Skill rating

Statically analyze C struct member offsets through code reading to calculate memory layouts

Intelligently compress context — conversations, code, logs. Preserve key information while reducing token usage. Auto-detects content type and applies optimal compression.

Triggers when a user provides images or videos of crop leaves, buds or fruits (local file or URL) for pest identification; calls server-side APIs to detect common agricultural pests such as aphids, re

Bridge AI models to databases through MCP with config and evaluation tools. Use when setting up DB tools, comparing engines, or evaluating prompt quality.

Detect and humanize AI-generated Chinese text. 20+ detection categories, weighted 0-100 scoring with sentence-level analysis, 7 style transforms (casual/zhihu/xiaohongshu/wechat/academic/literary/weib

Maintain one current 28-day running-and-strength direction from the latest available Garmin or Intervals.icu evidence. Use when the user asks to reassess a goal or plan, create or revise a hybrid week

Security skill for OpenClaw agents (7-framework aligned). 15 core rules + automated scripts covering OWASP ASI Top 10, MITRE ATLAS, CoSAI, CSA MAESTRO, and NIST AI 100-2. Use when the agent needs secu

Control Adobe desktop apps - Photoshop, Illustrator, Premiere, After Effects, InDesign, Audition - from the shell via Flue, without an MCP server.

Use Tokopedia MCP tools for universal shopping tasks: discovery, comparison, detail lookup, reviews, shop checks, and media inspection.

Full Spotify Premium control + music analysis. Playback: play/pause/next/prev/volume/shuffle/queue. Analysis: top tracks, top artists, liked songs, genre profile, taste breakdown. Discovery: find simi

Implement Apple Pay for web and iOS with merchant validation, token handling, and production-safe checkout flows.

Production-grade AI coding discipline. Prevents the top 4 AI coding sins: acting without thinking, over-engineering, collateral damage, and vague execution. Triggers: 'engineering discipline', '过度工程',

Pair-style code quality reviewer: twelve book-grounded decay risks (R1–R6, T1–T6) plus release-safety and first-paint UX checks. Findings always use Iron Law (Symptom → Source → Consequence → Remedy)

When the user wants to optimize signup, registration, account creation, or trial activation flows. Also use when the user mentions "signup conversions," "registration friction," "signup form optimizat

When the user wants to audit, review, or diagnose SEO issues on their site. Also use when the user mentions "SEO audit," "technical SEO," "why am I not ranking," "SEO issues," "on-page SEO," "meta tag

Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies. Dispatch subagents to work concurrently.

Assess migration risk and design staged rollouts. Use when handling development work that needs repeatable steps, quality gates, and practical outputs.

Design and verify API contracts for backward compatibility. Use when handling development work that needs repeatable steps, quality gates, and practical outputs.

Analyzes multiple provided pages to identify keyword overlap and potential cannibalization issues. Suggests differentiation strategies. Use PROACTIVELY when reviewing similar content.

Prepare Claw skills for public release. Use when publishing skills to GitHub or ClawdHub - covers security audit, portability, documentation, git hygiene. Triggers: publish skill, release skill, audit

Diagnose slow SQL and rewrite queries for safer performance. Use when handling development work that needs repeatable steps, quality gates, and practical outputs.

Automatically analyze and reduce OpenClaw token waste through context compression, tool-call deduplication insights, model selection guidance, and session hygiene checks. Use when sessions are nearing

Audit and improve SwiftUI runtime performance from code review and architecture. Use for requests to diagnose slow rendering, janky scrolling, high CPU/memory usage, excessive view updates, or layout

Find crypto/web3 teams with $10M+ funding and verified Telegram contacts. Use when hunting for crypto leads, building contact lists, researching funded startups, or prospecting web3 companies. Spawns

Analyze iMessage (macOS) and Signal conversation history to reveal relationship dynamics — message volume, initiation patterns, silence gaps, tone samples, and recent exchanges. Use when asked to anal

Bulletproof creds/ports/configs/vulns scan + safe auto-fix V3. 100% secure—no injection/lockout/exfil. Use for host audits (laptop/Pi/VPS).

