Author skills, build MCP servers, orchestrate agents — tools for making AI tools.写 Skill、建 MCP、编排多 Agent：打造和优化你自己的 AI 工具。
Open the matching picks in the full catalog.这些入口会带你去完整目录里看对应用途。
Create, test, and improve skills in an eval loop.
用评估循环创建、测试并改进技能。
An official Anthropic workflow for drafting new skills, benchmarking them against baselines, and iterating with human review.
Anthropic 官方技能创作流程，用于起草新技能、构建测试提示词、对比基线，并在人类评审下持续迭代。
mcp builder: agent skill — from anthropics/skills.
mcp builder is a community-discovered agent skill. The maintainer has not provided an English summary yet; rely on the repo README for usage details. Sourced from anthropics/skills.
mcp server builder: agent skill — from alirezarezvani/claude-skills.
mcp server builder is a community-discovered agent skill. The maintainer has not provided an English summary yet; rely on the repo README for usage details. Sourced from alirezarezvani/claude-skills.
Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a s…
Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's des…
Create new agent skills with proper structure, progressive disclosure, and bundled resources. Use when user wants to cr…
Create new agent skills with proper structure, progressive disclosure, and bundled resources. Use when user wants to create, write, or build a new skill.
Decision guide for delegating to caveman-style subagents. Tells the main thread WHEN to spawn cavecrew-investigator (loc
Decision guide for delegating to caveman-style subagents. Tells the main thread WHEN to spawn cavecrew-investigator (locate code), cavecrew-builder (1-2 file edit), or cavecrew-reviewer (diff review) instead of doing the work inline or using vanilla Explore. Subagent output is caveman-compressed so the tool-result injected back into main context is 60% smaller — main context lasts longer across long sessions. Trigger: "delegate to subagent", "use cavecrew", "spawn investigator/builder/reviewer", "save context", "compressed agent output".
Compress natural language memory files (CLAUDE.md, todos, preferences) into caveman format to save input tokens. Preser…
Compress natural language memory files (CLAUDE.md, todos, preferences) into caveman format to save input tokens. Preserves all technical substance, code, URLs, and structure. Compressed version overwrites the original file. Human-readable backup saved as FILE.original.md. Trigge…
This skill adds data(like resources) to OpenViking Context Database (aka. ov). Use when an agent needs to add files, dat
This skill adds data(like resources) to OpenViking Context Database (aka. ov). Use when an agent needs to add files, data from URLs, or external knowledge during interactions. Trigger this tool when 1. is explicitly requested adding files or knowledge; 2. identifies valuable resources worth importing; 3. the user mentioned adding to OV/OpenViking/Context Database. This skill helps how to use CLI like ov add-resource, ov add-skill and ov add-memory to add resource data, skill files, memory files to OpenViking.
女娲造人：输入人名/主题/甚至只是模糊需求，自动深度调研→思维框架提炼→生成可运行的人物Skill。 两种入口：(1)明确人名→直接蒸馏 (2)模糊需求→诊断推荐→再蒸馏。 触发词：「造skill」「蒸馏XX」「女娲」「造人」「XX的思维方
女娲造人：输入人名/主题/甚至只是模糊需求，自动深度调研→思维框架提炼→生成可运行的人物Skill。 两种入口：(1)明确人名→直接蒸馏 (2)模糊需求→诊断推荐→再蒸馏。 触发词：「造skill」「蒸馏XX」「女娲」「造人」「XX的思维方式」「做个XX视角」「更新XX的skill」。 模糊需求也触发：「我想提升决策质量」「有没有一种思维方式能帮我...」「我需要一个思维顾问」。
Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is th
Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.
Workflows that require stronger human review than this catalog entry documents.
需要比当前目录条目更严格人工复核的工作流。
Workflows that require stronger human review than this catalog entry documents.
需要比当前目录条目更严格人工复核的工作流。
Workflows that require stronger human review than this catalog entry documents.
需要比当前目录条目更严格人工复核的工作流。
Tell us your pain points and we'll go look.把你的痛点告诉我们，我们会去找。