Skill rating

This skill should be used when the user asks to "analyze competitors", "assess competitive landscape", "identify differentiation", "evaluate market positioning", "apply Porter's Five Forces", or reque

Configure and validate OpenClaw memory recall for persistent context. Use when enabling memory_search/memory_get, fixing poor memory recall, or setting up MEMORY.md + memory/*.md workflows in an OpenC

Expert in secure mobile coding practices specializing in input validation, WebView security, and mobile-specific security patterns. Use PROACTIVELY for mobile security implementations or mobile securi

Audit Node.js HTTP servers and web apps for security vulnerabilities. Checks OWASP Top 10, CORS, auth bypass, XSS, path traversal, hardcoded secrets, missing headers, rate limiting, and input validati

Guide for quality focused software architecture. This skill should be used when users want to write code, design architecture, analyze code, in any case that relates to software development.

System health and security monitoring skill with 8-layer monitoring system. Provides real-time health scoring, security reporting, and performance analysis. Use when: checking system status, monitorin

Analyze Uniswap pool data including liquidity distribution, fee tiers, tick ranges, and TVL. Use when the user asks about pool metrics, liquidity analysis, or wants to query on-chain pool state.

Scan AWS accounts for security misconfigurations and vulnerabilities. Use when user asks to audit AWS security, check for misconfigurations, find exposed S3 buckets, review IAM policies, check securit

MUST use after completing any multi-step task or project. Verifies completion against the original plan, checks quality criteria, and documents outcomes.

Self-learning system for crypto trading. Logs trades with full context (indicators, market conditions), analyzes patterns of wins/losses, and auto-updates trading rules. Use to log trades, analyze per

Deterministic daily stock analysis skill for global equities. Use when users need daily analysis, next-trading-day close prediction, prior forecast review, rolling accuracy, and reliable markdown repo

Autonomous multi-agent task orchestration with dependency analysis, parallel tmux/Codex execution, and self-healing heartbeat monitoring. Use for large projects with multiple issues/tasks that need co

Extract business email addresses and contact information from websites. Find emails on company pages, directories, and search results. Verify email validity. Build lead lists for outreach with residen

Meta-skill that orchestrates logging, monitoring, error handling, performance, security, deployment, and testing skills to ensure a service is fully production-ready before launch. Use before first de

Analyze websites and domains using SimilarWeb traffic data. Get traffic metrics, engagement stats, global rankings, traffic sources, and geographic distribution for comprehensive website research.

Technology stack evaluation and comparison with TCO analysis, security assessment, and ecosystem health scoring. Use when comparing frameworks, evaluating technology stacks, calculating total cost of

Full observability stack for OpenClaw agents. Installs four tools: (1) weekly throughput dashboard (tasks/cost/quality), (2) decision audit log (why decisions were made), (3) failure trace capture (wh

Classify current crypto macro regime (Risk-On / Risk-Off / Neutral) using Fear & Greed Index, BTC dominance, Reddit sentiment, on-chain signals, and macro news. Returns regime label, bias direction, a

Optimize OpenClaw token usage and cost by auditing context injection, trimming workspace files (AGENTS.md/SOUL.md/MEMORY.md and daily memory), enabling prompt caching, heartbeat, context pruning, comp

Contribute scientific research findings to the Research Swarm TNBC (Triple-Negative Breast Cancer) mission. Use when user wants to participate in multi-agent scientific research platform - register as

Automatically assess task complexity and adjust reasoning level. Triggers on every user message to evaluate whether extended thinking (reasoning mode) would improve response quality. Use this as a pre

Error handling patterns across languages and layers — operational vs programmer errors, retry strategies, circuit breakers, error boundaries, HTTP responses, graceful degradation, and structured loggi

Quick conversion audit for any homepage or landing page. Use when someone asks to "review my homepage," "audit my landing page," "why isn't my page converting," "check my website," "improve my homepag

Assist community moderation with summaries, spam detection suggestions, and draft replies for Discord or Telegram. Use when a user wants moderation help, rule reminders, or daily summaries without aut

Adversarial plan review using two different AI models. Supports static mode (fixed roles) and alternating mode (models swap writer/reviewer each round, fully autonomous). Use when building features to

Manage major dependency version upgrades with compatibility analysis, staged rollout, and comprehensive testing. Use when upgrading framework versions, updating major dependencies, or managing breakin

MCP server providing profanity detection tools for AI assistants. Use when reviewing batches of user content, auditing comments for moderation reports, analyzing text for profanity before publishing,

Analyze resumes and design interview strategies using evidence-based methodology. Transforms interview prep from "read resume → ask questions" into "define standard → forensic evidence → future simula

Generate RBAC permission configs from your routes. Use when you need role-based access control without building it from scratch.

