Testing Anti-Patterns
Never test mock behavior. Never add test-only methods to production classes. Understand dependencies before mocking.
Test-Driven Development (TDD)
Write the test first, watch it fail, write minimal code to pass
Systematic Debugging
Four-phase debugging framework that ensures root cause investigation before attempting fixes. Never jump to solutions.
Subagent-Driven Development
Execute implementation plan by dispatching fresh subagent for each task, with code review between tasks
Simplification Cascades
Find one insight that eliminates multiple components - "if this is true, we don't need X, Y, or Z"
tdd-guide
Test-driven development workflow with test generation, coverage analysis, and multi-framework support
Scale Game
Test at extremes (1000x bigger/smaller, instant/year-long) to expose fundamental truths hidden at normal scales
tdd-workflow
Use this skill when writing new features, fixing bugs, or refactoring code. Enforces test-driven development with 80%+ coverage including unit, integration, and E2E tests.
Root Cause Tracing
Systematically trace bugs backward through call stack to find original trigger
Remembering Conversations
Search previous Claude Code conversations for facts, patterns, decisions, and context using semantic or text search
Preserving Productive Tensions
Recognize when disagreements reveal valuable context, preserve multiple valid approaches instead of forcing premature resolution
Meta-Pattern Recognition
Spot patterns appearing in 3+ domains to find universal principles
Inversion Exercise
Flip core assumptions to reveal hidden constraints and alternative approaches - "what if the opposite were true?"
Executing Plans
Execute detailed plans in batches with review checkpoints
Dispatching Parallel Agents
Use multiple Claude agents to investigate and fix independent problems concurrently
telegram-contacts
Export/import/lookup Telegram contacts
Defense-in-Depth Validation
Validate at every layer data passes through to make bugs impossible
Condition-Based Waiting
Replace arbitrary timeouts with condition polling for reliable async tests
Collision-Zone Thinking
Force unrelated concepts together to discover emergent properties - "What if we treated X like Y?"
Brainstorming Ideas Into Designs
Interactive idea refinement using Socratic method to develop fully-formed designs
software-architecture-design
Designs system structure across monolith/microservices/serverless. Use when structuring systems, scaling, decomposing monoliths, or choosing patterns.
social-media-poster
社媒内容自动发布 - 支持多平台内容一键发布、定时推送、效果追踪。适用于自媒体、运营，品牌方。
social-content
When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, Facebook, or other platforms. Also use when the user mentions 'LinkedIn...
slidev-multi-agent
Create, edit, theme, build, and export Slidev presentations using a script-first workflow with detailed local references. Use when working on Slidev decks, themes, layouts, exports, or hosting. Always consult references/index.md first and execute via scripts when available.
skill-finder-cn
Skill 查找器 | Skill Finder. 帮助发现和安装 ClawHub Skills | Discover and install ClawHub Skills. 回答'有什么技能可以X'、'找一个技能' | Answers 'what skill can X', 'find a skill'. 触发词：找 skill、find skill、搜索 skill.
slack-automation
Automate Slack messaging, channel management, search, reactions, and threads via Rube MCP (Composio). Send messages, search conversations, manage channels/users, and react to messages programmatically.
skills-search
Search skills.sh registry from CLI. Find and discover agent skills from the skills.sh ecosystem.
team-coordinator
团队协调与智能任务分配。作为高管，将用户任务拆解并分配给最合适的员工 agent 执行，协调多 agent 并行协作，汇总审核产出。
skillforge
Intelligent skill router and creator. Analyzes ANY input to recommend existing skills, improve them, or create new ones. Uses deep iterative analysis with 11 thinking models, regression questioning, evolution lens, and multi-agent synthesis panel. Phase 0 triage ensures you never duplicate existing functionality.
skill-security-auditor
Scan and audit AI agent skills for security risks before installation. Produces a
skill-security-audit
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skill-search-optimizer
Optimize agent skills for discoverability on ClawdHub/MoltHub. Use when improving search ranking, writing descriptions for semantic search, understanding how the registry indexes skills, testing search visibility, or analyzing why a skill isn't being found.
telegram-groups
Posting, members, Telegram group management
telegram-inbound-run
Automatic inbound Telegram message processing
telegram-push
通过独立 Telegram Bot 向群聊或私聊推送消息，适合不依赖 OpenClaw channel 配置的通知场景。
team-daily-report
自动汇总团队内 agent、cron、skill 进展与关键事件，生成并推送结构化日报。
tech-selection-research
Use when the user wants to research, compare, or evaluate a technology, framework, platform, or engineering tool for product R&D decision-making, such as "调研 FastAPI", "技术选型", "compare Spring Boot vs NestJS", "写 ADR", "评估是否适合", "PoC 方案", or "technology radar".
technical-analysis
Master of price action, chart patterns, and technical indicators - combining classical Wyckoff/Dow theory with modern quantitative validation for edge identificationUse when "technical analysis, chart pattern, indicator, RSI, MACD, support resistance, trend, candlestick, price action, fibonacci, trading, technical-analysis, charts, indicators, price-action, patterns, support-resistance, trend-following" mentioned.
telegram-automation
Automate Telegram tasks via Rube MCP (Composio): send messages, manage chats, share photos/documents, and handle bot commands. Always search tools first for current schemas.
telegram-check
Check inbound Telegram messages
rss-automation
RSS feed aggregation and monitoring. Parse RSS/Atom feeds, filter entries,
shopify-automation
Automate Shopify tasks via Rube MCP (Composio): products, orders, customers, inventory, collections. Always search tools first for current schemas.
show-today
Priority tasks for today — checks live sources (email, calendar) before showing stale CSV data
showcase-video-builder
Build polished showcase and demo videos from screenshots, avatars, and text overlays using ffmpeg. Use when creating demo reels, hackathon presentations, product walkthroughs, or social media video content from static assets. Requires ffmpeg.
shrimp-coach
训练垂直领域 agent 的教练型 skill，用于按宪章、手册和复盘机制持续提升 agent 能力。
silicon-performance-reviewer
Quarterly Silicon Agent performance evaluation with ByteDance-style calibration, forced distribution ranking, dual-track (technical/management) assessment, and automated score calculation. Includes real evaluation forms, calibration meeting scripts, and PIP templates.
skill-amazon-ads
Amazon Ads API v3 skill for OpenClaw agents. List profiles, manage Sponsored Products campaigns, view budgets and performance. Works with any advertiser account.
skill-config-checker
扫描本地所有 skills，检测需要配置的 API keys、tokens、secrets 等，生成配置需求清单和操作指南。
test-automator
Master AI-powered test automation with modern frameworks, self-healing tests, and comprehensive quality engineering. Build scalable testing strategies with advanced CI/CD integration. Use PROACTIVELY for testing automation or quality assurance.
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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