Skill rating

Incident response and forensics for agent workspaces. When something goes wrong — a skill behaves unexpectedly, files change without explanation, or another security tool flags an anomaly — triage ...

Multi-agent orchestration patterns. Use when multiple independent tasks can run with different domain expertise or when comprehensive analysis requires multiple perspectives.

Use when users need to audit local OpenClaw skills, generate trust scores, and optionally publish those scores to SafeSpace.

AI skill safety validation — real human experts vet skills, plugins, and MCP tools for security risks. Query trust scores, submit evaluation inquiries, and get real-time safety verdicts before install

Analyze Unreal Engine log files for errors, warnings, crashes, and performance issues. Use when: (1) User provides UE log file, (2) Analyzing crash dumps, (3) Debugging startup issues, (4) Finding per

This skill should be used when the user requests brand analysis, brand guidelines creation, brand audits, or establishing brand identity and consistency standards. It provides comprehensive frameworks

Expert data scientist for advanced analytics, machine learning, and statistical modeling. Handles complex data analysis, predictive modeling, and business intelligence. Use PROACTIVELY for data analys

Search Google Patents database for patent research, infringement risk checks, and competitive IP analysis. Use when user mentions: 专利, patent, 侵权, infringement, 知识产权, IP, 外观设计, design patent, 专利检索, pa

Summarize and analyze research notes created by research-assistant. Features: generate summaries, extract keywords, search within topics, list all topics. Works with research_db.json format. Perfect f

Operate Google NotebookLM MCP authentication lifecycle on Linux host. Use for NotebookLM MCP (`notebooklm-mcp` via `mcporter`) when cookies expire frequently and auth must be refreshed often. Handles

Distributed SETI scanner - contribute compute power to analyze real radio telescope data from Breakthrough Listen. Earn tokens when your analysis discovers anomalies. Use when setting up distributed a

Translate PowerPoint files to any language while preserving layout. Uses a render-and-verify agent loop (LibreOffice + Vision) to guarantee no text overflow. Activate when user wants to translate a PP

Comprehensive security audit with 100 iterations (~30-60 min). Use when user says 'security audit', 'ralph security', 'weekly security check', 'audit this project', 'new project security review', or '

RLM-style long-context controller that treats inputs as external context, slices/peeks/searches, and spawns recursive subcalls with strict safety limits. Use for huge docs, dense logs, or repository-s

Comprehensive security auditing for Clawdbot deployments. Scans for exposed credentials, open ports, weak configs, and vulnerabilities. Auto-fix mode included.

SEO health check for any URL — analyzes meta tags, OG, JSON-LD, sitemap, robots.txt, SERP positions, and scores 0-100. Use when user says "check SEO", "audit this page", "SEO score", "check meta tags"

八字排盘专业版技能。Use when 用户要按出生日期时间做四柱（年/月/日/时）排盘，查看日主、十神、藏干、纳音、旬空、命宫/身宫/胎元、起运与大运、近年流年，并输出 markdown/json 结构化报告与用神忌神建议。

AI M&A due diligence analyst. Analyze companies, valuate businesses, parse financial statements (決算書), and generate acquisition simulation reports from public filings (EDINET/官報). Use when user asks t

Elite code review expert specializing in modern AI-powered code analysis, security vulnerabilities, performance optimization, and production reliability. Masters static analysis tools, security scanni

Run Fabric AI patterns for text transformation, analysis, and content creation. Use when the user asks to use a Fabric pattern, extract wisdom, analyze claims, improve writing, summarize with Fabric,

Meta-skill: evaluate any Factory Droid skill against the current project codebase and suggest concrete improvements. Use when: a skill feels incomplete, produces suboptimal results, doesn't cover edge

Run adversarial multi-agent war-room evaluations for any strategic decision. Spawns 5 parallel subagents (Analyst, Guardian, Treasurer, Builder, Strategist) to challenge a proposal from different angl

Structured self-improvement system for AI agents with confidence decay, cross-agent sharing, and anomaly detection. Use when: (1) After debugging sessions to capture lessons learned, (2) When receivin

Personal plant and garden management for gardeners. Track your plants, set care schedules, and monitor growth. Use when you need to manage your garden, track watering/fertilizing schedules, or maintai

Design, validate, and optimize schema.org structured data for eligibility, correctness, and measurable SEO impact. Use when the user wants to add, fix, audit, or scale schema markup (JSON-LD) for rich

Search, analyze, and trade on Manifold Markets prediction markets. Use when the user wants to look up prediction market odds, place bets, check their portfolio, or discuss Manifold markets.

