[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"extension-skill-BrainBlend-AI-create-atomic-agent-zh-CN":3,"guides-for-BrainBlend-AI-create-atomic-agent":510,"similar-k17dakr03hgrarxp9jrba2xwrh86m6xd-zh-CN":511},{"_creationTime":4,"_id":5,"children":6,"community":7,"display":9,"evaluation":15,"identity":240,"isFallback":235,"parentExtension":246,"providers":305,"relations":309,"repo":311,"tags":507,"workflow":508},1778683544198.7485,"k17dakr03hgrarxp9jrba2xwrh86m6xd",[],{"reviewCount":8},0,{"description":10,"installMethods":11,"name":13,"sourceUrl":14},"构建和连接 `AtomicAgent[InSchema, OutSchema]` — 模式、`AgentConfig`、`SystemPromptGenerator`、提供程序客户端、历史记录、钩子、可选上下文提供程序。当用户要求“创建代理”、“添加另一个代理”、“构建 `AtomicAgent`”、“连接代理”或运行 `/atomic-agents:create-atomic-agent` 时使用。",{"claudeCode":12},"BrainBlend-AI/atomic-agents","创建原子代理","https://github.com/BrainBlend-AI/atomic-agents",{"_creationTime":16,"_id":17,"extensionId":5,"locale":18,"result":19,"trustSignals":221,"workflow":238},1778683544198.7488,"kn742q0rdf2q3th7hargdp4tz586ne75","zh-CN",{"checks":20,"evaluatedAt":191,"extensionSummary":192,"features":193,"nonGoals":199,"promptVersionExtension":203,"promptVersionScoring":204,"purpose":205,"rationale":206,"score":207,"summary":208,"tags":209,"tier":215,"useCases":216},[21,26,29,32,36,39,43,46,50,54,58,61,64,68,72,76,79,82,85,88,92,96,99,102,105,108,111,114,117,120,124,127,131,135,139,142,145,148,152,155,158,161,164,167,170,174,178,181,184,188],{"category":22,"check":23,"severity":24,"summary":25},"实际效用","问题相关性","pass","描述清楚地说明了构建和连接 `AtomicAgent` 组件的问题，并提供了具体的用户意图和使用时的 CLI 命令。",{"category":22,"check":27,"severity":24,"summary":28},"独特卖点","该技能提供了一种结构化的代理创建方法，定义了模式、系统提示和提供程序客户端，这超出了默认 LLM 的行为，并提供了比手动实现显著的价值。",{"category":22,"check":30,"severity":24,"summary":31},"生产就绪性","该技能为代理创建提供了完整的生命周期，从澄清到实现和运行，包括特定提供程序的配置和错误处理指导。",{"category":33,"check":34,"severity":24,"summary":35},"范围","单一职责原则","该技能专注于创建和连接 `AtomicAgent` 的特定任务，并清晰地指示和委托给相关技能来处理模式创建或上下文提供程序等子任务。",{"category":33,"check":37,"severity":24,"summary":38},"描述质量","描述准确地反映了技能的功能，清楚地概述了它的作用以及何时使用它，包括特定的触发短语和 CLI 命令。",{"category":40,"check":41,"severity":24,"summary":42},"调用","精确目的","描述清楚地识别了产物 (`AtomicAgent`) 和用户意图（“创建代理”、“构建 `AtomicAgent`”）并指定了触发短语和边界。",{"category":40,"check":44,"severity":24,"summary":45},"简洁的前言","前言简洁，有效总结了核心功能，并在建议的字符限制内提供了清晰的触发短语。",{"category":47,"check":48,"severity":24,"summary":49},"文档","简洁正文","技能正文结构良好，对更深层次的材料采用渐进式披露，并且长度合理，将广泛的细节委托给参考文件。",{"category":51,"check":52,"severity":24,"summary":53},"上下文","渐进式披露","该技能适当地链接到外部参考文件，以获取有关代理、提供程序、提示和内存的深入材料，遵循渐进式披露原则。",{"category":51,"check":55,"severity":56,"summary":57},"分支探索","not_applicable","该技能的主要功能是代理创建，而不是深入探索或代码审查，因此 `context: fork` 不适用。",{"category":22,"check":59,"severity":24,"summary":60},"使用示例","README 提供了多个可运行的快速入门和完整示例，涵盖了代理创建和使用的各个方面，展示了具体的输入和预期输出。",{"category":22,"check":62,"severity":24,"summary":63},"边缘情况","该技能说明解决了边缘情况和限制，例如提供程序特定的陷阱和常见的反模式，并提供了可观察的症状和恢复步骤。",{"category":65,"check":66,"severity":56,"summary":67},"代码执行","工具回退","该技能似乎不依赖于需要回退机制的外部自定义 MCP 或工具；它侧重于在 Atomic Agents 框架内构建代理。",{"category":69,"check":70,"severity":24,"summary":71},"安全","意外状态下停止","该技能说明详细介绍了如何处理先决条件和潜在的故障模式，并隐含地指导用户在发生意外状态时停止。",{"category":73,"check":74,"severity":24,"summary":75},"可移植性","跨技能耦合","该技能在代理创建方面是独立的，并明确引用其他技能（`create-atomic-schema`、`create-atomic-context-provider`）来处理相关任务，从而促进了独立功能。",{"category":40,"check":77,"severity":56,"summary":78},"作用域工具","该技能主要提供说明和代码生成，而不是公开离散的工具，这些工具需要进行范围评估。",{"category":47,"check":80,"severity":24,"summary":81},"配置和参数参考","所有相关的配置、参数和特定于提供程序的设置都在 SKILL.md 和引用的文档中进行了详细说明，包括默认值和必需的环境变量。",{"category":33,"check":83,"severity":56,"summary":84},"工具命名","该技能不公开面向用户的工具；其主要输出是代码和说明。",{"category":33,"check":86,"severity":56,"summary":87},"最小 