Master ShellCheck static analysis configuration and usage for shell script quality. Use when setting up linting infrastructure, fixing code issues, or ensuring script portability.

Generates new content drafts based on reference content analysis. Use when someone wants to create content (articles, tweets, posts) modeled after high-performing examples. Analyzes reference URLs, ex

Track product prices across ecommerce sites and alert on offers or target-price hits. Use when a user wants to monitor one or many product URLs or item queries, compare current vs previous prices, det

Analyzes and optimizes content structure including header hierarchy, suggests schema markup, and internal linking opportunities. Creates search-friendly content organization. Use PROACTIVELY for conte

Production-ready multi-agent architecture kit for OpenClaw. Provides isolated per-agent workspaces, control-plane orchestration, structured task lifecycle, checksum-verified mailbox messaging, and aud

Conduct rigorous, adversarial code reviews with zero tolerance for mediocrity. Use when users ask to "critically review" my code or a PR, "critique my code", "find issues in my code", or "what's wrong

Analyzes keyword usage in provided content, calculates density, suggests semantic variations and LSI keywords based on the topic. Prevents over-optimization. Use PROACTIVELY for content optimization.

Expert DevOps troubleshooter specializing in rapid incident response, advanced debugging, and modern observability. Masters log analysis, distributed tracing, Kubernetes debugging, performance optimiz

Send LinkedIn connection requests to a list of people via browser automation and track status in a CSV/TSV file. Use when the user wants to bulk-connect with a list of people on LinkedIn (founders, sp

Analyze outbound campaign performance, reply rates, open-to-reply conversion, follow-up prioritization, platform attribution, and deliverability using OutboundSync engagement signals in HubSpot or Sal

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

Analyzes content for E-E-A-T signals and suggests improvements to build authority and trust. Identifies missing credibility elements. Use PROACTIVELY for YMYL topics.

Refactor and review SwiftUI view files for consistent structure, dependency injection, and Observation usage. Use when asked to clean up a SwiftUI view’s layout/ordering, handle view models safely (no

AI agent governance, trust scoring, and policy enforcement powered by AgentMesh. Activate when: (1) user wants to enforce token limits, tool restrictions, or content policies on agent actions, (2) che

Analyze stocks and companies using financial market data. Get company profiles, technical insights, price charts, insider holdings, and SEC filings for comprehensive stock research.

Audit and harden OpenClaw configuration for security. Scans openclaw.json for vulnerabilities, exposed credentials, insecure gateway settings, overly permissive exec rules, and missing security best p

Track garden pests and diseases with treatments. Identify problems, track treatments, and monitor effectiveness. Use when dealing with garden pests, plant diseases, or treatment planning. Security: fi

Implement, review, or improve SwiftUI features using the iOS 26+ Liquid Glass API. Use when asked to adopt Liquid Glass in new SwiftUI UI, refactor an existing feature to Liquid Glass, or review Liqui

Analyzes high-performing content from URLs and builds a swipe file. Use when someone wants to study and deconstruct successful content (articles, tweets, videos) to extract patterns, psychological tec

Structured multi-criteria decision analysis for ranking options with weights, constraints, confidence, tradeoff reasoning, sensitivity analysis, and explainable recommendations. Use when the user asks

Conduct comprehensive research independently. Find information, analyze sources, synthesize findings, and create detailed reports without human guidance.

12 humor patterns for AI agents based on embedding space bisociation theory. Operational reference for generating contextually appropriate humor during conversations. Use when the agent's persona incl

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

QMD memory system telemetry — measure index health, BM25 retrieval quality, coverage maps, and trend analysis. Use when running QMD memory backend and need diagnostics on retrieval quality, index fres