证能力，再给出安装前检查清单。 边界：必须真实安装或运行后验证。 证据：`.claude-plugin/marketplace.json`, `.cursor-plugin/marketplace.json`, `packages/mcp/.claude-plugin/plugin.json`, `packages/mcp/.cursor-plugin/plugin.json` - **命令行启动或安装流程**：先说明这是安装后验证能力，再给出安装前检查清单。 边界：必须真实安装或运行后验证。 证据：`README.md`, `packages/mcp/README.md`, `packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/argo-smart-routing/README.md`, `packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/bindings/README.md` 等 Claim：`clm_0003` supported 0.86 ### 上下文规模 - 文件总数：955 - 重要文件覆盖：40/955 - 证据索引条目：160 - 角色 / Skill 条目：80 ### 证据不足时的处理 - **missing_evidence**：说明证据不足，要求用户提供目标文件、README 段落或安装后验证记录；不要补全事实。 - **out_of_scope_request**：说明该任务超出当前 AI Context Pack 证据范围，并建议用户先查看 Human Manual 或真实安装后验证。 - **runtime_request**：给出安装前检查清单和命令来源，但不要替用户执行命令或声称已执行。 - **source_conflict**：同时展示冲突来源，标记为待核实，不要强行选择一个版本。 ## Prompt Recipes ### 适配判断 - 目标：判断这个项目是否适合用户当前任务。 - 预期输出：适配结论、关键理由、证据引用、安装前可预览内容、必须安装后验证内容、下一步建议。 ```text 请基于 @tech-leads-club/agent-skills-monorepo 的 AI Context Pack，先问我 3 个必要问题，然后判断它是否适合我的任务。回答必须包含：适合谁、能做什么、不能做什么、是否值得安装、证据来自哪里。所有项目事实必须引用 evidence_refs、source_paths 或 claim_id。 ``` ### 安装前体验 - 目标：让用户在安装前感受核心工作流，同时避免把预览包装成真实能力或营销承诺。 - 预期输出：一段带边界标签的体验剧本、安装后验证清单和谨慎建议；不含真实运行承诺或强营销表述。 ```text 请把 @tech-leads-club/agent-skills-monorepo 当作安装前体验资产，而不是已安装工具或真实运行环境。 请严格输出四段： 1. 先问我 3 个必要问题。 2. 给出一段“体验剧本”：用 [安装前可预览]、[必须安装后验证]、[证据不足] 三种标签展示它可能如何引导工作流。 3. 给出安装后验证清单：列出哪些能力只有真实安装、真实宿主加载、真实项目运行后才能确认。 4. 给出谨慎建议：只能说“值得继续研究/试装”“先补充信息后再判断”或“不建议继续”，不得替项目背书。 硬性边界： - 不要声称已经安装、运行、执行测试、修改文件或产生真实结果。 - 不要写“自动适配”“确保通过”“完美适配”“强烈建议安装”等承诺性表达。 - 如果描述安装后的工作方式，必须使用“如果安装成功且宿主正确加载 Skill，它可能会……”这种条件句。 - 体验剧本只能写成“示例台词/假设流程”：使用“可能会询问/可能会建议/可能会展示”，不要写“已写入、已生成、已通过、正在运行、正在生成”。 - Prompt Preview 不负责给安装命令；如用户准备试装，只能提示先阅读 Quick Start 和 Risk Card，并在隔离环境验证。 - 所有项目事实必须来自 supported claim、evidence_refs 或 source_paths；inferred/unverified 只能作风险或待确认项。 ``` ### 角色 / Skill 选择 - 目标：从项目里的角色或 Skill 中挑选最匹配的资产。 - 预期输出：候选角色或 Skill 列表，每项包含适用场景、证据路径、风险边界和是否需要安装后验证。 ```text 请读取 role_skill_index，根据我的目标任务推荐 3-5 个最相关的角色或 Skill。每个推荐都要说明适用场景、可能输出、风险边界和 evidence_refs。 ``` ### 风险预检 - 目标：安装或引入前识别环境、权限、规则冲突和质量风险。 - 预期输出：环境、权限、依赖、许可、宿主冲突、质量风险和未知项的检查清单。 ```text 请基于 risk_card、boundaries 和 quick_start_candidates，给我一份安装前风险预检清单。不要替我执行命令，只说明我应该检查什么、为什么检查、失败会有什么影响。 ``` ### 宿主 AI 开工指令 - 目标：把项目上下文转成一次对话开始前的宿主 AI 指令。 - 预期输出：一段边界明确、证据引用明确、适合复制给宿主 AI 的开工前指令。 ```text 请基于 @tech-leads-club/agent-skills-monorepo 的 AI Context Pack，生成一段我可以粘贴给宿主 AI 的开工前指令。这段指令必须遵守 not_runtime=true，不能声称项目已经安装、运行或产生真实结果。 ``` ## 角色 / Skill 索引 - 共索引 80 个角色 / Skill / 项目文档条目。 - **component-common-domain-detection**（skill）：Finds duplicate business logic spread across multiple components and suggests consolidation. Use when asking "where is this logic duplicated?", "find common code between services", "what can be consolidated?", "detect shared domain logic", or analyzing component overlap before refactoring. Do NOT use for code-level duplication detection use linters or dependency analysis use coupling-analysis . 激活提示：当用户任务与“component-common-domain-detection”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(architecture)/component-common-domain-detection/SKILL.md` - **component-flattening-analysis**（skill）：Detects misplaced classes and fixes component hierarchy problems — finds code that should belong inside a component but sits at the root level. Use when asking "clean up component structure", "find orphaned classes", "fix module hierarchy", "flatten nested components", or analyzing why namespaces have misplaced code. Do NOT use for dependency analysis use coupling-analysis or domain grouping use domain-identificatio… 激活提示：当用户任务与“component-flattening-analysis”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(architecture)/component-flattening-analysis/SKILL.md` - **component-identification-sizing**（skill）：Maps architectural components in a codebase and measures their size to identify what should be extracted first. Use when asking "how big is each module?", "what components do I have?", "which service is too large?", "analyze codebase structure", "size my monolith", or planning where to start decomposing. Do NOT use for runtime performance sizing or infrastructure capacity planning. 激活提示：当用户任务与“component-identification-sizing”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(architecture)/component-identification-sizing/SKILL.md` - **coupling-analysis**（skill）：Analyzes coupling between modules using the three-dimensional model strength, distance, volatility from "Balancing Coupling in Software Design". Use when asking "are these modules too coupled?", "show me dependencies", "analyze integration quality", "which modules should I decouple?", "coupling report", or evaluating architectural health. Do NOT use for domain boundary analysis use domain-analysis or component sizin… 激活提示：当用户任务与“coupling-analysis”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(architecture)/coupling-analysis/SKILL.md` - **decomposition-planning-roadmap**（skill）：Creates step-by-step decomposition plans and migration roadmaps for breaking apart monolithic applications. Use when asking "what order should I extract services?", "plan my migration", "create a decomposition roadmap", "prioritize what to split", "monolith to microservices strategy", or tracking decomposition progress. Do NOT use for domain analysis use domain-analysis or component sizing use component-identificati… 激活提示：当用户任务与“decomposition-planning-roadmap”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(architecture)/decomposition-planning-roadmap/SKILL.md` - **domain-analysis**（skill）：Maps business domains and suggests service boundaries in any codebase using DDD Strategic Design. Use when asking "what are the domains in this codebase?", "where should I draw service boundaries?", "identify bounded contexts", "classify subdomains", "DDD analysis", or analyzing domain cohesion. Do NOT use for grouping existing components into domains use domain-identification-grouping or dependency analysis use cou… 激活提示：当用户任务与“domain-analysis”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(architecture)/domain-analysis/SKILL.md` - **domain-identification-grouping**（skill）：Groups existing components into logical business domains to plan service-based architecture. Use when asking "which components belong together?", "group these into services", "organize by domain", "component-to-domain mapping", or planning service extraction from an existing codebase. Do NOT use for identifying new domains from scratch use domain-analysis or analyzing coupling use coupling-analysis . 激活提示：当用户任务与“domain-identification-grouping”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(architecture)/domain-identification-grouping/SKILL.md` - **frontend-blueprint**（skill）：AI frontend specialist and design consultant that guides users through a structured discovery process before generating any code. Collects visual references, design tokens, typography, icons, layout preferences, and brand guidelines to ensure the final output matches the user's vision with high fidelity. Use when the user asks to build, design, create, or improve any frontend interface — websites, landing pages, das… 激活提示：当用户任务与“frontend-blueprint”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(architecture)/frontend-blueprint/SKILL.md` - **legacy-migration-planner**（skill）：Use when planning legacy system migrations, codebase modernization, monolith decomposition, microservices consolidation, cross-language rewrites, or framework upgrades. Invoke for strangler fig pattern, incremental migration strategy, or refactoring roadmaps. Do NOT use for domain analysis use domain-analysis , component sizing use component-identification-sizing , or step-by-step decomposition plans use decompositi… 激活提示：当用户任务与“legacy-migration-planner”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(architecture)/legacy-migration-planner/SKILL.md` - **modular-decomposition**（skill）：Runs a sequenced monolith-to-modular pipeline that sizes and inventories components, finds shared domain duplication, addresses flattening and hierarchy issues, analyzes coupling, then groups components into candidate domain-aligned units, with optional embedded DDD strategic analysis for bounded contexts. Use when asking how to split a monolith, size components before extraction, find duplicated domain logic, clean… 激活提示：当用户任务与“modular-decomposition”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(architecture)/modular-decomposition/SKILL.md` - **modular-design-principles**（skill）： 激活提示：当用户任务与“modular-design-principles”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(architecture)/modular-design-principles/SKILL.md` - **react-composition-patterns**（skill）：React composition patterns that scale. Use when refactoring components with boolean prop proliferation, building flexible component libraries, or designing reusable APIs. Triggers on tasks involving compound components, render props, context providers, or component architecture. Includes React 19 API changes. Do NOT use for React/Next.js performance optimization use react-best-practices instead . 