Agent skills you can check before you install
Public SKILL.md skills from GitHub repositories with 50+ stars and from the vendors themselves, scanned and scored. Install any of them with one command in Claude Code, Cursor, Codex, GitHub Copilot or Gemini CLI.
14,533 skills from 417 repositories · updated 13 hours ago
1,523 skills
- systematic-debuggingmvschwarz/openrigUse when encountering any bug, test failure, or unexpected behavior, before proposing fixesEngineeringNo warnings★ 8.1K↓ —Also in 1 other repo
- story-reviewzenstory-ai/oh-story-claudecode多视角对抗式审查。full/lean 模式在已部署 reviewer agents 时并行 spawn；缺失/异常 agents 或 spawn 失败时自动降级 solo，参考文件不可读时使用内置 rubric fallback。触发方式：/story-review、/审查、「审查一下」「帮我审一下」。EngineeringNo warnings★ 7.9K↓ —
- lit-reviewbrycewang-stanford/Auto-Empirical-Research-SkillsSummarize academic papers, extract key findings, and identify research gapsEngineeringNo warnings★ 4.7K↓ —
- cherry-assistant-guideCherryHQ/cherry-studio从当前安装包查询 Cherry Studio 产品信息并排查运行问题。当用户询问功能、路由、快捷键、Provider、语言、Agent、频道、定时任务、Code CLI、当前版本，或报告运行错误、连接失败、配置异常并需要诊断时触发。EngineeringReview first★ 52.9K↓ —
- gh-pr-reviewCherryHQ/cherry-studioAutomated Cherry Studio review for local branches, PRs, commits, files, architecture docs, and repository skills. Use for code or documentation reviews that need project-specific naming, main/renderer/shared placement and dependency rules, IpcApi and DataApi boundaries, lifecycle/service ownership, renderer hooks, React/UI conventions, and tests. Review depth adapts to diff size and runtime subagent capability (single-agent or multi-agent reviewer-verifier). Report-only by default; code fixes and GitHub submission each require explicit invocation-time authorization (`fix` / `submit`). Normal-review prompts and safe interruption behavior follow the interaction contract below. To diagnose gaps in the skill after a review session, run `/gh-pr-review diag`.EngineeringReview first★ 52.9K↓ —
- skills-manager-clijiweiyeah/Skills-ManagerDrive the Skills Manager CLI (`skm`) to initialize the hub, adopt unmanaged skills, list/enable/disable skills per AI tool, and doctor/fix symlink sync. Use whenever the user or an agent needs to manage skills from a terminal, SSH session, CI job, or headless machine; when a skill is missing in Claude Code, Codex, Cursor, Gemini, OpenCode, or any other supported tool; when asked to run skm / Skills Manager CLI; or when setting up Skills Manager without the GUI. Do not use for `npx skills` / skills.sh search (different CLI), for writing SKILL.md content (skill-creator), or for marketplace browse/install (not in skm).EngineeringNo warnings★ 1K↓ —
- jiqizhixin-skillmomozi1996/awesome-ai-persona-skills机器之心/Synced（国内首家系统性AI科技媒体）的AI内容创作思维——论文级深度+量化驱动+学术与产业双线并跑+产品化媒体运营。 触发词：「机器之心视角」「像机器之心那样写」「Synced Review」「AI论文解读」「SOTA评测」「AI产业分析」「GMIS大会」。 擅长：顶会论文拆解报道（ICLR/NeurIPS/CVPR）、AI模型数据评测（SOTA平台）、产业趋势三层推演（技术→商业→生态）、AI中国年度评选、学术中立+产业判断、PRO会员通讯。EngineeringNo warnings★ 987↓ —
- doca-public-knowledge-mapNVIDIA/skillsUse this skill to locate authoritative NVIDIA DOCA information without the source tree: the docs.nvidia.com page for a library/service/tool, which DOCA libraries are installed and at what version, a sample on disk or GitHub, a path under /opt/mellanox/doca, or a 404'd/renamed doc URL. Activate on implicit phrasing only when the conversation already names DOCA, BlueField, ConnectX, or /opt/mellanox. Do not activate for generic 'which version is installed' or 'where is the sample' questions with none of that context. Refuse and route elsewhere for hands-on programming, env prep, API tutorials, or hardware/firmware mutation — those belong to doca-programming-guide, doca-setup, the per-library skills, and doca-hardware-safety.EngineeringNo warnings★ 3.7K↓ —