I/O 表面","由于此技能是指导性的并生成代码，而不是作为具有定义输入/输出模式的工具运行，因此此检查不适用。",{"category":89,"check":90,"severity":24,"summary":91},"许可证","许可证可用性","项目根据 MIT 许可证授权，如 LICENSE 文件和 README 徽章所示，这是一种宽松的开源许可证。",{"category":93,"check":94,"severity":24,"summary":95},"维护","提交时效性","最后一次提交是在 2026 年 4 月 29 日，这在过去 3 个月内，表明维护活跃。",{"category":93,"check":97,"severity":24,"summary":98},"依赖管理","该项目使用 pip 并指定依赖项，README 中提到安装提供程序 SDK，这表明采用了标准的 Python 依赖管理方法。",{"category":69,"check":100,"severity":24,"summary":101},"密钥管理","该技能明确指示用户从环境变量（例如 `os.environ[\"OPENAI_API_KEY\"]`）读取 API 密钥，并避免在源代码中硬编码密钥。",{"category":69,"check":103,"severity":24,"summary":104},"注入","该技能侧重于基于用户输入的代码生成和说明，并且似乎不将任意第三方数据加载或执行为指令。",{"category":69,"check":106,"severity":24,"summary":107},"传递性供应链炸弹","该技能生成 Python 代码和说明；它不会在运行时获取远程脚本或 markdown 来执行，从而减轻了传递性供应链风险。",{"category":69,"check":109,"severity":24,"summary":110},"沙盒隔离","该技能的输出是 Python 代码和说明；它不直接与文件系统交互，也不执行代码片段生成之外的操作。",{"category":69,"check":112,"severity":24,"summary":113},"沙盒逃逸原语","该技能生成代码和说明，并且没有迹象表明技能逻辑中存在分离进程的生成或拒绝重试循环。",{"category":69,"check":115,"severity":24,"summary":116},"数据泄露","该技能指示用户使用环境变量来处理密钥，并且不包含读取或将机密数据提交给第三方的任何逻辑。",{"category":69,"check":118,"severity":24,"summary":119},"隐藏文本技巧","捆绑的内容，包括 SKILL.md 和 README.md，似乎没有隐藏的转向技巧、控制字符或不可见的 Unicode 字符。",{"category":121,"check":122,"severity":24,"summary":123},"钩子","不透明代码执行","该技能生成标准的 Python 代码，不使用 base64 编码、eval 或运行时脚本获取等混淆技术。",{"category":73,"check":125,"severity":24,"summary":126},"结构化假设","该技能建议使用标准的项目结构，如 `\u003Cproject>/agents/\u003Cagent_name>.py`，并提到使用环境变量，这些都是常见且可适应的实践。",{"category":128,"check":129,"severity":24,"summary":130},"信任","问题关注","过去 90 天内已打开 6 个问题，关闭 7 个问题，关闭率很高，表明维护者参与度高。",{"category":132,"check":133,"severity":24,"summary":134},"版本","版本发布管理","该项目通过 PyPI 包版本和 GitHub 版本标签具有清晰的版本信号，并且 `pushedAt` 日期表明有近期活动。",{"category":136,"check":137,"severity":24,"summary":138},"执行","验证","生成的 Python 代码使用 Pydantic 进行模式验证，确保输入和输出符合定义的结构。",{"category":69,"check":140,"severity":24,"summary":141},"无保护的破坏性操作","该技能生成用于代理创建的代码，该代码本身不具有破坏性，并且不涉及文件删除或系统修改等操作，除非用户控制。",{"category":65,"check":143,"severity":24,"summary":144},"错误处理","该技能提供了关于错误处理的指导，引用了用于解析错误的钩子，并概述了常见的反模式和导致错误的特定于提供程序的常见问题。",{"category":65,"check":146,"severity":56,"summary":147},"日志记录","此技能的主要功能是代码生成和说明；它不执行需要本地审计日志记录的破坏性操作或出站调用。",{"category":149,"check":150,"severity":56,"summary":151},"合规性","GDPR","该技能侧重于代理创建，不处理个人数据；它指示用户通过环境变量处理 API 密钥。",{"category":149,"check":153,"severity":24,"summary":154},"目标市场","该技能是语言无关且提供程序无关的（支持多种 LLM 提供程序），未检测到任何区域或司法管辖区逻辑，使其具有全球适用性。",{"category":73,"check":156,"severity":24,"summary":157},"运行时稳定性","该技能生成的 Python 代码与标准 Python 环境兼容，并通过 pip 指定依赖项，确保跨平台兼容性。",{"category":47,"check":159,"severity":24,"summary":160},"README","README 文件内容全面，清楚说明了项目的目的，并提供了安装和使用说明。",{"category":33,"check":162,"severity":56,"summary":163},"工具表面积","此扩展是一个生成代码和说明的技能，而不是公开多个不同的工具。",{"category":40,"check":165,"severity":56,"summary":166},"重叠的近义词工具","该技能本身不公开工具，因此没有重叠的近义词工具可供评估。",{"category":47,"check":168,"severity":24,"summary":169},"幻象功能","README 和 SKILL.md 中描述的所有功能和能力，例如代理创建、模式定义和提供程序集成，都得到了框架实现的支​​持。",{"category":171,"check":172,"severity":24,"summary":173},"安装","安装说明","README 提供了使用 pip 的清晰安装说明，并包含可运行的代码示例，用于代理创建和使用。",{"category":175,"check":176,"severity":24,"summary":177},"错误","可操作的错误消息","该技能的文档和示例指导用户如何解释和解决错误，特别是与提供程序配置和常见反模式相关的错误。",{"category":136,"check":179,"severity":24,"summary":180},"固定的依赖项","该项目使用 pip 进行依赖管理，README 指示通过 pip 进行安装，这意味着标准的 Python 依赖解析（可能包括固定）。",{"category":33,"check":182,"severity":56,"summary":183},"干运行预览","此技能生成代码和说明；它不执行状态更改操作或需要干运行模式的出站调用。",{"category":185,"check":186,"severity":56,"summary":187},"协议","幂等重试和超时","该技能本身不进行直接的 API 调用；它生成代码，这些代码将通过底层的 Instructor 库和 LLM 提供程序处理重试和超时。",{"category":149,"check":189,"severity":24,"summary":190},"遥测选择加入","该项目的 README 和 SKILL.md 没有提及任何遥测收集；因此，假定遥测不存在或默认选择加入。",1778683298988,"此技能是 Atomic Agents 框架的一部分，提供有关构建自定义 `AtomicAgent` 实例的说明和代码生成。