激活提示：当用户任务与“react-composition-patterns”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(architecture)/react-composition-patterns/SKILL.md` - **tactical-ddd**（skill）：Detects anemic domain models, validates and refactors them into rich domain models, and enforces tactical DDD patterns Entities, Value Objects, Aggregates, Domain Services, Domain Events . Use when the user asks to validate, review, or check domain models or DDD code; detect anemia; refactor domain objects; improve encapsulation; or mentions terms like "anemic model", "rich domain", "aggregate", "value object", "dom… 激活提示：当用户任务与“tactical-ddd”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(architecture)/tactical-ddd/SKILL.md` - **aws-advisor**（skill）：Expert AWS Cloud Advisor for architecture design, security review, and implementation guidance. Leverages AWS MCP tools for accurate, documentation-backed answers. Use when user asks about AWS architecture, security, service selection, migrations, troubleshooting, or learning AWS. Triggers on AWS, Lambda, S3, EC2, ECS, EKS, DynamoDB, RDS, CloudFormation, CDK, Terraform, Serverless, SAM, IAM, VPC, API Gateway, or any… 激活提示：当用户任务与“aws-advisor”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(cloud)/aws-advisor/SKILL.md` - **cloudflare-deploy**（skill）：Deploy applications and infrastructure to Cloudflare using Workers, Pages, and related platform services. Use when the user asks to deploy, host, publish, or set up a project on Cloudflare. Do NOT use for deploying to Vercel, Netlify, or Render use their respective skills . 激活提示：当用户任务与“cloudflare-deploy”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(cloud)/cloudflare-deploy/SKILL.md` - **netlify-deploy**（skill）：Deploy web projects to Netlify using the Netlify CLI npx netlify . Use when the user asks to deploy, host, publish, or link a site/repo on Netlify, including preview and production deploys. Do NOT use for deploying to Vercel, Cloudflare, or Render use their respective skills . 激活提示：当用户任务与“netlify-deploy”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(cloud)/netlify-deploy/SKILL.md` - **render-deploy**（skill）：Deploy applications to Render by analyzing codebases, generating render.yaml Blueprints, and providing Dashboard deeplinks. Use when the user wants to deploy, host, publish, or set up their application on Render's cloud platform. Do NOT use for deploying to Vercel, Netlify, or Cloudflare use their respective skills . 激活提示：当用户任务与“render-deploy”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(cloud)/render-deploy/SKILL.md` - **vercel-deploy**（skill）：Deploy applications and websites to Vercel. Use when the user requests deployment actions like "deploy my app", "deploy and give me the link", "push this live", or "create a preview deployment". Do NOT use for deploying to Netlify, Cloudflare, or Render use their respective skills . 激活提示：当用户任务与“vercel-deploy”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(cloud)/vercel-deploy/SKILL.md` - **create-adr**（skill）：Creates Architecture Decision Records ADRs to document significant architectural choices and their rationale for future team members. Use when the user says "write an ADR", "document this decision", "record why we chose X", "add an architecture decision record", "create an ADR for", or wants to capture the reasoning behind a technical choice so the team understands it later. Do NOT use when the decision hasn't been… 激活提示：当用户任务与“create-adr”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(creation)/create-adr/SKILL.md` - **create-rfc**（skill）：Creates structured Request for Comments RFC documents for proposing and deciding on significant changes. Use when the user says "write an RFC", "create a proposal", "I need to propose a change", "draft an RFC", "document a decision", or needs stakeholder alignment before making a major technical or process decision. Do NOT use for TDDs/implementation docs use technical-design-doc-creator instead , README files, or g… 激活提示：当用户任务与“create-rfc”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(creation)/create-rfc/SKILL.md` - **technical-design-doc-creator**（skill）：Creates comprehensive Technical Design Documents TDD with mandatory and optional sections through interactive discovery. Use when user asks to "write a design doc", "create a TDD", "technical spec", "architecture document", "RFC", "design proposal", or needs to document a technical decision before implementation. Do NOT use for README files, API docs, or general documentation use docs-writer instead . 激活提示：当用户任务与“technical-design-doc-creator”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(creation)/create-technical-design-doc/SKILL.md` - **cursor-subagent-creator**（skill）：Creates Cursor-specific AI subagents with isolated context for complex multi-step workflows. Use when creating subagents for Cursor editor specifically, following Cursor's patterns and directories .cursor/agents/ . Triggers on "cursor subagent", "cursor agent". Do NOT use for generic subagent creation outside Cursor use subagent-creator instead . 激活提示：当用户任务与“cursor-subagent-creator”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(creation)/cursor-subagent-creator/SKILL.md` - **skill-architect**（skill）：Expert guide for designing and building high-quality skills from scratch through structured conversation. Use when someone wants to create a new skill, build a skill, design a skill, or asks for help making Agents do something consistently. Also use when someone says "turn this into a skill", "I want to automate this workflow", "how do I teach my Agent to do X", or mentions creating SKILL.md files. Covers standalone… 激活提示：当用户任务与“skill-architect”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(creation)/skill-architect/SKILL.md` - **subagent-creator**（skill）：Guide for creating AI subagents with isolated context for complex multi-step workflows. Use when users want to create a subagent, specialized agent, verifier, debugger, or orchestrator that requires isolated context and deep specialization. Works with any agent that supports subagent delegation. Triggers on "create subagent", "new agent", "specialized assistant", "create verifier". Do NOT use for Cursor-specific sub… 激活提示：当用户任务与“subagent-creator”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(creation)/subagent-creator/SKILL.md` - **the-fool**（skill）：Use when challenging ideas, plans, decisions, or proposals. Invoke to play devil's advocate, run a pre-mortem, red team, stress test assumptions, audit evidence quality, or find blind spots before committing. Do NOT use for building plans, making decisions, or generating solutions — this skill only challenges and critiques. 激活提示：当用户任务与“the-fool”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(decision-making)/the-fool/SKILL.md` - **figma-implement-design**（skill）：Translate Figma nodes into production-ready code with 1:1 visual fidelity using the Figma MCP workflow design context, screenshots, assets, and project-convention translation . Use when the user provides Figma URLs or node IDs and asks to implement designs or components that must match Figma specs. Requires a working Figma MCP server connection. Do NOT use for general Figma data fetching, variable exploration, or MC… 激活提示：当用户任务与“figma-implement-design”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(design)/figma-implement-design/SKILL.md` - **figma**（skill）：Use the Figma MCP server to fetch design context, screenshots, variables, and assets from Figma, and to translate Figma nodes into production code. Use when a task involves Figma URLs, node IDs, design-to-code implementation, or Figma MCP setup and troubleshooting. Covers general Figma data fetching and exploration. Do NOT use when the goal is specifically pixel-perfect code implementation from a Figma design use fi… 激活提示：当用户任务与“figma”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(design)/figma/SKILL.md` - **frontend-design**（skill）：Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications. Generates creative, polished code that avoids generic AI aesthetics. Do NOT use for design review or audit use web-design-guidelines or web-quality-audit . 