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Test-Driven Development (TDD) Write the test first, watch it fail, write minimal code to pass

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Testing Anti-Patterns Never test mock behavior. Never add test-only methods to production classes. Understand dependencies before mocking.

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thinking-andy-grove 蒸馏Andy Grove思维模式的实用框架——高产出管理、OKR、战略转折点、只有偏执狂才能生存

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thinking-charlie-munger 蒸馏查理·芒格《穷查理宝典》——多元思维模型、逆向思维、25种误判心理学、Lollapalooza效应、能力圈决策框架

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thinking-dershowitz 蒸馏Alan Dershowitz思维模式的实用框架——律师思维、证据链、合理怀疑、辩护策略

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thinking-dj-patil 蒸馏DJ Patil的数据科学思维、数据产品化、数据驱动决策的实用框架

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thinking-elon-musk 蒸馏Elon Musk思维模式的实用框架。当需要第一性原理、硬核工程、快速迭代式思考时激活。

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thinking-feynman 蒸馏Richard Feynman的费曼学习法、第一性原理物理思维与怀疑精神的实用框架

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thinking-jeff-bezos 蒸馏Jeff Bezos思维模式的实用框架——Day 1心态、客户倒推、飞轮效应、两个披萨团队

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thinking-jensen-huang 蒸馏Jensen Huang思维模式的实用框架。当需要加速计算愿景、生态平台思维、长期技术押注式思考时激活。

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thinking-kelsey-hightower 蒸馏Kelsey Hightower的Kubernetes布道、云原生哲学、实用主义的实用框架

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thinking-lessig 蒸馏Lawrence Lessig思维模式的实用框架——代码即法律、创用CC、互联网自由、制度腐败分析

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thinking-munger 蒸馏 Charlie Munger（Berkshire Hathaway）思维模式的实用框架：多元思维模型、反向思考、lollapalooza效应

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thinking-ogilvy 蒸馏David Ogilvy思维模式的实用框架——广告教父、调研驱动、大创意、品牌形象

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thinking-seth-godin 蒸馏Seth Godin思维模式的实用框架——紫牛法则、许可营销、最小可行受众

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thinking-simon 蒸馏 Jim Simons（文艺复兴科技）思维模式的实用框架：量化思维、大量小交易、数学即优势

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token-reporter 每日自动统计 OpenClaw 实例 Token 消耗和工作产出，上报到飞书多维表格。扫描 JSONL 日志按模型聚合 token，收集各 agent 当…

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Tracing Knowledge Lineages Understand how ideas evolved over time to find old solutions for new problems and avoid repeating past failures

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virtual-singer-mv-script Virtual singer MV script generator — audio analysis to video storyboard pipeline

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watchers-run Automatic trigger monitoring for leads

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wechat-pipeline 公众号文章全自动流水线：写作→封面→发布。三段式编排 wechat-article-writer / code-to-image / md2wechat， 每段设断点检查…

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whatsapp-outreach-run Automatic WhatsApp outreach agent run

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yijing-divination 易经占卜系统。支持铜钱法、蓍草法起卦，生成本卦、互卦、变卦，提供Oracle Voice诠释。当用户请求占卜、问卦、易经解读、或…

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5minbtc BTC 5分钟K线实时方向预测。v5.6冲突检测引擎，11正交因子+momentum/decel冲突降权+V反转+放量突破+Chainlink价格对齐+Platt …

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agent-task-confirm Use when confirming whether a dispatched agent task was actually received, activated, and progressing after sessions_…

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agent-team-orchestration-v3-public Build and run multi-agent content production teams on OpenClaw with single-repo architecture, symlink-based file shar…

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aigc-director

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alpha101 WorldQuant 101 Formulaic Alphas — 因子计算、IC测试、回测一体化工具包。 基于Kakushadze (2015) 论文，提供101个价量/波动…

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analytics-tracking Design, audit, and improve analytics tracking systems that produce reliable, decision-ready data. Use when the user w…

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backend-development-nodejs Node.js后端开发专家。精通NestJS、Express、Koa等框架，以及TypeScript、Prisma、Redis等技术栈。 适用场景： - 企业级应用…

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backend-development-python Python后端开发专家。精通FastAPI、Django、Flask等框架，以及Pydantic、SQLModel、Alembic、Playwright等Python生态最佳实践…

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backend-patterns Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express…

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chirp X/Twitter CLI using OpenClaw browser tool. Use when the user wants to interact with X/Twitter: reading timeline, post…

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claude-optimised Guide for writing and optimizing CLAUDE.md files for maximum Claude Code performance. Use when creating new CLAUDE.md…

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clawdbot-backup Backup and restore ClawdBot configuration, skills, commands, and settings. Sync across devices, version control with …

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code-moment-switch-model 代码时刻切模型：当用户要改代码/写项目/重构/修 bug/新增功能/写 Dockerfile 或 docker-compose/nginx/caddy/systemd/部署运…

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content-factory-dispatcher 内容工厂调度中心 - 使用 Ralph CEO 循环调度内容团队完成端到端内容生产。触发词：内容工厂流水线、跑内容、调度内容团队、c…

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cross-team-comm 通过 Tailscale、SSH、Gateway API 与 sessions_send 实现跨团队、跨实例的 OpenClaw 协作通信。

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cursor-agent A comprehensive skill for using the Cursor CLI agent for various software engineering tasks (updated for 2026 feature…

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domestic-acquisition 聚焦中国大陆市场客户获取与线索转化的模块化 skills 包索引。用于规划、创建、验收和迭代国内获客相关子模块，如企业线索采…

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expense-tracker Manage expense tracker bot — deploy, check expenses, export data, sync locally

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fal-api Generate images, videos, and audio via fal.ai API (FLUX, SDXL, Whisper, etc.)

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firecrawl-cli Firecrawl CLI for web scraping, crawling, and search. Scrape single pages or entire websites, map site URLs, and sear…

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git-sync Automatically syncs local workspace changes to the remote GitHub repository. Use after significant changes or periodi…

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gitclaw Back up the OpenClaw agent workspace to a GitHub repo and keep it synced via a cron-driven commit/push script.

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github Interact with GitHub using the `gh` CLI. Use `gh issue`, `gh pr`, `gh run`, and `gh api` for issues, PRs, CI runs, an…

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god-mode Developer oversight and AI agent coaching. Use when viewing project status across repos, syncing GitHub data, or anal…

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google-web-search Enables grounded question answering by automatically executing the Google Search tool within Gemini models. Use when …

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greenhelix-agent-workforce-orchestration Agent Workforce Orchestration: Hybrid Human+AI Teams. Build agent-led workforce orchestration: capability matching, e…

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humanizer Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and …

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