Skill rating

Search and retrieve markdown documents from local knowledge bases using qmd. Supports BM25 keyword search, vector semantic search, and hybrid search with LLM re-ranking. Use for querying indexed notes

Production development workflow with TODO tracking, Graphite PRs, GitHub issues, Vercel deploy checks, and SMS notifications. Use when starting a new task, fixing bugs, implementing features, or any d

Ultra-compressed communication mode. Slash token usage ~75% by speaking like smart caveman while keeping technical accuracy. Use when user says "caveman mode", "talk like caveman", "use caveman", "les

Search video dialogue and create reaction GIFs with timed subtitles. Perfect for creating meme-worthy clips from movies and TV shows.

GitHub notification auto-triage via email channel. Classifies incoming GitHub notification emails into three tiers: (1) CI failures and security alerts → immediate forward with [紧急] tag, (2) PR review

Generate Excalidraw diagrams from text content. Supports three output modes - Obsidian (.md), Standard (.excalidraw), and Animated (.excalidraw with animation order). Triggers on "Excalidraw", "画图", "

Turns ideas into live, full-stack web applications with editable code, built-in database, user authentication, and hosting. Anima is the design agent in the AI swarm, giving agents design awareness an

Modify code based on GitHub PR review comments and create a local commit using gh + git. Use when the user asks to "follow PR comments", "fix review comments", "update this PR", or provides a PR URL a

OpenClaw agent skill for converting documents to Markdown. Documentation and utilities for Microsoft's MarkItDown library. Supports PDF, Word, PowerPoint, Excel, images (OCR), audio (transcription), H

Multi-engine web search aggregation via local Python script. Use when: (1) searching the web for information, articles, documentation, (2) searching code repos on GitHub/GitLab, (3) finding academic p

GitHub Research Assistant. Use this skill when the user wants to analyze a GitHub repository. Analysis dimensions -- 1) Basic information; 2) Purpose, what it can be used for; 3) Tech stack, including

Search and triage rental listings from Chinese social platforms, especially Xiaohongshu via TikHub and optionally Douyin, for apartment hunting. Use when a user wants to find currently listed rentals,

E-commerce product research, competitor analysis, and price monitoring for Amazon, Shopify, and other platforms. Use when researching Amazon product data, analyzing Shopify stores, monitoring price ch

Activate when the user needs to interact with any website — browser automation, web scraping, screenshots, form filling, UI testing, monitoring, or building AI agents. Provides pre-verified page actio

AI-powered Chinese A-share stock analyst. Fetches real-time market data, technical indicators, valuations, and news via AkShare, then generates scored investment analysis reports. TRIGGER when: user a

Build a complete OpenClaw agent package for a real profession or job role. Use when the user asks for things like "create a product manager agent", "make me a lawyer agent", "generate an engineer pers

Build Cypress test suites in TypeScript: E2E tests, component tests, custom commands, cy.intercept network control, cy.session login, Cypress Cloud, and CI integration. Covers retry-ability, the comma

Design CI/CD pipelines that run test suites. Covers GitHub Actions and GitLab CI templates, parallelism and sharding, artifact management, flaky-test quarantine, test-result publishing, coverage quali

Design environment strategy for testing across dev, CI, preview, staging, and production — Docker Compose test infrastructure, multi-stage Dockerfiles, seed-data lifecycle, per-PR preview environments

Use when the user wants to run GPU-accelerated computations, analyze data, process images/audio/video, train ML models, or generate code from natural language. OctoFlow turns English task descriptions

This skill should be used when the user asks about "coordinate coding agents", "orchestrate agent team", "manage multiple agents", "vibekanban workflow", "task delegation to agents", "agent swarm coor

Manage linkding bookmarks - save URLs, search, tag, organize, and retrieve your personal bookmark collection. Use when the user wants to save links, search bookmarks, manage tags, or organize their re

Write a human changelog from the REAL commit history — read the actual commit range via the GitHub connector, not a template. Use when asked to write the changelog for this release, what changed since

