[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6DCEDDBKF88PC0SW7Q74JQX":3,"skill-same:01M6DCEDDBKF88PC0SW7Q74JQX":78},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":16,"categories":17,"keywords":31,"publishedAt":52,"linkOnly":53,"markdownContent":54,"markdownBody":55,"frontMatter":56,"refName":58,"commitSha":59,"skillDirectory":60,"forksCount":14,"repositoryHtmlUrl":61,"repositoryHomepageUrl":6,"ownerHtmlUrl":62,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":63,"install":64,"resources":77},"01M6DCEDDBKF88PC0SW7Q74JQX","claude-api",null,"Anthropic Claude API patterns for Python and TypeScript. Covers Messages API, streaming, tool use, vision, extended thinking, batches, prompt caching, and Claude Agent SDK. Use when building applications with the Claude API or Anthropic SDKs.","Prekzursil\u002Fagent-skills-toolchain","Prekzursil","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F54636077?v=4","01M6DACZ1PCQHD99SCR1YXG28B","Andrei Mihai Visalon","01M6DACZ670WZF535V3WYYSS4Z",0,"MIT","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Fplatform\u002Frouting\u002Ffixtures\u002Fhome\u002F.agents\u002Fskills\u002Fclaude-api\u002FSKILL.md",[18,23,26],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000010","后端与接口","SCENARIO","使用场景",{"categoryNo":24,"categoryName":25,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000023","Skill与智能体开发",{"categoryNo":27,"categoryName":28,"taxonomyType":29,"taxonomyTypeDesc":30},"01JBSEEDCAT000000000000030","开发工程师","PROFESSION","适用职业",[32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51],"api","claude api","applications","caching","patterns","thinking","claude agent sdk","vision","use","prompt","tool","api patterns","prompt caching","anthropic claude","messages","tool use","streaming","sdk","python","typescript","2026-11-10 10:12:30",false,"---\nname: claude-api\ndescription: Anthropic Claude API patterns for Python and TypeScript. Covers Messages API, streaming, tool use, vision, extended thinking, batches, prompt caching, and Claude Agent SDK. Use when building applications with the Claude API or Anthropic SDKs.\norigin: ECC\n---\n\n# Claude API\n\nBuild applications with the Anthropic Claude API and SDKs.\n\n## When to Activate\n\n- Building applications that call the Claude API\n- Code imports `anthropic` (Python) or `@anthropic-ai\u002Fsdk` (TypeScript)\n- User asks about Claude API patterns, tool use, streaming, or vision\n- Implementing agent workflows with Claude Agent SDK\n- Optimizing API costs, token usage, or latency\n\n## Model Selection\n\n| Model | ID | Best For |\n|-------|-----|----------|\n| Opus 4.1 | `claude-opus-4-1` | Complex reasoning, architecture, research |\n| Sonnet 4 | `claude-sonnet-4-0` | Balanced coding, most development tasks |\n| Haiku 3.5 | `claude-3-5-haiku-latest` | Fast responses, high-volume, cost-sensitive |\n\nDefault to Sonnet 4 unless the task requires deep reasoning (Opus) or speed\u002Fcost optimization (Haiku). For production, prefer pinned snapshot IDs over aliases.\n\n## Python SDK\n\n### Installation\n\n```bash\npip install anthropic\n```\n\n### Basic Message\n\n```python\nimport anthropic\n\nclient = anthropic.Anthropic()  # reads ANTHROPIC_API_KEY from env\n\nmessage = client.messages.create(\n    model=\"claude-sonnet-4-0\",\n    max_tokens=1024,\n    messages=[\n        {\"role\": \"user\", \"content\": \"Explain async\u002Fawait in Python\"}\n    ]\n)\nprint(message.content[0].text)\n```\n\n### Streaming\n\n```python\nwith client.messages.stream(\n    model=\"claude-sonnet-4-0\",\n    max_tokens=1024,\n    messages=[{\"role\": \"user\", \"content\": \"Write a haiku about coding\"}]\n) as stream:\n    for text in stream.text_stream:\n        print(text, end=\"\", flush=True)\n\n### System Prompt\n### TypeScript SDK\n### Installation\n### Basic Message\n### Streaming\n### Tool Use\n### Handle tool use response\n","# Claude API\n\nBuild applications with the Anthropic Claude API and SDKs.