Skill rating

Add, refine, calibrate, or migrate OpenClaw Control UI themes by patching the installed bundled frontend assets in dist/control-ui/assets. Use when a user wants a new WebUI theme, wants colors matched

Generate reply drafts for a single GitCode issue with similar-issue references; maintainer reviews before posting. Use when user asks to reply to or comment on an issue and provides a GitCode issue li

Use when an agent is about to plan, choose an approach, do non-trivial coding, refactor, decompose work, or delegate and the quality of execution depends on exposing assumptions before acting. Run a c

Run a structured quality control audit on any codebase. Use when asked to QC, audit, review, or check code quality for a project. Supports Python, TypeScript, GDScript, and general projects. Produces

Use this skill when you need to find code in a local checkout or Git source by behavior, intent, symbol, file path, related implementation, or indexed chunk context. Use it before broad file reads or

Lightweight CDP browser control for AI agents. Token-efficient alternative to the built-in browser tool — 3-10x fewer tokens per interaction. Use when browsing websites, clicking elements, filling for

Use when integrating Outlit tracking into web, server, native, or desktop apps; adding SDK event tracking, identity, consent, activation configuration, billing integrations, visitor tracking, customer

AI-driven Playwright test code generator for QA engineers. Generates Page Object Models, standard test scripts, and data-driven tests from natural language descriptions, HTML analysis, or page URLs. S

When the user wants to plan, implement, or optimize discount and promotional pricing strategy. Also use when the user mentions "discount strategy," "promo code," "coupon," "redeem code," "lifetime dea

Browser-side request inspection and reporting for user-authorized web debugging. Use when you want one skill to observe page fetch/XHR/WebSocket activity, inspect login/register/API flows, and generat

Implements UI from design mockups (Figma, Sketch, or image) with pixel-accurate layout, responsive behavior, and design tokens. Use when 还原设计图, implementing designs, 切图, 设计稿转代码, or converting mockups

Use this skill only when the user explicitly asks for a dry-run cleanup inventory, disk-space cleanup, deletion review, or recoverable archiving of generated workspace artifacts in a coding repo, such

Use this skill only when the user explicitly asks for a code audit, security audit, risk-focused PR/diff review, repo or module audit, regression-risk review, project-intent drift check, or validation

Git Extras — Git Extras — extended git utilities. Automated tool for git-extras tasks. Use when you need Git Extras capabilities.

Create clear, publication-ready Python data visualizations with pandas, Matplotlib, Seaborn, and optional Bokeh interaction. Use for choosing a chart from a dataset's structure, writing or revising pl

Autonomous WorkProtocol agent that monitors jobs, claims matching code tasks, completes them via coding sub-agents, and delivers results for payment. Use when you want your OpenClaw agent to earn mone

Stealth browser automation using CloakBrowser to bypass bot detection on protected sites. Use when web_fetch fails with anti-bot blocks, CAPTCHA, or access denied errors. Use for scraping reviews, pro

Unified developer operations bridge connecting GitHub, CI/CD (GitHub Actions), Slack, Discord, and issue trackers (Linear, Jira, GitHub Issues) into cross-tool automated workflows. Sends context-rich

Expert web fetching and crawling using Scrapling. Use for any web_fetch task, JS-rendered pages, anti-bot sites, bulk URL fetching, or site crawling. Preferred over web_fetch tool for all URL retrieva

TRTC SDK configuration inspection and analysis tool. Downloads scene config template Excel, inspection result Excel, and project code from user-provided URLs, compares inspection results against targe

Research codebases and craft professional RFC proposals for GitHub publication. Use when: user wants to analyze a codebase and propose enhancements, write an RFC, research a technical problem with aca

Node.js backend patterns: layered architecture, TypeScript, validation, error handling, security, observability, logging, metrics, deployment. Use when building REST APIs, REST endpoints, middleware,

Analyzes code for improvements including code smells, design patterns, and best practices. Invoke when user asks for code analysis, code review, or suggestions to improve code quality.

Initialize the agent's context memory session. Self-triggering — fires whenever the agent begins work, picks up a task, or enters a coding session. Use before searching, writing, or building anything.