Write a PR description grounded in the REAL diff — read the branch's actual changes via the GitHub connector, not a template the user fills in. Use when asked to write my PR description, describe this

Triage the user's REAL issue tracker — read open issues via the GitHub/Linear connector, label / prioritise / dedupe / flag them, and apply the safe changes — not advice on triage. Use when asked to t

Audits project dependencies for security vulnerabilities, license compliance issues, outdated packages, and transitive dependency risk. Use when asked to audit dependencies, review package security, c

Turn 'run this every Friday at 4pm' into a working, copy-paste schedule on the user's actual runner. Use when asked to schedule a recurring AI task, set up a routine or cron job for a skill, automate

Write a CI/CD pipeline playbook for a service or team. Use when asked to document a CI/CD pipeline, write a deployment process, define release gates, document build and test stages, or create a deploy

Get an open-source repo's issue backlog from 400-and-drowning to triaged-and-honest in one pass — a label taxonomy that encodes decisions, batch triage rules you can apply in seconds per issue, saved

Synthesize speech by cloning a user's voice from a reference audio sample, then reading generated text aloud in that cloned voice. Use this skill whenever the user sends a voice message and expects an

Make your OpenClaw agent portable and persistent. Version-controls SOUL.md, MEMORY.md, and all core knowledge files using git with automatic GitHub push — so your agent's identity, memory, and operati

Use the Jules REST API (v1alpha) via curl to list sources, create sessions, monitor activities, approve plans, send messages, and retrieve outputs (e.g., PR URLs). Use when the user wants to delegate

Analyze GitHub repositories using RepoRead AI. Use when the user asks to "analyze a repo", "generate docs", "security audit a repo", "create a README", or wants AI-powered repository analysis. Support

Securely share secrets, API keys, files, and credentials with OpenClaw agents and team members via self-destructing links. Use when the user needs to share sensitive information (passwords, API keys,

Privacy-respecting web search via SearXNG with DuckDuckGo-style bangs support. Use for web searches when you need to find information online. SearXNG protects privacy by randomizing browser fingerprin

Access iOffice workspace and facility data via MCP. Use when the user asks about iOffice buildings, floors, spaces, reservations, visitors, maintenance requests, moves, or mail. Triggers on phrases li

Orchestrate coding agents (Claude Code, Codex, etc.) to implement coding tasks through a structured workflow. Use when the user gives a coding requirement, feature request, bug fix, or GitHub issue to

Set up an AI agent as an Overnight Software Factory operator. Use when configuring an OpenClaw agent to autonomously handle support tickets end-to-end: receive ticket assignments via email or GitHub,

Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude ('No, that's wrong...', 'Actually...'),

Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude ('No, that's wrong...', 'Actually...'),

Track deep work sessions locally (start/stop/status) and generate a GitHub-contribution-graph style minutes-per-day heatmap for sharing (e.g., via Telegram). Use when the user says things like “start

Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude ('No, that's wrong...', 'Actually...'),

Access Tempo time-tracking data via MCP. Use when the user asks about Tempo worklogs, plans, teams, accounts, or wants to log time, check resource allocations, or manage timesheet approvals. Triggers

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

Find popular and practical skills across ClawHub and GitHub. Use when the user asks for hot skills, useful skills, ClawHub recommendations, GitHub skill discovery, or wants a shortlist of skills that

Transform your AI assistant into a structured virtual software engineering team with 10 specialist roles — inspired by Garry Tan's GStack (YC CEO, 16K GitHub Stars) and adapted for OpenClaw's subagent

Integrate OpenAI Agents SDK with You.com MCP server - Hosted and Streamable HTTP support for Python and TypeScript. Use when developer mentions OpenAI Agents SDK, OpenAI agents, or integrating OpenAI

Amazon listing builder and optimizer for sellers. Two modes: (A) Create — build keyword-optimized listings from scratch using keyword lists + product characteristics + AI copywriting, (B) Optimize — a

Teach your OpenClaw agent new tricks by creating custom skills. Use when you want your agent to do something it can't do yet — like "read my Google Calendar", "send Slack messages", "analyze my CSV f

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