Skill rating

Output validation gates for AI agent systems. Prevents hallucinated data, leaked internal context, wrong formats, duplicate sends, post-compaction drift, and false delegated completions. Use when buil

Audit and optimize MATLAB simulation programs against a corresponding academic paper or specification. Use when Codex needs to compare local MATLAB simulation source code with a paper, verify the syst

Plan, execute and validate zero-downtime system migrations. Use when migrating databases (schema evolution, data transfer, CDC), services (strangler-fig, canary, blue-green, parallel run), or infrastr

Generates evidence obligations for a claim or action, evaluates existing evidence against them, and returns a structured verdict (PASS / SOFT_PASS / BLOCK / CONFLICT) with safe downgrade guidance. TRI

Use this skill when installing, upgrading, verifying, or publishing the EverMemory OpenClaw plugin and its companion skill, including local path install, npm install, ClawHub publish, and release-gate

Automated PR review pipeline: code review + service health check + Discord notification. Trigger when a new PR is submitted or when running post-merge validation. Handles: PR diff analysis, CI/CD stat

Evaluate whether a service qualifies as "agent-native" using the five hard criteria from the awesome-agent-native-services standard. Also checks for the bonus "URL Onboarding" signal — the highest for

When the user wants to define, audit, or apply visual identity (typography, colors, spacing, design tokens, frontend aesthetics). Also use when the user mentions "brand style guide," "visual identity,

Use blind-review-sanitizer for academic writing workflows that need structured anonymization, explicit assumptions, and clear output boundaries for double-blind submission.

Review and redline DOCX contracts paragraph by paragraph with tracked changes, clause-level risk analysis, and draft comment responses. Use when a user wants contract revisions that are specific to ea

Use this skill whenever the user needs help with behavioral analytics, engagement tracking, or data collection across any digital touchpoint. Trigger for: website behavioral analytics (scroll depth, f

A structured knowledge graph acting as a cognitive lens for AI agents. Enables paradox resolution, analysis of open questions, and high-complexity future forecasting based on Beckmann Logic, Predictiv

Continuous LangFuse-driven optimization loop for OpenClaw/OpenRouter model routing and prompt usage controls with persistent local memory. Use when Codex needs to ingest LangFuse observations and eval

Generate comparative market analysis (CMA) and home valuation reports from IDX listing data and selected comparable properties. Use when a user wants to pick comps, estimate a market value range, prod

Professional anti-giveup debugging protocol for coding tasks where the agent starts looping, deflecting to users, or trying to end early without evidence. Use when there are repeated failures, weak ro

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

Decode, inspect, and validate JWT (JSON Web Token) tokens from the command line. Shows header, payload, algorithm, expiry status, and known claim labels. Use when debugging auth tokens, checking if a

Opinionated Python development setup with uv, ty, ruff, pytest, lefthook, and just. Use when creating a new Python project, writing or fixing pyproject.toml, or configuring linting, formatting, type c

Profanity detection and content moderation library with leetspeak, Unicode homoglyph, and ML-powered detection. Use when filtering user-generated content, moderating comments, checking text for profan

Expert marketing creative-strategic skill combining Peggy Olson's bold creative intuition with modern data-driven precision. Use for: (1) Campaign development and creative concepting, (2) Copy and m

Book same-day psychiatric and mental health telehealth appointments through conversation — no forms, no portals. Covers ADHD, anxiety, depression, insomnia, OCD, PTSD, and narcolepsy across 51 US stat

AI-native data analysis via natural language. Connect Excel, CSV, MySQL, PostgreSQL data sources and query with SQL. Use when: (1) user asks to query, analyze, or explore data ('查询数据', '数据分析', '帮我看下数据

Score leads 0-100 by analyzing a domain's website, DNS, sitemap, and social presence. Uses customizable JSON scoring profiles so users can define what signals matter for their brand. Use when qualifyi