\n\n## When to Activate\n\n- Building applications that call the Claude API\n- Code imports `anthropic` (Python) or `@anthropic-ai\u002Fsdk` (TypeScript)\n- User asks about Claude API patterns, tool use, streaming, or vision\n- Implementing agent workflows with Claude Agent SDK\n- Optimizing API costs, token usage, or latency\n\n## Model Selection\n\n| Model | ID | Best For |\n|-------|-----|----------|\n| Opus 4.1 | `claude-opus-4-1` | Complex reasoning, architecture, research |\n| Sonnet 4 | `claude-sonnet-4-0` | Balanced coding, most development tasks |\n| Haiku 3.5 | `claude-3-5-haiku-latest` | Fast responses, high-volume, cost-sensitive |\n\nDefault to Sonnet 4 unless the task requires deep reasoning (Opus) or speed\u002Fcost optimization (Haiku). For production, prefer pinned snapshot IDs over aliases.\n\n## Python SDK\n\n### Installation\n\n```bash\npip install anthropic\n```\n\n### Basic Message\n\n```python\nimport anthropic\n\nclient = anthropic.Anthropic()  # reads ANTHROPIC_API_KEY from env\n\nmessage = client.messages.create(\n    model=\"claude-sonnet-4-0\",\n    max_tokens=1024,\n    messages=[\n        {\"role\": \"user\", \"content\": \"Explain async\u002Fawait in Python\"}\n    ]\n)\nprint(message.content[0].text)\n```\n\n### Streaming\n\n```python\nwith client.messages.stream(\n    model=\"claude-sonnet-4-0\",\n    max_tokens=1024,\n    messages=[{\"role\": \"user\", \"content\": \"Write a haiku about coding\"}]\n) as stream:\n    for text in stream.text_stream:\n        print(text, end=\"\", flush=True)\n\n### System Prompt\n### TypeScript SDK\n### Installation\n### Basic Message\n### Streaming\n### Tool Use\n### Handle tool use response\n",{"name":5,"origin":57,"description":7},"ECC","main","a298c929b6cbd662e1fce54302ce520d5ceea1a5","platform\u002Frouting\u002Ffixtures\u002Fhome\u002F.agents\u002Fskills\u002Fclaude-api","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain","https:\u002F\u002Fgithub.com\u002FPrekzursil","2026-11-02 14:30:57",{"source":8,"skillName":5,"commands":65,"prompt":75,"zipAvailable":76},[66,69,72],{"tool":67,"command":68},"npx","npx skills add Prekzursil\u002Fagent-skills-toolchain --skill claude-api",{"tool":70,"command":71},"bunx","bunx skills add Prekzursil\u002Fagent-skills-toolchain --skill claude-api",{"tool":73,"command":74},"pnpm","pnpm dlx skills add Prekzursil\u002Fagent-skills-toolchain --skill claude-api","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Fplatform\u002Frouting\u002Ffixtures\u002Fhome\u002F.agents\u002Fskills\u002Fclaude-api\u002FSKILL.md",true,[],[79,100,126,153,167,183],{"skillNo":80,"name":81,"nameZh":6,"description":82,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":83,"categories":84,"keywords":85,"publishedAt":52},"01M6DF7D7478R55P46REYH4QAC","clarify-requirements","Resolve genuine pre-execution ambiguity by scanning repo context, generating 1-6 grounded options, and asking 1-3 focused questions via AskUserQuestion. NOT for mid-task use (injection risk); NOT when the goal is already unambiguous; use to disambiguate vague prompts before any file edits.","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Ftools\u002Fworkspace-hooks\u002Fskills\u002Fclarify-requirements\u002FSKILL.md",[],[86,87,88,89,90,91,92,93,94,40,95,96,97,98,99],"clarify requirements","clarify","requirements","risk","options","task","prompts","goal","scanning","context","repo","injection","execution","file",{"skillNo":101,"name":102,"nameZh":6,"description":103,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":104,"categories":105,"keywords":107,"publishedAt":52},"01M6DF79CA4BHJS66J8EZDBPWJ","openmm-md","Run