它指导用户完成定义模式、系统提示、选择 LLM 提供程序和配置代理行为的过程，并提供清晰的示例和文档。",[194,195,196,197,198],"构建和连接 `AtomicAgent` 实例","使用 Pydantic 定义输入/输出模式","配置 LLM 提供程序和模型","生成具有背景、步骤和输出说明的系统提示","集成聊天历史记录和上下文提供程序",[200,201,202],"编写复杂的多代理编排逻辑（委托给框架参考）。","深入研究 LLM 提供程序的具体细节（超出配置需求）。","直接管理代理实例化过程之外的 LLM API 调用。","3.0.0","4.4.0","通过提供一种强调模块化、可预测性和开发者体验的结构化、代码生成方法，简化自定义 AI 代理的创建和连接。","所有检查均质量很高，重点关注清晰的文档、实际效用以及对代理开发最佳实践的遵守。未发现重大问题。",98,"一个文档完善且健壮的框架，用于构建具有强大开发者体验的模块化且可预测的 AI 代理。",[210,211,212,213,214],"agent-development","llm-framework","python","code-generation","pydantic","verified",[217,218,219,220],"当用户要求“创建代理”或“构建 `AtomicAgent`”时。","当用户想在现有管道中“添加另一个代理”时。","使用特定的模式、提示和提供程序“连接代理”。","“制作一个规划器/路由器/提取器代理”以完成专门的任务。",{"codeQuality":222,"collectedAt":224,"documentation":225,"maintenance":228,"security":234,"testCoverage":237},{"hasLockfile":223},true,1778683276726,{"descriptionLength":226,"readmeSize":227},363,20431,{"closedIssues90d":229,"forks":230,"hasChangelog":223,"openIssues90d":231,"pushedAt":232,"stars":233},7,506,6,1777460217000,5909,{"hasNpmPackage":235,"license":236,"smitheryVerified":235},false,"MIT",{"hasCi":223,"hasTests":223},{"updatedAt":239},1778683544198,{"basePath":241,"githubOwner":242,"githubRepo":243,"locale":18,"slug":244,"type":245},"claude-plugin/atomic-agents/skills/create-atomic-agent","BrainBlend-AI","atomic-agents","create-atomic-agent","skill",{"_creationTime":247,"_id":248,"community":249,"display":250,"identity":253,"parentExtension":257,"providers":292,"relations":300,"tags":301,"workflow":302},1778683220959.3245,"k17bm61p7zr993vt7thb45838h86mrjy",{"reviewCount":8},{"description":251,"installMethods":252,"name":243,"sourceUrl":14},"Skills plus explorer and reviewer subagents for building, scaffolding, understanding, and auditing applications with the Atomic Agents Python framework. Includes the umbrella `framework` skill, action-oriented `create-atomic-schema` / `create-atomic-agent` / `create-atomic-tool` / `create-atomic-context-provider` skills, the `new-app` scaffolder, progressive-disclosure reference material for prompts, orchestration, memory, hooks, providers, project structure, and testing, and isolated-context subagents for codebase mapping and code review.",{"claudeCode":243},{"basePath":254,"githubOwner":242,"githubRepo":243,"locale":255,"slug":243,"type":256},"claude-plugin/atomic-agents","en","plugin",{"_creationTime":258,"_id":259,"community":260,"display":261,"identity":265,"providers":268,"relations":285,"tags":287,"workflow":288},1778683220959.3242,"k173812k7d1b2wh2bze2r2cdjn86mzva",{"reviewCount":8},{"description":262,"installMethods":263,"name":264,"sourceUrl":14},"Official plugins for the Atomic Agents framework - a lightweight, modular system for building AI agents with Pydantic and Instructor",{"claudeCode":12},"Atomic Agents",{"basePath":266,"githubOwner":242,"githubRepo":243,"locale":255,"slug":243,"type":267},"","marketplace",{"evaluate":269,"extract":278},{"promptVersionExtension":270,"promptVersionScoring":204,"score":271,"tags":272,"targetMarket":277,"tier":215},"3.1.0",95,[273,274,214,275,212,276],"ai-agents","llm","instructor","framework","global",{"commitSha":279,"license":236,"marketplace":280,"plugin":283},"HEAD",{"name":281,"pluginCount":282},"brainblend-plugins",1,{"mcpCount":8,"provider":284,"skillCount":8},"classify",{"repoId":286},"kd7038dvhwk39adrnvedmx8x3s86mqpq",[273,276,275