Systematically explore and test a web application to find bugs, UX issues, and other problems. Use when asked to "dogfood", "QA", "exploratory test", "find issues", "bug hunt", "test this app/site/pla

Use when reviewing latest Alibaba Cloud product docs and OpenAPI docs by product name, then output detailed prioritized improvement suggestions with evidence and scoring. Use when user asks to audit p

Monitor and analyze Weights & Biases training runs. Use when checking training status, detecting failures, analyzing loss curves, comparing runs, or monitoring experiments. Triggers on "wandb", "train

Portfolio risk management and analytics. Use when user asks to calculate VaR, run Monte Carlo, stress test, optimize with Risk Parity / Calmar / Black-Litterman, run pre-trade check, check sector conc

Systematic root-cause debugging with verification. Use for errors, stack traces, broken tests, flaky tests, regressions, or anything not working as expected. For validating bug reports before fixing,

Analyze what search queries Gemini uses when answering a prompt, by running it multiple times with Google Search grounding and reporting frequency distribution. Use when investigating AEO query patter

When the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy. Also use when the user mentions 'referral,' 'affiliate,' 'ambassador,' 'word of mo

Practical relationship maintenance for couples. Use when a relationship feels stale, tense, or on autopilot, when communication has broken down, or when someone wants to strengthen a partnership befor

Injury prevention through proper body mechanics for physical work. Use when someone has a physically demanding job, needs to lift heavy objects safely, stands all day, or wants to prevent repetitive s

Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence

Substance use and behavioral addiction self-assessment and harm reduction guidance. Use when someone suspects their drinking or substance use has become a problem, wants an honest self-assessment, or

Evaluates market bubble risk through quantitative data-driven analysis using the revised Minsky/Kindleberger framework v2.1. Prioritizes objective metrics (Put/Call, VIX, margin debt, breadth, IPO dat

Physics-derived reasoning engine for AI models. Replaces RLHF default behavior with self-governing reasoning grounded in finite-witness physics. 50 named bias detections with mechanical checks (includ

Get-started-fast guides for accessible physical instruments. Use when someone wants to learn an instrument, needs a stress relief practice, wants to play music with others, or is looking for an embodi

Calculate portfolio risk metrics including VaR, CVaR, Sharpe, Sortino, and drawdown analysis. Use when measuring portfolio risk, implementing risk limits, or building risk monitoring systems.

Swift Concurrency review and remediation for Swift 6.2+. Use when asked to review Swift Concurrency usage, improve concurrency compliance, or fix Swift concurrency compiler errors in a feature or file

Perform a comprehensive read-only security audit of Clawdbot's own configuration. This is a knowledge-based skill that teaches Clawdbot to identify hardening opportunities across the system. Use when

When the user wants to develop social media strategy, plan content calendars, manage community engagement, or grow their social presence across platforms. Also use when the user mentions 'social media

Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative

Generate comprehensive SEO analysis reports from Google Search Console data with PDF export. Use when the user wants to analyze search performance, get SEO insights, view traffic trends, top pages, to

World-class senior data scientist skill specialising in statistical modeling, experiment design, causal inference, and predictive analytics. Covers A/B testing (sample sizing, two-proportion z-tests,

Analyzes competitor products and companies by synthesizing data from pricing pages, app store reviews, job postings, SEO signals, and social media into structured competitive intelligence. Produces fe

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

Diagnosis and repair of common small engine problems. Use when a lawnmower won't start, a generator is sputtering, a chainsaw won't idle, or any small gas engine needs troubleshooting.

MCP server security registry and trust assessment — look up servers in the 427+ server security metadata registry, run pre-install marketplace checks, batch fleet risk scoring, assess skill file trust

Autonomous experiment loop that optimizes any file by a measurable metric. Inspired by Karpathy's autoresearch. The agent edits a target file, runs a fixed evaluation, keeps improvements (git commit),

Two-module mental health protocol covering burnout recovery and sleep overhaul. Module A: structured burnout recovery using the Maslach framework — identify your stage, install boundaries, rebuild ene