Organized research and knowledge management for agents. Use when you need to structure, store, retrieve, and export research notes across topics. Supports adding notes with tags, listing topics, searc

Optimize Vercel build and deploy speed — audit checklist for new and existing projects.

Require fresh verification evidence before claiming work is complete. Use ALWAYS before any completion claim, commit, push, PR, or status report. Prevents false completion claims.

Build and review vocabulary from books, podcasts, and daily encounters. Use when the user wants to READ a book, shares a new word, asks about a word while reading a book, requests a vocabulary quiz, a

Measure compositional structure in AI-generated images using the Visual Thinking Lens (VTL) framework. Detects default-mode bias (center lock, radial collapse, low tension) and generates targeted re-p

Use ActivityWatch to analyze user's computer activity (Requires Node.js)

AprilTag corner detection for camera calibration and pose estimation. Use when working with pywayne.cv.apriltag_detector module to detect AprilTag fiducial markers in images, with automatic library in

Systematically reproduces, locates, and diagnoses frontend bugs using steps, hypotheses, DevTools, and minimal repro. Use when 排查bug, bug定位, 调试, debugging, 复现问题, or investigating frontend issues.

Query and analyze personal finance data from the Copilot Money Mac app. Use when the user asks about their spending, transactions, account balances, budgets, or financial trends from Copilot Money.

Generate a comprehensive influencer vetting report. Use when someone asks to vet, analyze, or review an influencer/creator. Takes a creator profile URL or video URLs and produces a brand safety and co

Structured work tracking methodology using Plans. Use when creating, managing, reviewing, or delegating plans for significant work. Covers plan lifecycle (draft, approved, in_progress, completed, arch

Automates live portfolio tracking and analysis using browser automation on Yahoo Finance. Fetches real-time prices for Vish's 27 stocks/ETFs + 4 cryptos, updates portfolio-tracker.md, generates perfor

Scrape, analyze, and summarize product reviews from multiple platforms (Amazon, Google, Yelp, TripAdvisor). Extract key insights, sentiment analysis, pros/cons, and recommendations. Use when researchi

Deep investigation across multiple sources with analysis. Creates comprehensive reports. Use when user says "deep research", "investigate", "thorough analysis".

AI operational modes (brainstorm, implement, debug, review, teach, ship, orchestrate). Use to adapt behavior based on task type.

Expert firmware analyst specializing in embedded systems, IoT security, and hardware reverse engineering. Masters firmware extraction, analysis, and vulnerability research for routers, IoT devices, au

Migrate email, contacts, and calendars from Google Workspace (Gmail) to Microsoft 365 (Outlook/Exchange Online). Use when a user asks to migrate from Gmail to Outlook, transfer emails from Google Work

Validate and troubleshoot the hybrid database system used by OpenClaw agents (Pulse task DB + RAG Pinecone stack). Use when asked to check setup, connection status, or run a database health test acros

📊 专业期权策略分析器 — 期权链、Greeks、IV分析、策略推荐一站式解决！ 使用 yfinance 获取实时期权数据，Black-Scholes 计算 Greeks。 触发条件: 用户询问期权链、Greeks计算、IV分析、期权策略分析、策略推荐、 Iron Condor/Butterfly/Straddle/Strangle/Spread等策略、"分析期权"、 "推荐期权策略"、"看涨/

Migrate email, contacts, and calendars from Microsoft Outlook (Office 365 / Exchange / PST) to Google Workspace (Gmail). Use when a user asks to migrate from Outlook to Gmail, transfer emails from Mic

Use when managing Ralph orchestration loops, analyzing diagnostic data, debugging hat selection, investigating backpressure, or performing post-mortem analysis