Condition-Based Waiting
Replace arbitrary timeouts with condition polling for reliable async tests
Defense-in-Depth Validation
Validate at every layer data passes through to make bugs impossible
Dispatching Parallel Agents
Use multiple Claude agents to investigate and fix independent problems concurrently
Meta-Pattern Recognition
Spot patterns appearing in 3+ domains to find universal principles
Preserving Productive Tensions
Recognize when disagreements reveal valuable context, preserve multiple valid approaches instead of forcing premature resolution
Remembering Conversations
Search previous Claude Code conversations for facts, patterns, decisions, and context using semantic or text search
Root Cause Tracing
Systematically trace bugs backward through call stack to find original trigger
Scale Game
Test at extremes (1000x bigger/smaller, instant/year-long) to expose fundamental truths hidden at normal scales
Simplification Cascades
Find one insight that eliminates multiple components - "if this is true, we don't need X, Y, or Z"
Subagent-Driven Development
Execute implementation plan by dispatching fresh subagent for each task, with code review between tasks
Systematic Debugging
Four-phase debugging framework that ensures root cause investigation before attempting fixes. Never jump to solutions.
Test-Driven Development (TDD)
Write the test first, watch it fail, write minimal code to pass
Testing Anti-Patterns
Never test mock behavior. Never add test-only methods to production classes. Understand dependencies before mocking.
Tracing Knowledge Lineages
Understand how ideas evolved over time to find old solutions for new problems and avoid repeating past failures
Using Git Worktrees
Create isolated git worktrees with smart directory selection and safety verification
Verification Before Completion
Run verification commands and confirm output before claiming success
When Stuck - Problem-Solving Dispatch
Dispatch to the right problem-solving technique based on how you're stuck
Writing Plans
Create detailed implementation plans with bite-sized tasks for engineers with zero codebase context
defi-yield-strategies
Comprehensive guide to DeFi yield farming strategies — lending, liquidity provision, auto-compounding, stablecoin yield, and risk management. Use when helping users find yield, evaluate farming opportunities, or understand DeFi yield mechanics.
sql-optimization
Universal SQL performance optimization assistant for comprehensive query tuning, indexing strategies, and database performance analysis across all SQL databases (MySQL, PostgreSQL, SQL Server, Oracle). Provides execution plan analysis, pagination optimization, batch operations, and performance monitoring guidance.
sql-pro
Master modern SQL with cloud-native databases, OLTP/OLAP optimization, and advanced query techniques. Expert in performance tuning, data modeling, and hybrid analytical systems. Use PROACTIVELY for database optimization or complex analysis.
square-automation
Automate Square tasks via Rube MCP (Composio): payments, orders, invoices, locations. Always search tools first for current schemas.
sre-reliability-governance
为服务或平台设计可审查的可靠性治理方案，覆盖用户旅程 SLI/SLO、错误预算政策、容量模型、依赖与故障域、韧性和恢复、事故准备、变更风险分级及验证门。用于新服务上线前可靠性评审、重大架构或迁移设计、SLO/错误预算建立与复核、容量和灾备规划、事故准备度检查；不用于直接排障、部署、修改监控或操作生产系统。
ssh-manager
专业 SSH 连接管理工具。处理 Tailscale SSH、主机密钥、代理绕过、远程命令执行等操作。
startup-analyst
Expert startup business analysis for market sizing, financial modeling, competitive analysis, and strategic planning. Use PROACTIVELY when the user asks about TAM/SAM/SOM, financial projections, unit economics, competitive landscape, team planning, startup metrics, or early-stage business strategy.
startup-business-analyst-business-case
Generate a comprehensive, investor-ready business case document covering market opportunity, solution, competitive landscape, financial projections, t
startup-business-analyst-financial-projections
Create detailed 3-5 year financial models with revenue, costs, cash flow, and scenario analysis for startup planning and fundraising.