激活提示：当用户任务与“frontend-design”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(design)/frontend-design/SKILL.md` - **web-design-guidelines**（skill）：Review UI code for Web Interface Guidelines compliance. Use when asked to "review my UI", "check accessibility", "audit design", "review UX", or "check my site against best practices". Focuses on visual design and interaction patterns. Do NOT use for performance audits use core-web-vitals , SEO use seo , or comprehensive site audits use web-quality-audit . 激活提示：当用户任务与“web-design-guidelines”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(design)/web-design-guidelines/SKILL.md` - **codenavi**（skill）：Your pathfinder for navigating unknown codebases. Investigates with precision, implements surgically, and never assumes — if it doesn't know, it says so. Maintains a .notebook/ knowledge base that grows across sessions, turning every discovery into lasting intelligence. Summons available skills, MCPs, and docs when the mission demands. Use when fixing bugs, implementing features, refactoring, investigating flows, or… 激活提示：当用户任务与“codenavi”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(development)/codenavi/SKILL.md` - **coding-guidelines**（skill）：Behavioral guidelines to reduce common LLM coding mistakes. Use when writing, modifying, or reviewing code — implementation tasks, code changes, refactoring, bug fixes, or feature development. Do NOT use for architecture design, documentation, or non-code tasks. 激活提示：当用户任务与“coding-guidelines”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(development)/coding-guidelines/SKILL.md` - **confluence-assistant**（skill）：Expert in Confluence operations using Atlassian MCP. Use when the user says "search Confluence", "create a Confluence page", "update a page", "find documentation in Confluence", "list spaces", or "add a comment to a page". Do NOT use for Jira issues, general web search, or local file creation. 激活提示：当用户任务与“confluence-assistant”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(development)/confluence-assistant/SKILL.md` - **docs-writer**（skill）：Write, review, and edit documentation files with consistent structure, tone, and technical accuracy. Use when creating docs, reviewing markdown files, writing READMEs, updating /docs directories, or when user says "write documentation", "review this doc", "improve this README", "create a guide", or "edit markdown". Do NOT use for code comments, inline JSDoc, or API reference generation. 激活提示：当用户任务与“docs-writer”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(development)/docs-writer/SKILL.md` - **gh-address-comments**（skill）：Address review and issue comments on the open GitHub PR for the current branch using gh CLI. Use when user says "address PR comments", "fix review feedback", "respond to PR review", or "handle PR comments". Verifies gh auth first and prompts to authenticate if not logged in. Do NOT use for creating PRs, CI debugging use gh-fix-ci , or general Git operations. 激活提示：当用户任务与“gh-address-comments”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(development)/gh-address-comments/SKILL.md` - **jira-assistant**（skill）：Manage Jira issues via Atlassian MCP — search, create, update, transition status, and handle sprint tasks. Auto-detects workspace configuration. Use when user says "create a Jira ticket", "update my sprint", "check Jira status", "transition this issue", "search Jira", or "move ticket to done". Do NOT use for Confluence pages use confluence-assistant . 激活提示：当用户任务与“jira-assistant”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(development)/jira-assistant/SKILL.md` - **nestjs-modular-monolith**（skill）：Specialist in designing and implementing scalable modular monolith architectures using NestJS with DDD, Clean Architecture, and CQRS patterns. Use when building modular monolith backends, designing bounded contexts, creating domain modules, implementing event-driven module communication, or when user mentions "modular monolith", "bounded contexts", "module boundaries", "DDD", "CQRS", "clean architecture NestJS", or… 激活提示：当用户任务与“nestjs-modular-monolith”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(development)/nestjs-modular-monolith/SKILL.md` - **react-native-expert**（skill）：Senior React Native and Expo engineer for building production-ready cross-platform mobile apps. Use when building React Native components, implementing navigation with Expo Router, optimizing list and scroll performance, working with animations via Reanimated, handling platform-specific code iOS/Android , integrating native modules, or structuring Expo projects. Triggers on React Native, Expo, mobile app, iOS app, A… 激活提示：当用户任务与“react-native-expert”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(development)/react-native-expert/SKILL.md` - **shopify-developer**（skill）：Complete Shopify development reference covering Liquid templating, OS 2.0 themes, GraphQL APIs, Hydrogen, Functions, and performance optimization API v2026-01 . Use when working with .liquid files, building Shopify themes or apps, writing GraphQL queries for Shopify, debugging Liquid errors, creating app extensions, migrating from Scripts to Functions, or building headless storefronts. Triggers on "Shopify", "Liquid… 激活提示：当用户任务与“shopify-developer”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(development)/shopify-developer/SKILL.md` - **tlc-spec-driven**（skill）：Project and feature planning with 4 adaptive phases - Specify, Design, Tasks, Execute. Auto-sizes depth by complexity. Creates atomic tasks with verification criteria, atomic git commits, requirement traceability, and persistent memory across sessions. Stack-agnostic. Use when 1 Starting new projects initialize vision, goals, roadmap , 2 Working with existing codebases map stack, architecture, conventions , 3 Planni… 激活提示：当用户任务与“tlc-spec-driven”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(development)/tlc-spec-driven/SKILL.md` - **ai-cold-outreach**（skill）：When the user wants to build an AI-powered outreach system, write cold emails, improve deliverability, or scale personalized outreach. Also use when the user mentions 'cold email,' 'cold outreach,' 'outreach automation,' 'Instantly,' 'Smartlead,' 'Clay,' 'email sequences,' 'deliverability,' 'personalization at scale,' 'reply rate,' or 'outreach stack.' This skill covers the complete AI cold outreach system from sign… 激活提示：当用户任务与“ai-cold-outreach”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(gtm)/ai-cold-outreach/SKILL.md` - **ai-pricing**（skill）：When the user wants to price an AI product, choose a charge metric, design pricing tiers, or optimize margins. Also use when the user mentions 'AI pricing,' 'usage-based pricing,' 'consumption pricing,' 'outcome pricing,' 'BYOK,' 'bring your own key,' 'per-seat pricing,' 'pricing tiers,' 'AI margins,' 'cost per token,' or 'pricing model.' This skill covers pricing strategy, packaging, and margin management for AI-na… 激活提示：当用户任务与“ai-pricing”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(gtm)/ai-pricing/SKILL.md` - **ai-sdr**（skill）：When the user wants to deploy AI sales development reps, automate sales qualification, build signal-to-action routing, or design AI agent architecture for sales. Also use when the user mentions 'AI SDR,' 'AI sales agent,' 'automated qualification,' 'signal routing,' 'sales automation,' '11x,' 'Artisan,' 'AiSDR,' 'AI BDR,' or 'autonomous sales.' This skill covers AI SDR deployment, qualification automation, and agent… 激活提示：当用户任务与“ai-sdr”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(gtm)/ai-sdr/SKILL.md` - **ai-seo**（skill）：When the user wants to build programmatic SEO with AI, create competitor alternative pages, optimize for AI Overviews, or scale content production. Also use when the user mentions 'SEO,' 'programmatic SEO,' 'AI content,' 'competitor alternative pages,' 'AI Overviews,' 'search optimization,' 'DataForSEO,' 'content at scale,' 'keyword strategy,' or 'organic traffic.' This skill covers AI-powered SEO strategy from keyw… 激活提示：当用户任务与“ai-seo”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(gtm)/ai-seo/SKILL.md` - **ai-ugc-ads**（skill）：When