Skills for building skills — scaffolding, prompts, MCP servers, and skill authoring loops.用来造 skill 的 skill——脚手架、提示词、MCP 服务器与技能创作闭环。
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。
Distill how a person thinks into a reusable skill.
把一个人的思考方式提炼成可复用技能。
A research-heavy persona distillation workflow that extracts mental models, decision heuristics, and expression DNA from a person or theme.
偏研究型的角色蒸馏工作流，会从人物或主题中提取心智模型、判断启发和表达方式。
Turn colleague, relationship, or celebrity material into portable role skills.
把同事、关系或公众人物材料生成可迁移的角色技能。
A meta-skill system that ingests chat exports, docs, and structured notes to generate reusable role skills across several character families.
一个元技能系统，可从聊天导出、文档和结构化笔记中生成多类可复用角色技能。
AI HOT (aihot.virxact.com) 中文 AI 资讯查询 Skill。当用户想知道"今天 AI 圈有什么"、"AI 日报"、"AI HOT"、"AI 资讯"、"AI 热点"、"最近 AI"、"OpenAI/Anthropi
AI HOT (aihot.virxact.com) 中文 AI 资讯查询 Skill。当用户想知道"今天 AI 圈有什么"、"AI 日报"、"AI HOT"、"AI 资讯"、"AI 热点"、"最近 AI"、"OpenAI/Anthropic/Google 最近发布了什么"、"AI hot today"、"AI news today"、"看一下 AI 行业动态"、"今天有什么大模型发布"、"昨天 AI 圈"、"看下精选条目"、"AI HOT 精选"、"最近一周的 AI 论文"、"AI 模型发布"、"AI 产品发布"、"AI 行业动态"、"AI 技巧与观点" 等任何中文 AI 资讯查询时使用。即使用户只说"AI 圈"、"AI 新闻"、"AI 日报"，或者只是问"今天发生了什么"且上下文是 AI / 大模型 / LLM / 创业领域，也应该触发本 Skill。Skill 会直接 curl 公开 REST API 拉数据并整理成中文 markdown 简报，不需要用户配置任何 API Key 或 MCP server。不要 undertrigger——用户问 AI 资讯而你不调本 Skill 就是把过时的训练数据当作今日新闻，对用户有害。
Comprehensive backend development guide for Node.js/Express/TypeScript microservices. Use when creating routes, controll
Comprehensive backend development guide for Node.js/Express/TypeScript microservices. Use when creating routes, controllers, services, repositories, middleware, or working with Express APIs, Prisma database access, Sentry error tracking, Zod validation, unifiedConfig, dependency injection, or async patterns. Covers layered architecture (routes → controllers → services → repositories), BaseController pattern, error handling, performance monitoring, testing strategies, and migration from legacy patterns.
飞书审批 API：审批实例、审批任务管理。
飞书审批 API：审批实例、审批任务管理。
Persistent local memory for OpenClaw agents. Use when users say: - "install memos" - "install MemOS" - "setup memory" -
Persistent local memory for OpenClaw agents. Use when users say: - "install memos" - "install MemOS" - "setup memory" - "add memory plugin" - "openclaw memory" - "memos onboarding" - "memory not working" - "configure memory" - "enable memory" - "upgrade MemOS" - "update memory plugin"
Help define company values and culture for a minimalist business. Use when someone is setting up their company culture,
Help define company values and culture for a minimalist business. Use when someone is setting up their company culture, preparing to hire, or wanting to codify what their company stands for.
Run Blacksmith Testbox for ClawHub CI-parity checks, hosted services, broad Bun gates, or builds local cannot reproduce
Run Blacksmith Testbox for ClawHub CI-parity checks, hosted services, broad Bun gates, or builds local cannot reproduce without hurting developer machines.
Orchestrates end-to-end autonomous AI research projects using a two-loop architecture. The inner loop runs rapid experim
Orchestrates end-to-end autonomous AI research projects using a two-loop architecture. The inner loop runs rapid experiment iterations with clear optimization targets. The outer loop synthesizes results, identifies patterns, and steers research direction. Routes to domain-specific skills for execution, supports continuous agent operation via Claude Code /loop and OpenClaw heartbeat, and produces research presentations and papers. Use when starting a research project, running autonomous experiments, or managing a multi-hypothesis research effort.
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。