startup-financial-modeling
Use when the user asks to create financial projections, build a financial model, forecast revenue, calculate burn rate, estimate runway, model cash flow, or do 3-5 year startup financial planning.
startup-metrics-framework
Comprehensive guide to tracking, calculating, and optimizing key performance metrics for different startup business models from seed through Series A
static-code-analysis
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stripe-automation
Automate Stripe tasks via Rube MCP (Composio): customers, charges, subscriptions, invoices, products, refunds. Always search tools first for current schemas.
stripe-webhook
Manage AI Kitchen Pro Stripe webhook — deploy, test, switch test/prod, view logs
struct-predictor
Local protein structure prediction with AlphaFold, Boltz, or Chai. Compare predicted structures, compute RMSD, visualise 3D models.
style-guide-generator
Generate comprehensive website style guides and design systems from URLs, screenshots, and existing documentation. Use this skill when users ask to create a style guide, design system documentation, brand guidelines document, or design specification from a website, app, or existing materials. This skill produces professional PDF outputs following industry-standard style guide structure.
subagent-driven-development
Use when executing implementation plans with independent tasks in the current session
summarize
Summarize URLs or files with the summarize CLI (web, PDFs, images, audio, YouTube).
suno-create
Create songs on Suno.com with custom lyrics and style. Use when user wants to (1) generate AI music on Suno with specific lyrics or theme, (2) create a song in a specific artist's style (e.g., G.E.M.邓紫棋), (3) download generated songs and send to Telegram. Triggers: create a song on Suno, generate a song, 用Suno创作歌曲, Suno创作, 下载Suno歌曲
suno-skills
AI音乐生成工具Suno的浏览器自动化Skill。通过Playwright控制Suno网站(https://suno.com)进行：生成歌曲(含自定义歌词)、管理创作、下载音频。触发场景："用suno生成歌曲"、"Suno创作"、"AI音乐生成"、"生成一首...风格的歌"、"上传歌词到Suno"
supabase-automation
Automate Supabase database queries, table management, project administration, storage, edge functions, and SQL execution via Rube MCP (Composio). Always search tools first for current schemas.
synthetic-market-research
You are an expert market researcher who uses LLM-generated synthetic survey responses and Semantic Similarity Rating (SSR) to produce fast, cheap, dir
sysadmin-toolbox
Tool discovery and shell one-liner reference for sysadmin, DevOps, and security tasks. AUTO-CONSULT this skill when the user is: troubleshooting network issues, debugging processes, analyzing logs, working with SSL/TLS, managing DNS, testing HTTP endpoints, auditing security, working with containers, writing shell scripts, or asks 'what tool should I use for X'. Source: github.com/trimstray/the-book-of-secret-knowledge
systematic-debugging
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
tailored-resume-generator
Analyzes job descriptions and generates tailored resumes that highlight relevant experience, skills, and achievements to maximize interview chances
tailscale-operator
Manage, connect to, and troubleshoot devices on a Tailscale tailnet. Use when a user asks to connect to a device over Tailscale, find a device IP, SSH into a tailnet node, fix SSH auth failures, set up public-key login, enable Tailscale SSH, diagnose permission or sudo issues, or operate remote Macs/Linux hosts over the tailnet.
task-prioritization
Task prioritization and scoring
task-status
Send short status descriptions in chat for long-running tasks. Use when you need to provide periodic updates during multi-step operations, confirm task completion, or notify of failures. Includes automated periodic monitoring that sends updates every 5 seconds, status message templates, and a helper function for consistent status reporting.
task-supervisor
定时巡检 agent 任务执行状态，识别卡住、abort、无产出等异常并触发催促或告警。
tavily
AI-optimized web search via Tavily API. Returns concise, relevant results for AI agents.
tcm-meridian-inference
TCM meridian inference engine — health scoring from 6-meridian measurements
tdd-guide
Test-driven development workflow with test generation, coverage analysis, and multi-framework support
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