,274,214,212],{"evaluatedAt":289,"extractAt":290,"updatedAt":291},1778683239491,1778683220959,1778683666542,{"evaluate":293,"extract":298},{"promptVersionExtension":203,"promptVersionScoring":204,"score":207,"tags":294,"targetMarket":277,"tier":215},[212,295,276,213,296,297],"agent","development-tools","llm-application-development",{"commitSha":279,"license":236,"plugin":299},{"mcpCount":8,"provider":284,"skillCount":231},{"parentExtensionId":259,"repoId":286},[295,213,296,276,297,212],{"evaluatedAt":303,"extractAt":290,"updatedAt":304},1778683257368,1778683666777,{"evaluate":306,"extract":308},{"promptVersionExtension":203,"promptVersionScoring":204,"score":207,"tags":307,"targetMarket":277,"tier":215},[210,211,212,213,214],{"commitSha":279,"license":236},{"parentExtensionId":248,"repoId":286,"translatedFrom":310},"k1707nd2dxdw44brdnq5djf38d86mksy",{"_creationTime":312,"_id":286,"identity":313,"providers":314,"workflow":503},1778683214161.1255,{"githubOwner":242,"githubRepo":243,"sourceUrl":14},{"classify":315,"discover":490,"github":493},{"commitSha":279,"extensions":316},[317,330,355,364,370,378,386,394,423,431,456,465,474,483],{"basePath":266,"description":262,"displayName":281,"installMethods":318,"rationale":319,"selectedPaths":320,"source":329,"sourceLanguage":255,"type":267},{"claudeCode":12},"marketplace.json at .claude-plugin/marketplace.json",[321,324,326],{"path":322,"priority":323},".claude-plugin/marketplace.json","mandatory",{"path":325,"priority":323},"README.md",{"path":327,"priority":328},"LICENSE","high","rule",{"basePath":254,"description":251,"displayName":243,"installMethods":331,"license":236,"rationale":332,"selectedPaths":333,"source":329,"sourceLanguage":255,"type":256},{"claudeCode":243},"plugin manifest at claude-plugin/atomic-agents/.claude-plugin/plugin.json",[334,336,337,338,341,343,345,347,349,351,353],{"path":335,"priority":323},".claude-plugin/plugin.json",{"path":325,"priority":323},{"path":327,"priority":328},{"path":339,"priority":340},"skills/create-atomic-agent/SKILL.md","medium",{"path":342,"priority":340},"skills/create-atomic-context-provider/SKILL.md",{"path":344,"priority":340},"skills/create-atomic-schema/SKILL.md",{"path":346,"priority":340},"skills/create-atomic-tool/SKILL.md",{"path":348,"priority":340},"skills/framework/SKILL.md",{"path":350,"priority":340},"skills/new-app/SKILL.md",{"path":352,"priority":328},"agents/atomic-explorer.md",{"path":354,"priority":328},"agents/atomic-reviewer.md",{"basePath":356,"description":357,"displayName":358,"installMethods":359,"rationale":360,"selectedPaths":361,"source":329,"sourceLanguage":255,"type":245},".claude/skills/release","Release a new version of atomic-agents to PyPI and GitHub. Use when the user asks to \"release\", \"publish\", \"deploy\", or \"bump version\" for atomic-agents.","release",{"claudeCode":12},"SKILL.md frontmatter at .claude/skills/release/SKILL.md",[362],{"path":363,"priority":323},"SKILL.md",{"basePath":241,"description":365,"displayName":244,"installMethods":366,"rationale":367,"selectedPaths":368,"source":329,"sourceLanguage":255,"type":245},"Build and wire an `AtomicAgent[InSchema, OutSchema]` — schemas, `AgentConfig`, `SystemPromptGenerator`, provider client, history, hooks, optional context providers. Use when the user asks to \"create an agent\", \"add another agent\", \"build an `AtomicAgent`\", \"wire up an agent\", \"make a planner/router/extractor agent\", or runs `/atomic-agents:create-atomic-agent`.",{"claudeCode":12},"SKILL.md frontmatter at