the user wants to create UGC ad campaigns, recruit UGC creators, generate AI UGC content, or scale with user-generated content. Also use when the user mentions 'UGC,' 'user-generated content,' 'creator ads,' 'Spark Ads,' 'whitelisting,' 'AI UGC,' 'Arcads,' 'Creatify,' 'creator brief,' or 'UGC testing.' This skill covers the UGC growth framework from creator recruitment through AI-powered scaling. Do NOT use for… 激活提示：当用户任务与“ai-ugc-ads”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(gtm)/ai-ugc-ads/SKILL.md` - **content-to-pipeline**（skill）：When the user wants to turn content into revenue, build a content-led GTM motion, reverse engineer distribution, or repurpose content across platforms. Also use when the user mentions 'content marketing,' 'content-led growth,' 'content to pipeline,' 'distribution,' 'content repurposing,' 'content strategy,' 'thought leadership,' 'newsletter,' 'content flywheel,' 'organic growth.' This skill covers content-to-revenue… 激活提示：当用户任务与“content-to-pipeline”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(gtm)/content-to-pipeline/SKILL.md` - **expansion-retention**（skill）：When the user wants to reduce churn, build expansion revenue, automate customer success, or optimize net revenue retention. Also use when the user mentions 'churn,' 'retention,' 'expansion revenue,' 'upsell,' 'NRR,' 'net revenue retention,' 'customer success,' 'land and expand,' 'closed-lost,' or 'renewal.' This skill covers expansion and retention systems from usage triggers through automated customer success. Do N… 激活提示：当用户任务与“expansion-retention”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(gtm)/expansion-retention/SKILL.md` - **gtm-engineering**（skill）：When the user wants to build GTM automation with code, design workflow architectures, use AI agents for GTM tasks, or implement the 'architecture over tools' principle. Also use when the user mentions 'GTM engineering,' 'GTM automation,' 'n8n,' 'Make,' 'Zapier,' 'workflow automation,' 'Clay API,' 'instruction stacks,' 'AI agents for GTM,' or 'revenue automation.' This skill covers technical GTM infrastructure from w… 激活提示：当用户任务与“gtm-engineering”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(gtm)/gtm-engineering/SKILL.md` - **gtm-metrics**（skill）：When the user wants to define GTM metrics, build a metrics dashboard, measure pipeline efficiency, or track AI product performance. Also use when the user mentions 'GTM metrics,' 'revenue latency,' 'pipeline metrics,' 'TTFV,' 'time-to-first-value,' 'data health,' 'attribution,' 'conversion rate,' 'CAC,' 'LTV,' 'NRR,' 'GTM dashboard,' 'magic number,' 'pipeline velocity,' or 'funnel metrics.' This skill covers GTM mea… 激活提示：当用户任务与“gtm-metrics”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(gtm)/gtm-metrics/SKILL.md` - **lead-enrichment**（skill）：When the user wants to build data enrichment workflows, score leads against ICP, set up Clay waterfalls, or improve contact data quality. Also use when the user mentions 'enrichment,' 'data enrichment,' 'Clay,' 'waterfall enrichment,' 'ICP scoring,' 'lead scoring,' 'intent data,' 'contact verification,' 'Apollo,' 'ZoomInfo,' or 'data quality.' This skill covers lead enrichment waterfalls, ICP scoring frameworks, and… 激活提示：当用户任务与“lead-enrichment”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(gtm)/lead-enrichment/SKILL.md` - **multi-platform-launch**（skill）：When the user wants to launch a product across multiple platforms, plan a Product Hunt launch, build a waitlist, or execute a multi-channel launch strategy. Also use when the user mentions 'product launch,' 'Product Hunt,' 'launch strategy,' 'waitlist,' 'beta launch,' 'BetaList,' 'Hacker News,' 'launch day,' 'AppSumo,' 'multi-channel launch.' This skill covers multi-platform launch execution from pre-launch through… 激活提示：当用户任务与“multi-platform-launch”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(gtm)/multi-platform-launch/SKILL.md` - **paid-creative-ai**（skill）：When the user wants to create AI-generated ad creative, test performance creative, manage creative fatigue, or optimize paid media with AI tools. Also use when the user mentions 'ad creative,' 'performance creative,' 'creative testing,' 'creative fatigue,' 'Meta ads,' 'Google ads,' 'TikTok ads,' 'AI ads,' 'ad budget,' 'ROAS,' 'Advantage+,' or 'Performance Max.' This skill covers AI-powered paid creative from generat… 激活提示：当用户任务与“paid-creative-ai”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(gtm)/paid-creative-ai/SKILL.md` - **partner-affiliate**（skill）：When the user wants to build a partner program, launch an affiliate program, design integration partnerships, or create distribution partnerships. Also use when the user mentions 'partnerships,' 'affiliate program,' 'referral program,' 'partner ecosystem,' 'integration partner,' 'reseller,' 'co-marketing,' 'PartnerStack,' or 'revenue share.' This skill covers partner and affiliate program design from recruitment thr… 激活提示：当用户任务与“partner-affiliate”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(gtm)/partner-affiliate/SKILL.md` - **positioning-icp**（skill）：When the user wants to define their ideal customer profile, position an AI product, build messaging architecture, or validate product-market fit. Also use when the user mentions 'ICP,' 'ideal customer profile,' 'positioning,' 'PMF,' 'product-market fit,' 'messaging,' 'buyer persona,' 'enrichment signals,' 'market positioning,' or 'competitive positioning.' This skill covers market positioning, ICP definition, messag… 激活提示：当用户任务与“positioning-icp”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(gtm)/positioning-icp/SKILL.md` - **sales-motion-design**（skill）：When the user wants to choose between PLG and sales-led, design a sales motion, optimize time-to-first-value, or build a value-before-purchase experience. Also use when the user mentions 'PLG,' 'product-led growth,' 'sales-led,' 'sales motion,' 'free trial,' 'freemium,' 'self-serve,' 'demo-first,' 'time-to-first-value,' 'TTFV,' or 'agent-led sales.' This skill covers sales motion selection, value delivery design, an… 激活提示：当用户任务与“sales-motion-design”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(gtm)/sales-motion-design/SKILL.md` - **social-selling**（skill）：When the user wants to sell through social media, optimize LinkedIn for sales, build DM sequences, or convert content engagement into pipeline. Also use when the user mentions 'social selling,' 'LinkedIn selling,' 'LinkedIn DMs,' 'social prospecting,' 'LinkedIn Sales Navigator,' 'DM sequences,' 'LinkedIn outreach,' 'social pipeline,' or 'LinkedIn optimization.' This skill covers social selling strategy from profile… 激活提示：当用户任务与“social-selling”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(gtm)/social-selling/SKILL.md` - **solo-founder-gtm**（skill）：When the user is a solo founder building their GTM motion, wants to scale without hiring, or needs to design an AI agent team for go-to-market. Also use when the user mentions 'solo founder,' 'one-person startup,' 'solopreneur,' 'bootstrapped,' 'no team,' 'AI agents as team,' 'scaling without hiring,' 'founder-led sales,' 'lean GTM,' 'one-person company,' or 'no employees.' This skill covers the complete solo founde… 激活提示：当用户任务与“solo-founder-gtm”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(gtm)/solo-founder-gtm/SKILL.md` - **video-outreach**（skill）：When the user wants to build video-first cold outreach, create personalized video at scale, implement async selling, or use AI demo generation for prospecting. Also use when the user mentions 'video outreach,' 'personalized video,' 'video prospecting,' 'Tavus,' 'Sendspark,' 'HeyGen,' 'video email,' 'async selling,' 'video demo,' or 'made this for you.' This skill covers video-first outreach systems from personalizat… 激活提示：当用户任务与“video-outreach”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(gtm)/video-outreach/SKILL.md` - **learning-opportunities**（skill）：Facilitates deliberate skill development during AI-assisted coding. Offers interactive learning exercises after architectural work new files, schema changes, refactors . Use when completing features, making design decisions, or when user asks to understand code better. Triggers on "learning exercise", "help me understand", "teach me", "why does this work", or after creating new files/modules. Do NOT use for urgent d… 激活提示：当用户任务与“learning-opportunities”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(learning)/learning-opportunities/SKILL.md` - **sentry**（skill）：Inspect Sentry issues, summarize production errors, and pull health data via the Sentry API read-only . Use when user says "check Sentry", "what errors in production?", "summarize Sentry issues", "recent crashes", or "production error report". Requires SENTRY AUTH TOKEN. Do NOT use for setting up Sentry SDK, configuring alerts, or non-Sentry error monitoring. 