Turn scattered notes, chat logs, meeting fragments, issue updates, or calendar context into a concise daily brief. Use when Codex needs to summarize what happened today, prepare an end-of-day update,

Uses Chrome DevTools MCP for accessibility (a11y) debugging and auditing based on web.dev guidelines. Use when testing semantic HTML, ARIA labels, focus states, keyboard navigation, tap targets, and c

Create distinctive, production-grade frontend interfaces that avoid generic "AI slop" aesthetics. Focuses on creative direction and memorable design choices.

Remove obvious AI-writing traces from Chinese text in a constrained way. Use when Codex needs to reduce AI smell without changing facts, data, or the article's core argument.

Fetch exchange rates and convert currencies with the free Frankfurter API (no API key). Use for any exchange rate, currency conversion, forex, or historical FX data task, even if Frankfurter isn't men

Build and deploy any kind of web app without leaving the command line. This project is built for autonomous AI agents. Handles auth, Stripe payments, admin panels, email, database, file storage, custo

Use this skill when the user asks to review a PR, do a code review, check a pull request, "review this PR", "review-pr", or "look at this pull request". Requires Gitee MCP Server to be configured.

Reviews PostgreSQL code for indexing strategies, JSONB operations, connection pooling, and transaction safety. Use when reviewing SQL queries, database schemas, JSONB usage, or connection management.

Look up current, accurate documentation and code examples for any library or framework using context7-mcp. Use when an agent needs to know how to use a library (APIs, configuration, examples), wants t

Use this skill whenever the user mentions Tinker, tinker CLI, training runs, checkpoints, model fine-tuning with Tinker, tinker-cookbook, tinker recipes, or any Thinking Machines AI SDK operations. Al

Query browser compatibility for CSS/JS features using caniuse-cli. Use when user asks about browser support, compatibility, "can I use X", "does X work in IE/Safari/Chrome", or when writing code that

Search Unreal Engine C++ and Blueprint code. Use when: (1) Finding function definitions, (2) Searching for class names, (3) Finding UMG widget references, (4) Searching Lua/UnLua code, (5) Finding Blu

Diagnose, explain, and improve an evidence-gated, protocol-relative ASI-proxy readiness regime using K. Takahashi's pinned papers and public repositories. Use for observable-only or no-meta agent impr

Debug Linux kernel crashes using evidence-first vmcore analysis, the crash utility, and memory/concurrency debugging tools. Use when users mention kernel crash, kernel panic, vmcore analysis, kernel d

Answer any Minecraft Java Edition gameplay question — facts, mechanics, strategies, recipes, item properties, mob behaviors, and version differences. Always use this skill when the user asks anything

Use when a user wants to learn a GitHub or local codebase by understanding its implementation principles, creating a minimal runnable practice version, or turning source reading into hands-on exercise

Universal Ragflow API client for RAG operations. Create datasets, upload documents, run chat queries against knowledge bases. Self-hosted RAG platform integration.

Look up Microsoft API references, find working code samples, and verify SDK code is correct. Use when working with Azure SDKs, .NET libraries, or Microsoft APIs—to find the right method, check paramet

Configure Claude Code statuslines / 状态栏. Use this skill whenever the user wants to install, set up, preview, switch, clean up, customize, restore, or fix a Claude Code statusline: choose Full / Standa

Systematically reproduces, locates, and diagnoses frontend bugs using steps, hypotheses, DevTools, and minimal repro. Use when 排查bug, bug定位, 调试, debugging, 复现问题, or investigating frontend issues.

Quick system test to verify OpenClaw environment. Simple command execution with output validation. Use when testing if OpenClaw is working correctly, verifying command execution, or need a simple comm

Install and configure vLLM-Plugin-FL for multiple hardware backends including NVIDIA, Ascend and etc. Use when setting up vllm-plugin-fl, configuring the environment for specific hardware backend, ins

Operate HeyTraders through the live heytraders_cli browser command catalog when the user asks to inspect, navigate, configure, or manage the HeyTraders application.

Use when the user wants OpenClaw to build, refine, test, or validate a CLI-Anything harness for a GUI application or source repository. Adapts the CLI-Anything methodology to OpenClaw without changing

Create a topic-specific GitHub awesome-list repository scaffold with a polished README, concise contribution rules, AI-agent instructions, URL verification, license, and reusable templates. Use when t

Query public skills published by a ClawHub user from the real public API. Returns skill list, versions, timestamps, and metadata. Does not fabricate installs, downloads, ratings, or review counts when