claude-plugin/atomic-agents/skills/create-atomic-agent/SKILL.md",[369],{"path":363,"priority":323},{"basePath":371,"description":372,"displayName":373,"installMethods":374,"rationale":375,"selectedPaths":376,"source":329,"sourceLanguage":255,"type":245},"claude-plugin/atomic-agents/skills/create-atomic-context-provider","Build a `BaseDynamicContextProvider` that injects a named, titled block into an agent's system prompt at every `run()` — current time, user identity, retrieved RAG docs, session state, cached DB schema. Use when the user asks to \"add a context provider\", \"inject X into the prompt\", \"give the agent dynamic context\", \"wire up RAG\", \"make a `BaseDynamicContextProvider`\", or runs `/atomic-agents:create-atomic-context-provider`.","create-atomic-context-provider",{"claudeCode":12},"SKILL.md frontmatter at claude-plugin/atomic-agents/skills/create-atomic-context-provider/SKILL.md",[377],{"path":363,"priority":323},{"basePath":379,"description":380,"displayName":381,"installMethods":382,"rationale":383,"selectedPaths":384,"source":329,"sourceLanguage":255,"type":245},"claude-plugin/atomic-agents/skills/create-atomic-schema","Design and write a `BaseIOSchema` input/output pair for an Atomic Agents agent or tool — docstrings, field descriptions, validators, error variants. Use when the user asks to \"create a schema\", \"design the input/output schema\", \"define an `IOSchema`\", \"write a `BaseIOSchema`\", \"model the agent's output\", or runs `/atomic-agents:create-atomic-schema`.","create-atomic-schema",{"claudeCode":12},"SKILL.md frontmatter at claude-plugin/atomic-agents/skills/create-atomic-schema/SKILL.md",[385],{"path":363,"priority":323},{"basePath":387,"description":388,"displayName":389,"installMethods":390,"rationale":391,"selectedPaths":392,"source":329,"sourceLanguage":255,"type":245},"claude-plugin/atomic-agents/skills/create-atomic-tool","Build a `BaseTool[InSchema, OutSchema]` subclass — input/output schemas, `BaseToolConfig`, `run()` (and optional `run_async()`), env-driven secrets, typed failure outputs. Use when the user asks to \"add a tool\", \"create a tool\", \"wrap an API as a tool\", \"build a `BaseTool`\", \"make a calculator/search/weather tool\", or runs `/atomic-agents:create-atomic-tool`.","create-atomic-tool",{"claudeCode":12},"SKILL.md frontmatter at claude-plugin/atomic-agents/skills/create-atomic-tool/SKILL.md",[393],{"path":363,"priority":323},{"basePath":395,"description":396,"displayName":276,"installMethods":397,"rationale":398,"selectedPaths":399,"source":329,"sourceLanguage":255,"type":245},"claude-plugin/atomic-agents/skills/framework","Guide for the Atomic Agents Python framework — schemas, agents, tools, context providers, prompts, orchestration, and provider configuration. Use when code imports from `atomic_agents`, defines an `AtomicAgent`, `BaseTool`, or `BaseIOSchema`, or the user asks about multi-agent orchestration or LLM-provider wiring in an atomic-agents project.",{"claudeCode":12},"SKILL.md frontmatter at claude-plugin/atomic-agents/skills/framework/SKILL.md",[400,401,403,405,407,409,411,413,415,417,419,421],{"path":363,"priority":323},{"path":402,"priority":340},"references/agents.md",{"path":404,"priority":340},"references/context-providers.md",{"path":406,"priority":340},"references/hooks.md",{"path":408,"priority":340},"references/memory.md",{"path":410,"priority":340},"references/orchestration.md",{"path":412,"priority":340},"references/project-structure.md",{"path":414,"priority":340},"references/prompts.md",{"path":416,"priority":340},"references/providers.md",{"path":418,"priority":340},"references/schemas.md",{"path":420,"priority":340},"references/testing.md",{"path":422,"priority":340},"references/tools.md",{"basePath":424,"description":425,"displayName":426,"installMethods":427,"rationale":428,"selectedPaths":429,"source":329,"sourceLanguage":255,"type":245},"claude-plugin/atomic-agents/skills/new-app","Scaffold