激活提示：当用户任务与“sentry”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(monitoring)/sentry/SKILL.md` - **core-web-vitals**（skill）：Optimize Core Web Vitals LCP, INP, CLS for better page experience and search ranking. Use when asked to "improve Core Web Vitals", "fix LCP", "reduce CLS", "optimize INP", "page experience optimization", or "fix layout shifts". Focuses specifically on the three Core Web Vitals metrics. Do NOT use for general web performance use perf-web-optimization , Lighthouse audits use perf-lighthouse , or Astro-specific optimiz… 激活提示：当用户任务与“core-web-vitals”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(performance)/core-web-vitals/SKILL.md` - **perf-astro**（skill）：Astro-specific performance optimizations for 95+ Lighthouse scores. Covers critical CSS inlining, compression, font loading, and LCP optimization. Use when optimizing Astro site performance, improving Astro Lighthouse scores, or configuring astro-critters. Do NOT use for non-Astro sites use perf-web-optimization or core-web-vitals or running Lighthouse audits use perf-lighthouse . 激活提示：当用户任务与“perf-astro”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(performance)/perf-astro/SKILL.md` - **perf-lighthouse**（skill）：Run Lighthouse audits locally via CLI or Node API, parse and interpret reports, and set performance budgets. Use when measuring site performance, understanding Lighthouse scores, setting up budgets, or integrating audits into CI. Triggers on: lighthouse, run lighthouse, lighthouse score, performance audit, performance budget. Do NOT use for fixing specific performance issues use perf-web-optimization or core-web-vit… 激活提示：当用户任务与“perf-lighthouse”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(performance)/perf-lighthouse/SKILL.md` - **perf-web-optimization**（skill）：Optimize web performance: bundle size, images, caching, lazy loading, and overall page speed. Use when site is slow, reducing bundle size, fixing layout shifts, improving Time to Interactive, or optimizing for Lighthouse scores. Triggers on: web performance, bundle size, page speed, slow site, lazy loading. Do NOT use for Core Web Vitals-specific fixes use core-web-vitals , running Lighthouse audits use perf-lightho… 激活提示：当用户任务与“perf-web-optimization”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(performance)/perf-web-optimization/SKILL.md` - **react-best-practices**（skill）：React and Next.js performance optimization guidelines from Vercel Engineering. Use when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Triggers on tasks involving React components, Next.js pages, data fetching, bundle optimization, or performance improvements. Do NOT use for component API architecture or composition patterns use react-composition-patterns instead . 激活提示：当用户任务与“react-best-practices”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(quality)/react-best-practices/SKILL.md` - **seo**（skill）：Optimize for search engine visibility and ranking. Use when asked to "improve SEO", "optimize for search", "fix meta tags", "add structured data", "sitemap optimization", or "search engine optimization". Do NOT use for accessibility use web-accessibility , performance use core-web-vitals , or comprehensive site audits covering multiple areas use web-quality-audit . 激活提示：当用户任务与“seo”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(quality)/seo/SKILL.md` - **accessibility**（skill）：Audit and improve web accessibility following WCAG 2.1 guidelines. Use when asked to "improve accessibility", "a11y audit", "WCAG compliance", "screen reader support", "keyboard navigation", or "make accessible". Do NOT use for SEO use seo , performance use core-web-vitals , or comprehensive site audits covering multiple areas use web-quality-audit . 激活提示：当用户任务与“accessibility”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(quality)/web-accessibility/SKILL.md` - **best-practices**（skill）：Apply modern web development best practices for security, compatibility, and code quality. Use when asked to "apply best practices", "security audit", "modernize code", "code quality review", or "check for vulnerabilities". Do NOT use for accessibility use web-accessibility , SEO use seo , performance use core-web-vitals , or comprehensive multi-area audits use web-quality-audit . 激活提示：当用户任务与“best-practices”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(quality)/web-best-practices/SKILL.md` - **web-quality-audit**（skill）：Comprehensive web quality audit covering performance, accessibility, SEO, and best practices in a single review. Use when asked to "audit my site", "review web quality", "run lighthouse audit", "check page quality", or "optimize my website" across multiple areas at once. Orchestrates specialized skills for depth. Do NOT use for single-area audits — prefer core-web-vitals, web-accessibility, seo, or web-best-practice… 激活提示：当用户任务与“web-quality-audit”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(quality)/web-quality-audit/SKILL.md` - **security-best-practices**（skill）：Perform language and framework specific security best-practice reviews and suggest improvements. Use when the user explicitly requests security best practices guidance, a security review or report, or secure-by-default coding help. Supports Python, JavaScript/TypeScript, and Go. Do NOT use for general code review, debugging, threat modeling use security-threat-model , or non-security tasks. 激活提示：当用户任务与“security-best-practices”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(security)/security-best-practices/SKILL.md` - **security-ownership-map**（skill）：Analyze git repositories to build a security ownership topology people-to-file , compute bus factor and sensitive-code ownership, and export CSV/JSON for graph databases and visualization. Use when the user explicitly wants a security-oriented ownership or bus-factor analysis grounded in git history for example: orphaned sensitive code, security maintainers, CODEOWNERS reality checks for risk, sensitive hotspots, or… 激活提示：当用户任务与“security-ownership-map”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(security)/security-ownership-map/SKILL.md` - **security-threat-model**（skill）：Repository-grounded threat modeling that enumerates trust boundaries, assets, attacker capabilities, abuse paths, and mitigations, and writes a concise Markdown threat model. Use when the user asks to threat model a codebase or path, enumerate threats or abuse paths, or perform AppSec threat modeling. Do NOT use for general architecture summaries, code review, security best practices use security-best-practices , or… 激活提示：当用户任务与“security-threat-model”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(security)/security-threat-model/SKILL.md` - **chrome-devtools**（skill）：Browser debugging, performance profiling, and automation via Chrome DevTools MCP. Use when user says "debug this page", "take a screenshot", "check network requests", "profile performance", "inspect console errors", or "analyze page load". Do NOT use for full E2E test suites use playwright-skill or non-browser debugging. 激活提示：当用户任务与“chrome-devtools”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(tooling)/chrome-devtools/SKILL.md` - **excalidraw-studio**（skill）：Generate Excalidraw diagrams from natural language descriptions. Outputs .excalidraw JSON files openable in Excalidraw. Use when asked to "create a diagram", "make a flowchart", "visualize a process", "draw a system architecture", "create a mind map", "generate an Excalidraw file", "draw an ER diagram", "create a sequence diagram", or "make a class diagram". Supports flowcharts, relationship diagrams, mind maps, arc… 激活提示：当用户任务与“excalidraw-studio”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(tooling)/excalidraw-studio/SKILL.md` - **gh-fix-ci**（skill）：Use when a user asks to debug or fix failing GitHub PR checks that run in GitHub Actions. Uses gh to inspect checks and logs, summarize failure context, draft a fix plan, and implement only after explicit approval. Treats external providers for example Buildkite as out of scope and reports only the details URL. Do NOT use for addressing PR review comments use gh-address-comments or general CI outside GitHub Actions. 