Find the Right AI Skill for Any Job

Causal Inference

Add causal reasoning to agent actions. Trigger on ANY high-level action with observable outcomes - emails, messages, calendar changes, file operations, API calls, notifications, reminders, purchases, deployments. Use for planning interventions, debugging failures, predicting outcomes, backfilling historical data for analysis, or answering "what happens if I do X?" Also trigger when reviewing past actions to understand what worked/failed and why.

High Intent Lead Finder

Identifies companies showing real-time buying signals like funding, hiring, tech changes, or competitor frustration, then generates personalized outreach at...

MySQL Administration

Manage MySQL databases via mysql CLI or Python mysql-connector, supporting queries, schema changes, backups, performance analysis, and user permissions.

Code Workflow

4-stage workflow for code changes: research → plan → user review → implement (TDD). Applies to all tasks requiring code changes: issue implementation, fix_pl...

Xie Code Review

Automated code review assistant. Analyzes code changes, PRs, and files for quality issues, best practices, security concerns, and style violations. Provides...

Java changing with tests

Guide Java changes with minimal edits, verify using unit/integration tests as needed, and provide a PR-ready summary including plans, changes, test results,...

OpenClaw Code Review

Automated code review assistant. Analyzes code changes, PRs, and files for quality issues, best practices, security concerns, and style violations. Provides...

Scrapling Web Scraping

Zero-bot-detection web scraping for OpenClaw. Bypass Cloudflare, handle JavaScript-heavy sites, and adapt to website changes automatically. Use when you need...

Elixir Dev

Elixir/Phoenix development companion. Run and interpret mix test, mix credo, mix dialyzer, mix format. Generate modules following OTP conventions: contexts, schemas, GenServers, supervisors, tasks. Debug compilation errors and warnings. Help with Ecto migrations, queries, changesets, and associations. Use for any Elixir or Phoenix development task including writing modules, fixing tests, refactoring code, or understanding OTP patterns.

Gitai - Git Commit Automation

Boost developer productivity with Gitai: An AI-powered Git automation tool that analyzes code changes and generates semantic Conventional Commits instantly. Supports Node.js, Python, Java, Go, PHP, and more. Compatible with OpenAI, Anthropic, and Groq.

Scrapling Web Scraping

Zero-bot-detection web scraping for OpenClaw. Bypass Cloudflare, handle JavaScript-heavy sites, and adapt to website changes automatically. Use when you need...

Vercel Composition Patterns

React composition patterns that scale. Use when refactoring components with boolean prop proliferation, building flexible component libraries, or designing reusable APIs. Triggers on tasks involving compound components, render props, context providers, or component architecture. Includes React 19 API changes.

Php Full Stack Developer

A senior, governance-backed PHP full-stack delivery OS for OpenClaw. Emphasizes pre-flight analysis, safe data changes, explicit contracts, and reproducible verification.

Openclaw Skill Gastown

Multi-agent coding orchestrator using Gas Town (gt) and Claude Code. Use for ANY non-trivial coding task — multi-file changes, new features, refactors, bug fixes, anything involving code that needs to compile/run/test. Delegates work to parallel Claude Code agents (polecats) with git-backed persistent state, work tracking (beads), and coordination. Use when a task involves more than a single file edit or quick script.

Web Expert

Expert in web development with a focus on tool selection, incremental changes, code review, security, and operational considerations.

GI Code Review

Review code for quality, security, and maintainability following team standards. Use when reviewing pull requests, examining code changes, or when the user a...

SunflowersLwtech/mcp_creator_growth

🐍 🏠 🍎 🪟 🐧 - Intelligent learning sidecar for AI coding assistants. Helps developers learn from AI-generated code changes through interactive blocking quizzes and provides agents with persistent project-specific debugging memory using silent RAG tools. Features 56% token optimization and multi-langua

doc-sync

Context-Aware Doc Generator: Automatically syncs Python docstrings (Google style), Go comments, and README.md based on code changes. Also logs change summari...

gstack-review-skill

Garry Tan's gstack-inspired multi-perspective code review for OpenClaw. Triggered when user asks to review code, run /review, review a PR/branch/changes, or...

Adversarial Code Review

Use when reviewing pull requests or critiquing code changes and you want high-signal, low-noise feedback by running multiple adversarial agents that challeng...