a new Atomic Agents project from scratch — create the directory, `pyproject.toml`, env file, first agent, and a runnable entry point. Use when the user asks to start a new atomic-agents project from scratch, says \"scaffold\" / \"new project\" / \"start from zero\", or runs `/atomic-agents:new-app`.","new-app",{"claudeCode":12},"SKILL.md frontmatter at claude-plugin/atomic-agents/skills/new-app/SKILL.md",[430],{"path":363,"priority":323},{"basePath":432,"displayName":433,"installMethods":434,"rationale":435,"selectedPaths":436,"source":329,"sourceLanguage":255,"type":455},"atomic-examples/mcp-agent/example-mcp-server","example-mcp-server",{"pypi":433},"pyproject.toml with mcp/fastmcp dependency + scripts at atomic-examples/mcp-agent/example-mcp-server/pyproject.toml",[437,439,440,442,445,447,449,451,453],{"path":438,"priority":323},"pyproject.toml",{"path":325,"priority":323},{"path":441,"priority":340},"example_mcp_server/server.py",{"path":443,"priority":444},"example_mcp_server/tools/__init__.py","low",{"path":446,"priority":444},"example_mcp_server/tools/add_numbers.py",{"path":448,"priority":444},"example_mcp_server/tools/batch_operations.py",{"path":450,"priority":444},"example_mcp_server/tools/divide_numbers.py",{"path":452,"priority":444},"example_mcp_server/tools/multiply_numbers.py",{"path":454,"priority":444},"example_mcp_server/tools/subtract_numbers.py","mcp",{"basePath":457,"displayName":458,"installMethods":459,"rationale":460,"selectedPaths":461,"source":329,"sourceLanguage":255,"type":455},"atomic-examples/progressive-disclosure/servers/data_server","pd-data-server",{"pypi":458},"pyproject.toml with mcp/fastmcp dependency + scripts at atomic-examples/progressive-disclosure/servers/data_server/pyproject.toml",[462,463],{"path":438,"priority":323},{"path":464,"priority":340},"data_server/server.py",{"basePath":466,"displayName":467,"installMethods":468,"rationale":469,"selectedPaths":470,"source":329,"sourceLanguage":255,"type":455},"atomic-examples/progressive-disclosure/servers/math_server","pd-math-server",{"pypi":467},"pyproject.toml with mcp/fastmcp dependency + scripts at atomic-examples/progressive-disclosure/servers/math_server/pyproject.toml",[471,472],{"path":438,"priority":323},{"path":473,"priority":340},"math_server/server.py",{"basePath":475,"displayName":476,"installMethods":477,"rationale":478,"selectedPaths":479,"source":329,"sourceLanguage":255,"type":455},"atomic-examples/progressive-disclosure/servers/text_server","pd-text-server",{"pypi":476},"pyproject.toml with mcp/fastmcp dependency + scripts at atomic-examples/progressive-disclosure/servers/text_server/pyproject.toml",[480,481],{"path":438,"priority":323},{"path":482,"priority":340},"text_server/server.py",{"basePath":266,"displayName":243,"installMethods":484,"rationale":485,"selectedPaths":486,"source":329,"sourceLanguage":255,"type":455},{"pypi":243},"pyproject.toml with mcp/fastmcp dependency + scripts at pyproject.toml",[487,488,489],{"path":438,"priority":323},{"path":325,"priority":323},{"path":327,"priority":328},{"sources":491},[492],"manual",{"closedIssues90d":229,"description":494,"forks":230,"license":236,"openIssues90d":231,"pushedAt":232,"readmeSize":227,"stars":233,"topics":495},"Building AI