Skill rating

Research a topic through RedNote/Xiaohongshu discussion signals using either public-web mode (no login) or optional login-enhanced browser review when the user explicitly chooses deeper access. Use wh

Access BirdWeather PUC station data — species detections, sensor readings (AQI, temperature, humidity, pressure, eCO₂, sound dB), and historical trends. Use when the user asks about backyard birds, wh

Route high-value content into a Notion workspace with a quality gate, destination mapping, and exact MCP write patterns. ALWAYS trigger when the user says "save this to Notion", "put this in my brain"

Dynamically select the best AI model for a task based on complexity, cost, and availability in GitHub Copilot. Use when deciding between free/paid models, or when you want automatic model routing base

Task tracking for async/multi-step work. Use dex to create, track, and complete tasks that span multiple sessions or require coordination (e.g., coding agent dispatches, PR reviews, background jobs).

Analyze OpenClaw skill ecosystem — dependencies, orphan detection, ecosystem health score, impact analysis, and skill relationships. Use when the user asks about skill relationships, "what depends on

Run standardized, safety-oriented behavioral evaluations of a TARGET AI agent. Injects controlled diagnostic probes (authority-pressure resistance, false-premise / hallucination grounding, implicit-bi

Create academic literature review presentation slides (PPTX) from research papers or articles. Use when the user wants to summarize academic literature into a presentation, create a literature report

Analyze cryptocurrency support and resistance levels. Use when users ask about crypto price analysis, support/resistance levels, technical analysis for BTC, ETH, or other cryptocurrencies. Provides cu

Install OpenClaw WORKSPACE_GOVERNANCE in minutes. Get guided setup, upgrade checks, migration, and audit for long-running workspaces.

A medical-research-native literature reading skill for users with clinical, bioinformatics, translational, and basic experimental backgrounds. Use this skill whenever a user wants to read, analyze, cr

帮助记录每餐摄入、睡眠质量以及运动锻炼恢复情况，并提供全自动飞书持久化与报表引擎。 Track meals, sleep quality, and workouts with automated Feishu persistence and reporting. Use when the user asks to log calories, analyze meal photos, interpr

Professional football bet analysis skill. Generates data-driven bet slips based on form, H2H, standings, injuries and value analysis. Includes result tracking with hitrate and ROI. Use when the user a

Validate and lint tsconfig.json files for common mistakes, conflicting compiler options, strictness gaps, and best practices. Use when asked to lint, validate, audit, or check TypeScript configuration

Find email addresses for a domain by combining website scraping, search dorking, pattern guessing, DNS analysis, and SMTP verification. Use when prospecting leads, finding contact emails for outreach,

Audit agent skills for platform lock-in and cross-agent compatibility. Use when checking if a skill is portable, making a skill work across multiple agents (OpenClaw, Claude Code, Codex, etc.), fixing

Capture key frames from video files at fixed time intervals. Use when you need to understand video content by extracting screenshots, or when you need to analyze video frames for content recognition.

Analyze and optimize a skill for discoverability on ClawHub, skills.sh, and similar skill directories. Use when you need to improve naming, slug choice, SKILL.md descriptions, query coverage, examples

Use when completing tasks, implementing major features, or before merging to verify work meets requirements

Execute plans via delegate_task subagents (2-stage review).

Pre-commit review: security scan, quality gates, auto-fix.

Structured LLM outputs validated with Pydantic.

Audit codebases and infrastructure for security issues. Use when scanning dependencies for vulnerabilities, detecting hardcoded secrets, checking OWASP top 10 issues, verifying SSL/TLS, auditing file

Auto-detect task complexity for Claude models (Haiku + Sonnet). Route simple tasks to Haiku, escalate complex ones to Sonnet. Save 50%+ on API costs. | 適用 Claude 模型（Haiku + Sonnet），自動偵測任務難度，簡單用 Haiku，

Analyze Polymarket prediction markets for trading edges. Pair Cost arbitrage, whale tracking, sentiment analysis, momentum signals, user profile tracking. No execution.

Locate anything with progressive search expansion, multi-source validation, and iterative refinement until found.

Comprehensive evaluation of potential stock investments combining valuation analysis, fundamental research, technical assessment, and clear buy/hold/sell recommendations. Use when the user asks about

Control Android devices via ADB with support for UI layout analysis (uiautomator) and visual feedback (screencap). Use when you need to interact with Android apps, perform UI automation, take screensh

You are an accessibility expert specializing in WCAG compliance, inclusive design, and assistive technology compatibility. Conduct audits, identify barriers, and provide remediation guidance.

Strategies for managing LLM context windows including summarization, trimming, routing, and avoiding context rot

Implement or review authentication and authorization with explicit token, session and resource-access boundaries.

Implement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data quality pipelines, implementing validation rules, or establishing data contracts.

You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices. Leverage AI tools (GitHub Copilot, Qodo, GPT-5, C

You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for known vulnerabilities, licensing issues, ou

Add or verify a Mailtrap sending domain, troubleshoot DNS propagation, publish SPF/DKIM/DMARC records, and complete compliance.

Review payment data flows and engineering control evidence for a scoped PCI assessment, without claiming certification.

Systematic improvement of existing agents through performance analysis, prompt engineering, and continuous iteration.

Scrape reviews, ratings, and brand mentions from multiple platforms using Apify Actors.

Generates SQL validation notebooks for dbt PR changes with before/after comparison queries.

Audits content for SEO and AEO performance with scored reports, severity-ranked fix lists, and projected scores after fixes. Activate when the user wants to audit, review, or score content for SEO or

Evaluate agent behavior with versioned cases and explicit verifiers. Use when comparing agent or prompt changes, reproducing failures, or running agent regression tests.

Expert AI auditor for Medical Device (SaMD) compliance, IEC 62304, and 21 CFR Part 820. Reviews DHFs, technical files, and software validation.

Diagnose and fix excessive Postgres egress (network data transfer) in a codebase.

Build anomaly detection applications with Azure AI Anomaly Detector SDK for Java. Use when implementing univariate/multivariate anomaly detection, time-series analysis, or AI-powered monitoring.

CloudFormation template optimization, nested stacks, drift detection, and production-ready patterns. Use when writing or reviewing CF templates.

You are an error tracking and observability expert specializing in implementing comprehensive error monitoring solutions. Set up error tracking systems, configure alerts, implement structured logging,

Use when working with error diagnostics smart debug

Review Bitcoin Lightning Network protocol designs, compare channel factory approaches, and analyze Layer 2 scaling tradeoffs. Covers trust models, on-chain footprint, consensus requirements, HTLC/PTLC

You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for known vulnerabilities, licensing issues, ou

Use when an owner explicitly asks for a cofounder or project partner, or explicitly says they need a complementary builder, operator, go-to-market partner, or scaling capability. Assess and publish on