Skill rating

Use this skill when the user wants to reproduce an academic paper in MATLAB from a paper file path, URL, DOI, or PDF. It extracts algorithm figures/tables into pseudocode, resolves cited operations th

Autonomous Codex run-to-completion workflow for low quota/cota situations. Use when the user asks for an uninterrupted agent run, says "nao me peca confirmacao", "nao trave", "nao pare", "rode ate o f

Universal agent workspace compatibility and update engine. Track upstream agent frameworks (like gstack), analyze every change, classify portability, and generate adapted output for your runtime. Use

Perform a security audit of a Go codebase. Targets SSH servers, BBS systems, API services, and CLI tools. Finds race conditions, goroutine leaks, missing error handling, command injection, and auth by

Use when building, uploading, or debugging PlatformIO Arduino/C++ projects for the UNIHIKER K10 information-technology experiment box (K10 试验盒), especially LVGL sensor dashboards or games, QMI8658 six

Glyph viewer that renders the SGA geometric fingerprint of any data as a stunning multi-layer canvas visualization. Takes text, files, or raw bytes and produces living glyphs using the 84-class Sigmat

PR 审查技能 — 完整的 Pull Request 审查流程，集成 GitHub CLI，支持安全分析、测试覆盖、性能评估、代码质量检查，并可推送飞书通知。Use when: (1) 审查 PR，(2) 检查 PR 安全性，(3) 分析测试覆盖，(4) 评估代码质量，(5) 生成审查报告。触发词：'review PR', '审查PR', '代码审查', 'pr review', '检查PR'。

Classify every shell command as SAFE, WARN, or CRIT before your agent runs it. The classification is instruction-only and runs nothing. The package also ships optional installer scripts that MODIFY SO

Call Claude Code as a non-interactive coding agent on a remote machine via OpenClaw Node. Use when: (1) Your coding agent is on a separate machine from the Gateway, (2) You need to delegate coding tas

Preview git diffs and files using the diff4 CLI. Use when the user wants to see code changes, review files content securely via diff4

Use this skill for JavaScript implementation, refactoring, debugging, or review when you need strong Java-style OOP conventions, ES2025+ standard features, targeted rule files, and explicit controller

Connect agents to the web using Tavily APIs and SDKs. Use for executing search, scraping URLs, semantic crawls, mapping sites, and asynchronous deep research workflows.

Researches Lululemon's catalog — category navigation, category listings, product detail with pricing/sizes/reviews, curated outfit recommendations, and the physical store directory — using the Crawlor

个性化资讯电台生成服务。使用场景：(1) 生成特定主题的电台，(2) 设置每日定时推送，(3) 配置TTS音色，(4) 收听历史电台。不适用：音乐播放、实时广播、视频内容。

Use when the user wants to inspect, repair, package, or troubleshoot an OpenClaw workspace doctor setup, especially for stale bootstrap state, missing daily memory notes, or codex-cli launch hazards i

Read and write messages on a Vestaboard using the Vestaboard Cloud API (cloud.vestaboard.com) and optional legacy RW endpoint. Use when asked to display text on a Vestaboard, update a sign/board, show

Structural documentation for the brand-marketing-workflow skill. Use when the user wants to understand, audit, or review the workflow design without exposing implementation code.

Check code syntax, enforce style, and suggest auto-fixes with CI integration. Use when linting PRs, enforcing code style, detecting errors before merge.

Track workouts, calculate BMI/1RM, and access exercise science guides. 支持科学健身计划制定、BMI/最大力量计算及运动解剖学参考。Use when planning gym sessions, calculating macro needs, or auditing training splits.

Turn a vague feature idea into an approved design brief — a file recording the intent, every decision made (with why and cost-if-wrong), scope boundaries, exact interfaces, and constraints — that task

Build, test, lint, and format Go projects with integrated dev tooling. Use when compiling binaries, running tests, linting code, or formatting files.