激活提示：当用户任务与“gh-fix-ci”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(tooling)/gh-fix-ci/SKILL.md` - **mermaid-studio**（skill）：Expert Mermaid diagram creation, validation, and rendering with dual-engine output SVG/PNG/ASCII . Supports all 20+ diagram types including C4 architecture, AWS architecture-beta with service icons, flowcharts, sequence, ERD, state, class, mindmap, timeline, git graph, sankey, and more. Features code-to-diagram analysis, batch rendering, 15+ themes, and syntax validation. Use when users ask to create diagrams, visua… 激活提示：当用户任务与“mermaid-studio”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(tooling)/mermaid-studio/SKILL.md` - **nx-ci-monitor**（skill）：Monitor Nx Cloud CI pipeline status and handle self-healing fixes automatically. Use when user says "watch CI", "monitor pipeline", "check CI status", "fix CI failures", or "self-heal CI". Requires Nx Cloud connection. Do NOT use for local task execution use nx-run-tasks or general CI debugging outside Nx Cloud. 激活提示：当用户任务与“nx-ci-monitor”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(tooling)/nx-ci-monitor/SKILL.md` - **nx-generate**（skill）：Generate code using Nx generators — scaffold projects, libraries, features, or run workspace-specific generators with proper discovery, validation, and verification. Use when user says "create a new library", "scaffold a component", "generate code with Nx", "run a generator", "nx generate", or any code scaffolding task in a monorepo. Prefers local workspace-plugin generators over external plugins. Do NOT use for run… 激活提示：当用户任务与“nx-generate”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(tooling)/nx-generate/SKILL.md` - **nx-run-tasks**（skill）：Execute build, test, lint, serve, and other tasks in an Nx workspace using single runs, run-many, and affected commands. Use when user says "run tests", "build my app", "lint affected", "serve the project", "run all tasks", or "nx affected". Do NOT use for code generation use nx-generate or workspace configuration use nx-workspace . 激活提示：当用户任务与“nx-run-tasks”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(tooling)/nx-run-tasks/SKILL.md` - **nx-workspace**（skill）：Configure, explore, and optimize Nx monorepo workspaces. Use when setting up Nx, exploring workspace structure, configuring project boundaries, analyzing affected projects, optimizing build caching, or implementing CI/CD with affected commands. Keywords — nx, monorepo, workspace, projects, targets, affected. Do NOT use for running tasks use nx-run-tasks or code generation with generators use nx-generate . 激活提示：当用户任务与“nx-workspace”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(tooling)/nx-workspace/SKILL.md` - **playwright-skill**（skill）：Complete browser automation with Playwright. Auto-detects dev servers, writes clean test scripts to /tmp. Test pages, fill forms, take screenshots, check responsive design, validate UX, test login flows, check links, automate any browser task. Use when user wants to test websites, automate browser interactions, validate web functionality, or perform any browser-based testing. Do NOT use for quick page debugging or n… 激活提示：当用户任务与“playwright-skill”描述的流程高度相关时，先用它做安装前体验，再决定是否安装。 证据：`packages/skills-catalog/skills/(web-automation)/playwright-skill/SKILL.md` ## 证据索引 - 共索引 160 条证据。 - **AGENTS.md**（documentation）：Guidance for AI Coding Agents when working with code in this repository. 证据：`AGENTS.md` - **📖 Table of Contents**（documentation）：The secure, validated skill registry for professional AI coding agents 证据：`README.md` - **core**（documentation）：This library was generated with Nx https://nx.dev . 证据：`libs/core/README.md` - **Agent Skills Marketplace**（documentation）：A Next.js static site that serves as a marketplace for browsing and discovering agent skills. 证据：`packages/marketplace/README.md` - **🔌 agent-skills-mcp**（documentation）：MCP server that exposes the same agent-skills https://github.com/tech-leads-club/agent-skills catalog to any MCP-compatible AI client. Use it when you want the agent to consult skills on demand during a session — search by intent, then fetch only what's needed. 证据：`packages/mcp/README.md` - **Common Domain Component Detection Skill**（documentation）：Common Domain Component Detection Skill 证据：`packages/skills-catalog/skills/(architecture)/component-common-domain-detection/README.md` - **Component Flattening Analysis Skill**（documentation）：Component Flattening Analysis Skill 证据：`packages/skills-catalog/skills/(architecture)/component-flattening-analysis/README.md` - **Component Identification and Sizing Skill**（documentation）：Component Identification and Sizing Skill 证据：`packages/skills-catalog/skills/(architecture)/component-identification-sizing/README.md` - **Decomposition Planning and Roadmap Skill**（documentation）：Decomposition Planning and Roadmap Skill 证据：`packages/skills-catalog/skills/(architecture)/decomposition-planning-roadmap/README.md` - **Subdomain Identification Skill**（documentation）：A Agent Skill for identifying subdomains and suggesting bounded contexts in any codebase following Domain-Driven Design DDD Strategic Design principles. 证据：`packages/skills-catalog/skills/(architecture)/domain-analysis/README.md` - **Domain Identification and Grouping Skill**（documentation）：Domain Identification and Grouping Skill 证据：`packages/skills-catalog/skills/(architecture)/domain-identification-grouping/README.md` - **React Composition Patterns**（documentation）：Version 1.0.0 Engineering January 2026 证据：`packages/skills-catalog/skills/(architecture)/react-composition-patterns/AGENTS.md` - **React Composition Patterns**（documentation）：A structured repository for React composition patterns that scale. These patterns help avoid boolean prop proliferation by using compound components, lifting state, and composing internals. 证据：`packages/skills-catalog/skills/(architecture)/react-composition-patterns/README.md` - **Cloudflare Agents SDK**（documentation）：Cloudflare Agents SDK enables building AI-powered agents on Durable Objects with state, WebSockets, SQL, scheduling, and AI integration. 证据：`packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/agents-sdk/README.md` - **Cloudflare AI Gateway**（documentation）：Expert guidance for implementing Cloudflare AI Gateway - a universal gateway for AI model providers with analytics, caching, rate limiting, and routing capabilities. 证据：`packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/ai-gateway/README.md` - **Cloudflare AI Search Reference**（documentation）：Expert guidance for implementing Cloudflare AI Search formerly AutoRAG , Cloudflare's managed semantic search and RAG service. 证据：`packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/ai-search/README.md` - **Cloudflare Workers Analytics Engine Reference**（documentation）：Cloudflare Workers Analytics Engine Reference 证据：`packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/analytics-engine/README.md` - **Cloudflare API Shield Reference**（documentation）：Expert guidance for API Shield - comprehensive API security suite for discovery, protection, and monitoring. 证据：`packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/api-shield/README.md` - **Cloudflare API Integration**（documentation）：Guide for working with Cloudflare's REST API - authentication, SDK usage, common patterns, and troubleshooting. 证据：`packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/api/README.md` - **Cloudflare Argo Smart Routing Skill Reference**（documentation）：Cloudflare Argo Smart Routing Skill Reference 证据：`packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/argo-smart-routing/README.md` - **Cloudflare Bindings Skill Reference**（documentation）：Cloudflare Bindings Skill Reference 证据：`packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/bindings/README.md` - **Cloudflare Bot Management**（documentation）：Enterprise-grade bot detection, protection, and mitigation using ML/heuristics, bot scores, JavaScript detections, and verified bot handling. 证据：`packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/bot-management/README.md` - **Cloudflare Browser Rendering Skill Reference**（documentation）：Cloudflare Browser Rendering Skill Reference 证据：`packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/browser-rendering/README.md` - **C3 create-cloudflare**（documentation）：Official CLI for scaffolding Cloudflare Workers and Pages projects with templates, TypeScript, and instant deployment. 