agents, atomically",[496,497,498,499,500,501,502],"ai","artificial-intelligence","large-language-model","large-language-models","llms","openai","openai-api",{"classifiedAt":504,"discoverAt":505,"extractAt":506,"githubAt":506,"updatedAt":504},1778683220596,1778683214161,1778683218333,[210,213,211,214,212],{"evaluatedAt":509,"extractAt":290,"updatedAt":239},1778683299108,[],[512,541,569,598,626,651],{"_creationTime":513,"_id":514,"community":515,"display":516,"identity":522,"providers":526,"relations":534,"tags":537,"workflow":538},1778675056600.2441,"k171y80q0m602mftp477895w5s86n54t",{"reviewCount":8},{"description":517,"installMethods":518,"name":520,"sourceUrl":521},"Turn a proven pattern or debugging solution into a standalone reusable skill with SKILL.md, reference docs, and examples.",{"claudeCode":519},"alirezarezvani/claude-skills","extract","https://github.com/alirezarezvani/claude-skills",{"basePath":523,"githubOwner":524,"githubRepo":525,"locale":255,"slug":520,"type":245},"engineering-team/self-improving-agent/skills/extract","alirezarezvani","claude-skills",{"evaluate":527,"extract":533},{"promptVersionExtension":203,"promptVersionScoring":204,"score":528,"tags":529,"targetMarket":277,"tier":215},100,[530,210,213,531,532],"skill-extraction","knowledge-management","developer-tools",{"commitSha":279},{"parentExtensionId":535,"repoId":536},"k171b5pw3erme9qy3334r4gbv586mzhf","kd7ff9s1w43mfyy1n7hf87816186m6px",[210,213,532,531,530],{"evaluatedAt":539,"extractAt":540,"updatedAt":539},1778682824392,1778675056600,{"_creationTime":542,"_id":543,"community":544,"display":545,"identity":551,"providers":555,"relations":562,"tags":565,"workflow":566},1778694480889.9487,"k17eg219cke0p45yfhh8n2t37986mgm4",{"reviewCount":8},{"description":546,"installMethods":547,"name":549,"sourceUrl":550},"Interactive assistant for creating new Claude commands with proper structure, patterns, and MCP tool integration",{"claudeCode":548},"NeoLabHQ/context-engineering-kit","create-command","https://github.com/NeoLabHQ/context-engineering-kit",{"basePath":552,"githubOwner":553,"githubRepo":554,"locale":255,"slug":549,"type":245},"plugins/customaize-agent/skills/create-command","NeoLabHQ","context-engineering-kit",{"evaluate":556,"extract":561},{"promptVersionExtension":203,"promptVersionScoring":204,"score":528,"tags":557,"targetMarket":277,"tier":215},[558,210,559,455,560],"command-creation","prompt-engineering","claude-code",{"commitSha":279},{"parentExtensionId":563,"repoId":564},"k173g0c46wghgz5j9gn02wfydn86mkh8","kd7a3rj13ezgx1wgm0jfh08hsx86n0sz",[210,560,558,455,559],{"evaluatedAt":567,"extractAt":568,"updatedAt":567},1778694773368,1778694480890,{"_creationTime":570,"_id":571,"community":572,"display":573,"identity":579,"providers":584,"relations":591,"tags":594,"workflow":595},1778694269038.6707,"k178ghjhvwyw1pv6vxnaqcwgyx86m2g7",{"reviewCount":8},{"description":574,"installMethods":575,"name":577,"sourceUrl":578},"This skill should be used when the user asks to \"start an LLM project\", \"design batch pipeline\", \"evaluate task-model fit\", \"structure agent project\", or mentions pipeline architecture, agent-assisted development, cost estimation, or choosing between LLM and traditional approaches.",{"claudeCode":576},"muratcankoylan/Agent-Skills-for-Context-Engineering","Project Development","https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering",{"basePath":580,"githubOwner":581,"githubRepo":582,"locale":255,"slug":583,"type":245},"skills/project-development","muratcankoylan","Agent-Skills-for-Context-Engineering","project-development",{"evaluate":585,"extract":590},{"promptVersionExtension":203,"promptVersionScoring":204,"score":528,"tags":586,"targetMarket":277,"tier":215},[274,587,588,210,589],"project-management","pipeline-architecture","batch-processing",{"commitSha":279,"license":236},{"parentExtensionId":592,"repoId":593},"k1754dy3wbsv2a5gr1a983zzs586njca","kd7f12maf5nxmx5xttjx7scfnx86m1tv",[210,589,274,588,587],{"evaluatedAt":596,"extractAt":597,"updatedAt":596},1778694576171,1778694269038,{"_creationTime":599,"_id":600,"community":601,"display":602,"identity":608,"providers":612,"relations":619,"tags":622,"workflow":623},1778692846401.1536,"k17f8b769y9swjcqb91vq74zy986n2wf",{"reviewCount":8},{"description":603,"installMethods":604,"name":606,"sourceUrl":607},"Create