FREE, open-source, Windows-native GPU molecular dynamics via the openmm-md MCP (OpenMM + CUDA on the local NVIDIA GPU). Use for protein \u002F protein-ligand MD when you want a free stack or are on Windows without a Schrodinger license. Covers the full workflow (prepare, solvate, minimize, equilibrate, production, analyze, mmgbsa) AND an honest decision guide vs Schrodinger Desmond, including how to run Desmond legitimately on Linux or a cloud GPU with a real license. This is a deliberately LESSER free alternative and does NOT replace the schrodinger MCP tools. Do NOT use it to pick a free tool when a validated FEP+, WaterMap, IFD-MD, or Prime MM-GBSA result is actually required.","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Ftools\u002Fmcp\u002Fopenmm-md-mcp\u002Fskill\u002Fopenmm-md\u002FSKILL.md",[106],{"categoryNo":24,"categoryName":25,"taxonomyType":21,"taxonomyTypeDesc":22},[108,109,110,111,112,113,42,114,115,116,117,118,119,120,40,121,122,123,124,125],"openmm md","how","decision","pick","linux","analyze","stack","open","NVIDIA","gpu","license","workflow","windows","free","molecular dynamics","local","do","MCP",{"skillNo":127,"name":128,"nameZh":6,"description":129,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":130,"categories":131,"keywords":138,"publishedAt":52},"01M6DF76C1MG85VEWP8VZCBNMN","visual-review","Take screenshots of web pages and UI using Playwright for visual review and iteration","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Ftools\u002Feditor\u002Fmetaswarm\u002Fskills\u002Fvisual-review\u002FSKILL.md",[132,135],{"categoryNo":133,"categoryName":134,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000003","演示文稿",{"categoryNo":136,"categoryName":137,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000008","测试与质量",[139,140,141,142,143,144,145,146,147,148,109,149,150,151,152],"review","visual","visual review","pages","web","false","iteration","take","check","slides","ui","screenshot","playwright","screenshots",{"skillNo":154,"name":155,"nameZh":6,"description":156,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":157,"categories":158,"keywords":159,"publishedAt":52},"01M6DF73AQVCBZKEN0YXEX9FXP","status","Diagnostic status report — shows metaswarm installation state, project setup, and potential issues","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Ftools\u002Feditor\u002Fmetaswarm\u002Fskills\u002Fstatus\u002FSKILL.md",[],[155,160,161,162,163,164,165,166],"setup","report","project","installation","project setup","issues","state",{"skillNo":168,"name":169,"nameZh":6,"description":170,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":171,"categories":172,"keywords":174,"publishedAt":52},"01M6DF6X6C2XB0P6GX76P7TTYV","start","Use when starting work on any task, when the user mentions metaswarm, or when the user wants to begin tracked development work","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Ftools\u002Feditor\u002Fmetaswarm\u002Fskills\u002Fstart\u002FSKILL.md",[173],{"categoryNo":24,"categoryName":25,"taxonomyType":21,"taxonomyTypeDesc":22},[169,175,91,176,177,178,40,179,180,181,182],"start issue","issue","ready","work on issue","user","work","work on","development",{"skillNo":184,"name":160,"nameZh":6,"description":185,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":186,"categories":187,"keywords":188,"publishedAt":52},"01M6DF6QMJ9AJKFKHHKRT005PQ","Interactive project setup — detects your project, configures metaswarm, writes project-local files","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Ftools\u002Feditor\u002Fmetaswarm\u002Fskills\u002Fsetup\u002FSKILL.md",[],[160,162,123,189,164,190],"files","interactive"]