让 Agent 学会更多事

定位 Python 脚本的性能瓶颈，集成 cProfile、tracemalloc 和 line_profiler，一键执行 CPU 热点函数、内存分配或逐行耗时分析，并可输出 JSON 报告。当用户提到优化脚本、分析性能、定位 CPU 或内存热点、进行逐行分析，或询问代码为什么慢、如何加速、内存泄漏等问题时触发。

女娲造人。输入人名/主题/甚至是模糊需求，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”。

在前端代码库（React/TypeScript、Vue等）中搭建、审计和规范国际化/本地化流程，包括配置i18n框架、将硬编码字符串替换为翻译键、确保en-US/zh-CN等语言文件覆盖完整、映射本地化错误消息，并校验翻译键一致性、复数规则和格式化。当用户需要实施或审查多语言支持，提及i18n、本地化、翻译键、多语言文件，或询问如何替换硬编码字符串、配置react-i18next/next-intl、处理复数规则、进行语言审计时触发。

Generates complete technical tutorials from prerequisites and environment setup to core steps, troubleshooting, and a final cheatsheet. Trigger on requests to write a tutorial, create a setup guide, organize steps for beginners, or keywords like step-by-step, quickstart, or how-to guide.

Explore a codebase to find opportunities for architectural improvement, focusing on making the codebase more testable by deepening shallow modules. Use when user wants to improve architecture, find refactoring opportunities, consolidate tightly-coupled modules, or make a codebase more AI-navigable.

Swarm-aware backend building that grafts tRPC + Drizzle ORM + Hono onto an existing webapp-building-swarm frontend. Grafts in place on a worktree of the shared repo (created via swarm-workspace) and commits on a backend branch the main agent merges. Supports incremental features (db, auth) and fullstack-template provisioning (--template). Use when the user needs a backend, API, database, server, or authentication in a swarm setup. Requires webapp-building-swarm first.

Backend building that grafts tRPC + Drizzle ORM + Hono onto an existing webapp-building frontend. Supports incremental features (db, auth). Use when the user needs a backend, API, database, server, authentication, or wants to add tRPC/Drizzle to their webapp-building project. Requires webapp-building first.