new agent skills with proper structure, progressive disclosure, and bundled resources. Use when user wants to create, write, or build a new skill.",{"claudeCode":605},"mattpocock/skills","write-a-skill","https://github.com/mattpocock/skills",{"basePath":609,"githubOwner":610,"githubRepo":611,"locale":255,"slug":606,"type":245},"skills/productivity/write-a-skill","mattpocock","skills",{"evaluate":613,"extract":618},{"promptVersionExtension":203,"promptVersionScoring":204,"score":528,"tags":614,"targetMarket":277,"tier":215},[615,210,616,559,617],"skill-creation","documentation","productivity",{"commitSha":279},{"parentExtensionId":620,"repoId":621},"k171mc92f05dc4v6jzgf6bng7d86mr9t","kd70nm2vazehgqc4j28ve6cwv986mv1s",[210,616,617,559,615],{"evaluatedAt":624,"extractAt":625,"updatedAt":624},1778693512400,1778692846401,{"_creationTime":627,"_id":628,"community":629,"display":630,"identity":636,"providers":638,"relations":645,"tags":647,"workflow":648},1778695021936.555,"k1715rn9402s29yge55y9nt0x986n2tf",{"reviewCount":8},{"description":631,"installMethods":632,"name":634,"sourceUrl":635},"Build a composable CLI for Codex from API docs, an OpenAPI spec, existing curl examples, an SDK, a web app, an admin tool, or a local script. Use when the user wants Codex to create a command-line tool that can run from any repo, expose composable read/write commands, return stable JSON, manage auth, and pair with a companion skill.",{"claudeCode":633},"openai/skills","cli-creator","https://github.com/openai/skills",{"basePath":637,"githubOwner":501,"githubRepo":611,"locale":255,"slug":634,"type":245},"skills/.curated/cli-creator",{"evaluate":639,"extract":644},{"promptVersionExtension":203,"promptVersionScoring":204,"score":528,"tags":640,"targetMarket":277,"tier":215},[641,213,532,642,643],"cli","codex","automation",{"commitSha":279},{"repoId":646},"kd75n2zj3yh472p25zffgycved86mnpx",[643,641,213,642,532],{"evaluatedAt":649,"extractAt":650,"updatedAt":649},1778695068759,1778695021936,{"_creationTime":652,"_id":653,"community":654,"display":655,"identity":661,"providers":665,"relations":675,"tags":678,"workflow":679},1778693768760.7378,"k175yn0rkw0qm6g8ctn8fm789586mft8",{"reviewCount":8},{"description":656,"installMethods":657,"name":659,"sourceUrl":660},"使用并行子代理军队管理 context-mode GitHub 问题、PR、发布和营销。为每个任务编排 10-20 个动态代理。在分类问题、审查 PR、发布版本、撰写 LinkedIn 帖子、宣布发布、修复错误、合并贡献、验证 ENV 变量、测试适配器或同步分支时使用。",{"claudeCode":658},"mksglu/context-mode","context-mode-ops","https://github.com/mksglu/context-mode",{"basePath":662,"githubOwner":663,"githubRepo":664,"locale":18,"slug":659,"type":245},".claude/skills/context-mode-ops","mksglu","context-mode",{"evaluate":666,"extract":674},{"promptVersionExtension":203,"promptVersionScoring":204,"score":528,"tags":667,"targetMarket":277,"tier":215},[668,669,670,213,671,617,672,673],"context-window","llm-optimization","session-continuity","developer-tool","security","compliance",{"commitSha":279},{"repoId":676,"translatedFrom":677},"kd764b2fctbqg4b8j8y6xvmkvs86m29m","k1758b69g51wttzw4r6epd3jrs86mtk8",[213,673,668,671,669,617,672,670],{"evaluatedAt":680,"extractAt":681,"updatedAt":682},1778693567505,1778693511416,1778693768760]