Create, evaluate, improve, benchmark, and publish OpenClaw skills. Use when building a new skill from scratch, iterating on an existing skill, running evals to measure quality, comparing skill version

Solo Leveling — a life RPG skill that turns real-world habits into an addictive progression system. Inspired by the manhwa Solo Leveling, this skill features 6 stats (STR/INT/VIT/AGI/PER/CHA), ranks F

Score startup idea through S.E.E.D. niche check + STREAM 6-layer analysis + Devil's Advocate inversion, auto-pick stack, and generate PRD with acceptance criteria. Use when user says "validate idea",

Comprehensive SQL query assistant for database operations, optimization, and troubleshooting. Use when Codex needs to write, debug, optimize, or explain SQL queries; analyze database schemas; or help

Analyze video content by extracting frames at regular intervals. Use when you need to understand what's in a video file, review video content, analyze scenes, or describe video without being able to p

Market Oracle for prediction market intelligence - Polymarket and Kalshi research, probability assessments, market sentiment analysis, and arbitrage opportunity identification. Use when users want to

Security monitoring and infrastructure health checks for OpenClaw agents. Run breach monitoring (HaveIBeenPwned), SSL certificate expiry checks, GitHub security audits, credential rotation tracking, s

Agent-native business ledger using the biz-in-a-box protocol. Use when: (1) setting up a new business entity ledger (LLC, rental unit, sole trader, DAO, trust, etc.), (2) recording financial transacti

AI spending monitor — track costs across OpenRouter models with daily, weekly, and monthly reports. Budget limits with alerts, per-model analysis, savings recommendations, and historical tracking via

Control Microsoft Edge browser to fetch web pages and extract content. Use when the user wants to access a specific URL using Edge browser instead of Chrome, or when regular web fetching tools fail du

Combine the best parts of multiple skills into one. Searches ClawHub, GitHub, skills.sh, skillsmp.com and other AI skill repos. Analyzes each safely, compares features, and builds a combined 'Frankens

Security-first skill vetting for AI agents. Use before installing any skill from ClawdHub, GitHub, or other sources. Checks for red flags, permission scope, and suspicious patterns.

Verify AI agent trustworthiness, contribute verified knowledge claims, and search collective intelligence using the TrustMemory platform. Use when checking if an agent is trustworthy, contributing kno

Binance Alpha new coin launch detector. Uses WebSocket to monitor !miniTicker@arr stream and detects new trading pairs immediately when they appear. Maintains known symbols set in memory and triggers

Get an independent risk assessment for any proposed Uniswap operation — swap, LP position, bridge, or token interaction. Evaluates slippage, impermanent loss, liquidity, smart contract, and bridge ris

Cross-reference restaurant recommendations from Xiaohongshu (小红书) and Dianping (大众点评) to validate restaurant quality and consistency. Use when querying restaurant recommendations by geographic locatio

Open Source Intelligence (OSINT) tool for researching individuals - professional backgrounds, career timelines, due diligence, competitive intelligence, and investor research. Use when users need to r

Focus coach for AI agents — diagnose focus blockers using BJ Fogg B=MAP and return one tiny action. Use when: agent needs focus help, user can't concentrate, productivity coaching, attention restorati

Advanced game theory analysis for crypto protocols, DeFi mechanisms, governance systems, and strategic decision-making. Use when analyzing tokenomics, evaluating protocol incentives, predicting advers

Comprehensive LP strategy comparison for a token pair — evaluates all versions, fee tiers, range widths, and rebalance approaches side-by-side with APY, IL, gas costs, and risk ratings. Use when the u

Analyze and safely clean disk space on macOS. Use when the user asks about Mac storage, "System Data" taking too much space, disk cleanup, freeing up space, or managing storage on macOS. Covers caches

Fast security spot-check with 10 iterations (~5-10 min). Use when user says 'quick security check', 'pre-deploy audit', 'ralph quick', 'fast security scan', 'spot check before deploy', or 'daily secur

Evidence-first verification for status, config, file contents, actions, connectivity, mounts, and model selection. Use before answering any such claim.

Work Breakdown Structure for multi-agent project management. Organize work as Roadmap → Epic → Task hierarchy with templates and granularity standards. Use when: (1) planning project work and breaking