证据：`packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/c3/README.md` - **Cloudflare Cache Reserve**（documentation）：Persistent cache storage built on R2 for long-term content retention 证据：`packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/cache-reserve/README.md` - **Cloudflare Containers Skill Reference**（documentation）：Cloudflare Containers Skill Reference 证据：`packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/containers/README.md` - **Cloudflare Cron Triggers**（documentation）：Schedule Workers execution using cron expressions. Runs on Cloudflare's global network during underutilized periods. 证据：`packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/cron-triggers/README.md` - **Cloudflare D1 Database**（documentation）：Expert guidance for Cloudflare D1, a serverless SQLite database designed for horizontal scale-out across multiple databases. 证据：`packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/d1/README.md` - **Cloudflare DDoS Protection**（documentation）：Autonomous, always-on protection against DDoS attacks across L3/4 and L7. 证据：`packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/ddos/README.md` - **Cloudflare Durable Objects Storage**（documentation）：Persistent storage API for Durable Objects with SQLite and KV backends, PITR, and automatic concurrency control. 证据：`packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/do-storage/README.md` - **Cloudflare Durable Objects**（documentation）：Expert guidance for building stateful applications with Cloudflare Durable Objects. 证据：`packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/durable-objects/README.md` - **Cloudflare Email Routing Skill Reference**（documentation）：Cloudflare Email Routing Skill Reference 证据：`packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/email-routing/README.md` - **Cloudflare Email Workers**（documentation）：Process incoming emails programmatically using Cloudflare Workers runtime. 证据：`packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/email-workers/README.md` - **Hyperdrive**（documentation）：Accelerates database queries from Workers via connection pooling, edge setup, query caching. 证据：`packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/hyperdrive/README.md` - **Cloudflare Images Skill Reference**（documentation）：Cloudflare Images is an end-to-end image management solution providing storage, transformation, optimization, and delivery at scale via Cloudflare's global network. 证据：`packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/images/README.md` - **Cloudflare Workers KV**（documentation）：Globally-distributed, eventually-consistent key-value store optimized for high read volume and low latency. 证据：`packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/kv/README.md` - **Miniflare**（documentation）：Local simulator for Cloudflare Workers development/testing. Runs Workers in workerd sandbox implementing runtime APIs - no internet required. 证据：`packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/miniflare/README.md` - **Cloudflare Network Interconnect CNI**（documentation）：Cloudflare Network Interconnect CNI 证据：`packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/network-interconnect/README.md` - **Cloudflare Observability Skill Reference**（documentation）：Cloudflare Observability Skill Reference 证据：`packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/observability/README.md` - **Cloudflare Pages Functions**（documentation）：Serverless functions on Cloudflare Pages using Workers runtime. Full-stack dev with file-based routing. 证据：`packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/pages-functions/README.md` - **Cloudflare Pages**（documentation）：JAMstack platform for full-stack apps on Cloudflare's global network. 证据：`packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/pages/README.md` - **Cloudflare Pipelines**（documentation）：ETL streaming platform for ingesting, transforming, and loading data into R2 with SQL transformations. 证据：`packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/pipelines/README.md` - **Cloudflare Pulumi Provider**（documentation）：Expert guidance for Cloudflare Pulumi Provider @pulumi/cloudflare . 证据：`packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/pulumi/README.md` - **Cloudflare Queues**（documentation）：Flexible message queuing for async task processing with guaranteed at-least-once delivery and configurable batching. 证据：`packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/queues/README.md` - **Cloudflare R2 Data Catalog Skill Reference**（documentation）：Cloudflare R2 Data Catalog Skill Reference 证据：`packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/r2-data-catalog/README.md` - **Cloudflare R2 SQL Skill Reference**（documentation）：Expert guidance for Cloudflare R2 SQL - serverless distributed query engine for Apache Iceberg tables. 证据：`packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/r2-sql/README.md` - **Cloudflare R2 Object Storage**（documentation）：S3-compatible object storage with zero egress fees, optimized for large file storage and delivery. 证据：`packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/r2/README.md` - **Cloudflare Realtime SFU Reference**（documentation）：Expert guidance for building real-time audio/video/data applications using Cloudflare Realtime SFU Selective Forwarding Unit . 证据：`packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/realtime-sfu/README.md` - **Cloudflare RealtimeKit**（documentation）：Expert guidance for building real-time video and audio applications using Cloudflare RealtimeKit - a comprehensive SDK suite for adding customizable live video and voice to web or mobile applications. 证据：`packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/realtimekit/README.md` - **Cloudflare Sandbox SDK**（documentation）：Secure isolated code execution in containers on Cloudflare's edge. Run untrusted code, manage files, expose services, integrate with AI agents. 证据：`packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/sandbox/README.md` - **Cloudflare Secrets Store**（documentation）：Account-level encrypted secret management for Workers and AI Gateway. 证据：`packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/secrets-store/README.md` - **Cloudflare Workers Smart Placement**（documentation）：Automatic workload placement optimization to minimize latency by running Workers closer to backend infrastructure rather than end users. 证据：`packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/smart-placement/README.md` - **Cloudflare Snippets Skill Reference**（documentation）：Cloudflare Snippets Skill Reference 证据：`packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/snippets/README.md` - **Cloudflare Spectrum Skill Reference**（documentation）：Cloudflare Spectrum Skill Reference 证据：`packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/spectrum/README.md` - **Cloudflare Static Assets Skill Reference**（documentation）：Cloudflare Static Assets Skill Reference 证据：`packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/static-assets/README.md` - **Cloudflare Stream**（documentation）：Serverless live and on-demand video streaming platform with one API. 证据：`packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/stream/README.md` - **Cloudflare Tail Workers**（documentation）：Specialized Workers that consume execution events from producer Workers for logging, debugging, analytics, and observability. 证据：`packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/tail-workers/README.md` - **Cloudflare Terraform Provider**（documentation）：Expert guidance for Cloudflare Terraform Provider - infrastructure as code for Cloudflare resources. 证据：`packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/terraform/README.md` - **Cloudflare Tunnel**（documentation）：Secure outbound-only connections between infrastructure and Cloudflare's global network. 证据：`packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/tunnel/README.md` - **Cloudflare TURN Service**（documentation）：Expert guidance for implementing Cloudflare TURN Service in WebRTC applications. 证据：`packages/skills-catalog/skills/(cloud)/cloudflare-deploy/references/turn/README.md` - 其余 100 条证据见 `AI_CONTEXT_PACK.json` 或 `EVIDENCE_INDEX.json`。 ## 宿主 AI 必须遵守的规则 - **把本资产当作开工前上下文，而不是运行环境。**：AI Context Pack 只包含证据化项目理解，不包含目标项目的可执行状态。 