Use the acpx CLI to run coding agents over the Agent Client Protocol (ACP) instead of PTY scraping. Use when routing work to Codex, Claude Code, Gemini CLI, Pi, OpenCode, or other ACP-compatible codin

Run async diff-based code reviews using the Propel Review API, poll for completion, retrieve structured findings, and send comment feedback. Use when reviewing the current branch diff or any Git diff

Define, deploy, and manage cloud infrastructure as code using tools like Terraform, Pulumi, CloudFormation, and CDK, ensuring consistency, repeatability, and version control. Use when the user request

Perform dynamic security testing against running web applications and APIs to discover vulnerabilities through active probing and fuzzing. Use when the user requests dynamic application security testi

Analyze source code for security vulnerabilities using static analysis tools, custom rules, and CI-integrated scanning pipelines. Use when the user requests static application security testing or prov

Automatically organizes files in a directory into a clean structure based on configurable rules — by file type, date, project, or priority — with support for duplicate detection, naming conventions, a

Optimize a complete candidate context package by deduplicating, filtering, ordering, and allocating its token budget. Use when retrieved or assembled material is noisy or exceeds the useful context bu

Optimize machine learning model hyperparameters using grid search, random search, Bayesian optimization, and Hyperband to maximize model performance within a compute budget. Use when the user requests

Design GraphQL APIs with well-structured schemas, efficient resolvers, pagination, and performance patterns like DataLoader and federation. Use when the user requests graphql api design or provides re

Audit web interfaces against WCAG 2.1 AA/AAA standards, identify violations, and produce actionable remediation reports with code fixes. Use when the user requests accessibility testing or provides re

Place trusted contextual information into prompts or agent state using explicit boundaries, provenance, and templates. Use when relevant context has already been selected and must be inserted safely;

Retrieve relevant information from a knowledge base using semantic, keyword, or hybrid search to ground a query. Use when the task starts with a corpus or index that must be searched; use context-rank

Manage Git repositories and collaborative workflows — branching strategies, commit hygiene, conflict resolution, pull requests, hooks, and .gitignore management. Use when the user requests version con

Integrate with external APIs using REST clients, webhook consumers, SDK wrappers, and polling patterns with proper authentication, error handling, and retry logic. Use when the user requests api integ

Implement OAuth 2.0 authentication flows including authorization code with PKCE, client credentials, and device code for secure API integration. Use when the user requests oauth 2 0 setup or provides

Rank an existing set of context chunks by relevance, diversity, freshness, and utility. Use when retrieval has already produced candidates that must be scored or reranked; use context-retrieval when t

Set up webhook receivers with signature verification, idempotent event processing, retry handling, and dead letter queues for reliable event-driven integrations. Use when the user requests webhook set

Perform thorough code reviews on files or pull requests, checking for bugs, security vulnerabilities, performance issues, and style violations. Use when the user requests code review or provides relev

Improve code quality and maintainability through systematic identification of code smells and application of proven refactoring patterns. Use when the user requests refactoring or provides relevant in

Design and build production-ready frontend interfaces with design systems, responsive layouts, accessible components, and dark mode support. Use when the user requests frontend design or provides rele

Design normalized database schemas with tables, relationships, indexes, and constraints for any application domain. Use when the user requests database schema design or provides relevant inputs for th

Generate, execute, and analyze tests for codebases, covering unit, integration, and end-to-end testing with coverage reporting. Use when the user requests testing or provides relevant inputs for this

Scan project dependencies for known vulnerabilities, generate software bills of materials, and enforce license compliance across the software supply chain. Use when the user requests dependency scanni

Create, execute, and roll back versioned database schema migrations using tools like Alembic, Prisma Migrate, Flyway, and Knex. Use when the user requests database migration or provides relevant input

Diagnose and optimize existing slow SQL queries using execution plans, indexing strategies, query rewriting, and ORM tuning. Use when the user provides a query, performance symptom, or EXPLAIN plan; u

Populate databases with realistic, reproducible test data for development, testing, and staging environments. Use when the user requests database seeding or provides relevant inputs for this workflow.

Gates an exact published npm release before its announcement. Use when a package version becomes public, the registry version is live but the announcement is paused, or a maintainer asks to verify wha

Convert Markdown (.md) files to styled, self-contained HTML pages. Use when the user uploads or mentions a Markdown file and wants to convert it to HTML, view it in a browser, or share it as a formatt

Run browser operations and untrusted code in a secure PPIO cloud sandbox (Firecracker VM). Use when: (1) browsing any external URL or website, (2) executing code from untrusted sources (cloned repos,