证据：`AGENTS.md`, `README.md`, `libs/core/README.md` - **回答用户时区分可预览内容与必须安装后才能验证的内容。**：安装前体验的消费者价值来自降低误装和误判，而不是伪装成真实运行。 证据：`AGENTS.md`, `README.md`, `libs/core/README.md` ## 用户开工前应该回答的问题 - 你准备在哪个宿主 AI 或本地环境中使用它？ - 你只是想先体验工作流，还是准备真实安装？ - 你最在意的是安装成本、输出质量、还是和现有规则的冲突？ ## 验收标准 - 所有能力声明都能回指到 evidence_refs 中的文件路径。 - AI_CONTEXT_PACK.md 没有把预览包装成真实运行。 - 用户能在 3 分钟内看懂适合谁、能做什么、如何开始和风险边界。 --- ## Doramagic Context Augmentation 下面内容用于强化 Repomix/AI Context Pack 主体。Human Manual 只提供阅读骨架；踩坑日志会被转成宿主 AI 必须遵守的工作约束。 ## Human Manual 骨架 使用规则：这里只是项目阅读路线和显著性信号，不是事实权威。具体事实仍必须回到 repo evidence / Claim Graph。 宿主 AI 硬性规则： - 不得把页标题、章节顺序、摘要或 importance 当作项目事实证据。 - 解释 Human Manual 骨架时，必须明确说它只是阅读路线/显著性信号。 - 能力、安装、兼容性、运行状态和风险判断必须引用 repo evidence、source path 或 Claim Graph。 - **仓库概览**：importance `high` - source_paths: README.md, package.json, libs/core/README.md, libs/core/package.json, packages/cli/package.json - **入口与运行边界**：importance `high` - source_paths: README.md, package.json, libs/core/README.md, libs/core/package.json, packages/cli/package.json - **架构证据地图**：importance `high` - source_paths: README.md, package.json, libs/core/README.md, libs/core/package.json, packages/cli/package.json - **运维与验证边界**：importance `high` - source_paths: README.md, package.json, libs/core/README.md, libs/core/package.json, packages/cli/package.json ## Repo Inspection Evidence / 源码检查证据 - repo_clone_verified: true - repo_inspection_verified: true - repo_commit: `81e7e0dd3abe314aa004ec276c1d64643d2bd6c0` - inspected_files: `package.json`, `README.md`, `packages/cli/tsconfig.spec.json`, `packages/cli/package.json`, `packages/cli/project.json`, `packages/cli/jest.config.ts`, `packages/cli/tsconfig.json`, `packages/cli/CHANGELOG.md`, `packages/mcp/tsconfig.spec.json`, `packages/mcp/tsconfig.app.json`, `packages/mcp/package.json`, `packages/mcp/project.json`, `packages/mcp/README.md`, `packages/mcp/jest.config.ts`, `packages/mcp/tsconfig.json`, `packages/mcp/mcp.json`, `packages/mcp/CHANGELOG.md`, `packages/marketplace/index.d.ts`, `packages/marketplace/package.json`, `packages/marketplace/project.json` 宿主 AI 硬性规则： - 没有 repo_clone_verified=true 时，不得声称已经读过源码。 - 没有 repo_inspection_verified=true 时，不得把 README/docs/package 文件判断写成事实。 - 没有 quick_start_verified=true 时，不得声称 Quick Start 已跑通。 ## Doramagic Pitfall Constraints / 踩坑约束 这些规则来自 Doramagic 发现、验证或编译过程中的项目专属坑点。宿主 AI 必须把它们当作工作约束，而不是普通说明文字。 ### Constraint 1: 失败模式：installation: NLPM audit findings: 1 bug + 3 security improvements (score 93/100) - Trigger: Developers should check this installation risk before relying on the project: NLPM audit findings: 1 bug + 3 security improvements (score 93/100) - Host AI rule: Before packaging this project, run the relevant install/config/quickstart check for: NLPM audit findings: 1 bug + 3 security improvements (score 93/100). Context: Observed when using playwright - Why it matters: Developers may fail before the first successful local run: NLPM audit findings: 1 bug + 3 security improvements (score 93/100) - Evidence: failure_mode_cluster:github_issue | fmev_857542464c1234be71e1ef45c98be86b | https://github.com/tech-leads-club/agent-skills/issues/94 | NLPM audit findings: 1 bug + 3 security improvements (score 93/100) - Hard boundary: 不要把这个坑点包装成已解决、已验证或可忽略，除非后续验证证据明确证明它已经关闭。 ### Constraint 2: 失败模式：installation: docs(tlc-spec-driven): "Skill Integrations" table lacks links, steering agents to install thi... - Trigger: Developers should check this installation risk before relying on the project: docs(tlc-spec-driven): "Skill Integrations" table lacks links, steering agents to install third-party forks - Host AI rule: Before packaging this project, run the relevant install/config/quickstart check for: docs(tlc-spec-driven): "Skill Integrations" table lacks links, steering agents to install third-party forks. Context: Observed during installation or first-run setup. - Why it matters: Developers may fail before the first successful local run: docs(tlc-spec-driven): "Skill Integrations" table lacks links, steering agents to install third-party forks - Evidence: failure_mode_cluster:github_issue | fmev_c65dfb1700340aa66e99dd35a02955ea | https://github.com/tech-leads-club/agent-skills/issues/120 | docs(tlc-spec-driven): "Skill Integrations" table lacks links, steering agents to install third-party forks - Hard boundary: 不要把这个坑点包装成已解决、已验证或可忽略，除非后续验证证据明确证明它已经关闭。 ### Constraint 3: 可能修改宿主 AI 配置 - Trigger: 项目面向 Claude/Cursor/Codex/Gemini/OpenCode 等宿主，或安装命令涉及用户配置目录。 - Host AI rule: 列出会写入的配置文件、目录和卸载/回滚步骤。 - Why it matters: 安装可能改变本机 AI 工具行为，用户需要知道写入位置和回滚方法。 - Evidence: capability.host_targets | github_repo:1137515077 | https://github.com/tech-leads-club/agent-skills | host_targets=claude, claude_code, cursor - Hard boundary: 不要把这个坑点包装成已解决、已验证或可忽略，除非后续验证证据明确证明它已经关闭。 ### Constraint 4: 失败模式：configuration: skills-catalog-v0.13.0 - Trigger: Developers should check this configuration risk before relying on the project: skills-catalog-v0.13.0 - Host AI rule: Before packaging this project, run the relevant install/config/quickstart check for: skills-catalog-v0.13.0. Context: Observed when using python - Why it matters: Upgrade or migration may change expected behavior: skills-catalog-v0.13.0 - Evidence: failure_mode_cluster:github_release | fmev_a998e775343dcba0df328872809cccc7 | https://github.com/tech-leads-club/agent-skills/releases/tag/skills-catalog-v0.13.0 | skills-catalog-v0.13.0 - Hard boundary: 不要把这个坑点包装成已解决、已验证或可忽略，除非后续验证证据明确证明它已经关闭。 ### Constraint 5: 失败模式：configuration: 🔐 Community Tool: OpenClaw Skill Security Scanner — Complementary security scanning for agent... - Trigger: Developers should check this configuration risk before relying on the project: 🔐 Community Tool: OpenClaw Skill Security Scanner — Complementary security scanning for agent skills - Host AI rule: Before packaging this project, run the relevant install/config/quickstart check for: 🔐 Community Tool: OpenClaw Skill Security Scanner — Complementary security scanning for agent skills. Context: Source discussion did not expose a precise runtime context. - Why it matters: Developers may misconfigure credentials, environment, or host setup: 🔐 Community Tool: OpenClaw Skill Security Scanner — Complementary security scanning for agent skills - Evidence: failure_mode_cluster:github_issue | fmev_0fffb0b65e372ad96db72a5fb7f3a750 | https://github.com/tech-leads-club/agent-skills/issues/116 | 🔐 Community Tool: OpenClaw Skill Security Scanner — Complementary security scanning for agent skills - Hard boundary: 不要把这个坑点包装成已解决、已验证或可忽略，除非后续验证证据明确证明它已经关闭。 ### Constraint 6: 能力判断依赖假设 - Trigger: README/documentation is current enough for a first validation pass. - Host AI rule: 将假设转成下游验证清单。 - Why it matters: 假设不成立时，用户拿不到承诺的能力。 - Evidence: capability.assumptions | github_repo:1137515077 | https://github.com/tech-leads-club/agent-skills | README/documentation is current enough for a first validation pass. - Hard boundary: 不要把这个坑点包装成已解决、已验证或可忽略，除非后续验证证据明确证明它已经关闭。 ### Constraint 7: 维护活跃度未知 - Trigger: 未记录 last_activity_observed。 - Host AI rule: 补 GitHub 最近 commit、release、issue/PR 响应信号。 - Why it matters: 新项目、停更项目和活跃项目会被混在一起，推荐信任度下降。 - Evidence: evidence.maintainer_signals | github_repo:1137515077 | https://github.com/tech-leads-club/agent-skills | last_activity_observed missing - Hard boundary: 不要把这个坑点包装成已解决、已验证或可忽略，除非后续验证证据明确证明它已经关闭。 ### Constraint 8: 下游验证发现风险项 - Trigger: no_demo - Host AI rule: 进入安全/权限治理复核队列。 - Why it matters: 下游已经要求复核，不能在页面中弱化。 - Evidence: downstream_validation.risk_items | github_repo:1137515077 | https://github.com/tech-leads-club/agent-skills | no_demo; severity=medium - Hard boundary: 不要把这个坑点包装成已解决、已验证或可忽略，除非后续验证证据明确证明它已经关闭。 ### Constraint 9: 存在评分风险 - Trigger: no_demo - Host AI rule: 把风险写入边界卡，并确认是否需要人工复核。 - Why it matters: 风险会影响是否适合普通用户安装。 - Evidence: risks.scoring_risks | github_repo:1137515077 | https://github.com/tech-leads-club/agent-skills | no_demo; severity=medium - Hard boundary: 不要把这个坑点包装成已解决、已验证或可忽略，除非后续验证证据明确证明它已经关闭。 ### Constraint 10: 来源证据：NLPM audit findings: 1 bug + 3 security improvements (score 93/100) - Trigger: GitHub 社区证据显示该项目存在一个安全/权限相关的待验证问题：NLPM audit findings: 1 bug + 3 security improvements (score 93/100) - Host AI rule: 来源显示可能已有修复、规避或版本变化，说明书中必须标注适用版本。 - Why it matters: 可能影响升级、迁移或版本选择。 - Evidence: community_evidence:github | cevd_345699a80eac41029de7ca06f4a42032 | https://github.com/tech-leads-club/agent-skills/issues/94 | 来源类型 github_issue 暴露的待验证使用条件。 - Hard boundary: 不要把这个坑点包装成已解决、已验证或可忽略，除非后续验证证据明确证明它已经关闭。