- omero-integrationforyourhealth111-pixel/Vibe-SkillsMicroscopy data management platform. Access images via Python, retrieve datasets, analyze pixels, manage ROIs/annotations, batch processing, for high-content screening and microscopy workflows.EngineeringNo warnings★ 3.8K↓ —
- fluidsimforyourhealth111-pixel/Vibe-SkillsFramework for computational fluid dynamics simulations using Python. Use when running fluid dynamics simulations including Navier-Stokes equations (2D/3D), shallow water equations, stratified flows, or when analyzing turbulence, vortex dynamics, or geophysical flows. Provides pseudospectral methods with FFT, HPC support, and comprehensive output analysis.EngineeringNo warnings★ 3.8K↓ —
- narrator-ai-cliNarratorAI-Studio/narrator-ai-cli-skillAI 电影/短剧解说视频自动生成（AI 解说大师 CLI Skill）。当用户需要创建电影解说视频、短剧解说、影视二创、AI 配音旁白视频、film commentary、video narration、drama dubbing、movie narration 时触发。内置电影素材库、BGM、多语种配音、解说模板。通过 narrator-ai-cli 命令行实现：搜片→选模板→选 BGM→选配音→生成文案→合成视频的全流程自动化。CLI client for Narrator AI video narration API.EngineeringNo warnings★ 3.1K↓ —
- code-reviewopen-gitagent/opengapReviews code diffs and files for security vulnerabilities (OWASP Top 10), error handling, complexity, naming conventions, and performance issues. Use when the user asks to review a PR, pull request, diff, merge request, or code changes.EngineeringNo warnings★ 3K↓ —
- run-agentopen-gitagent/opengapConfigures and runs agents with different adapters including Claude, OpenAI, CrewAI, Lyzr, and GitHub Models. Supports local execution, remote git repos, and one-shot prompts. Use when the user wants to run an agent, switch LLM providers, configure adapter settings, or launch agents from git repositories.EngineeringNo warnings★ 3K↓ —
- export-agentopen-gitagent/opengapConverts agent definitions between frameworks — exports to Claude Code, OpenAI, CrewAI, Lyzr, and GitHub Models formats, and imports from Claude, Cursor, and CrewAI projects. Use when the user wants to convert an agent, migrate to another framework, export to LangChain/AutoGen/CrewAI, or import from existing automation tools.EngineeringNo warnings★ 3K↓ —
- web-searchopen-gitagent/opengapAdvanced web search using Tavily API for current information retrievalEngineeringNo warnings★ 3K↓ —
- log-error-digestzebbern/claude-code-guideAnalyze log files to troubleshoot errors, identify peak error periods, and produce error clustering, frequency statistics, and time distribution reports. Supports JSON, syslog, and Nginx formats with automatic detection. Use when a user uploads a .log file and asks to analyze errors, find patterns, debug issues, or get distribution stats.EngineeringNo warnings★ 4.7K↓ —
- code-vuln-auditzebbern/claude-code-guideScan code for security issues: dependency vulnerabilities (npm/pip audit), secret leaks (regex and entropy analysis), and OWASP anti-patterns like SQL injection, XSS, or command injection. Use when the user mentions security scans, vulnerability detection, secret leaks, API keys, OWASP, npm audit, pip-audit, hardcoded passwords, or code security checks.EngineeringNo warnings★ 4.7K↓ —
- code-to-diagramzebbern/claude-code-guideAnalyze codebases and automatically generate architecture diagrams, flowcharts, and org charts. Uses AST parsing to map import dependencies for Python, JS/TS, Go, and Java, outputting Mermaid or SVG files. Triggered when users ask to visualize code architecture, understand dependencies, draw a flowchart, or create a module diagram from source code.EngineeringNo warnings★ 4.7K↓ —
- citation-managementbrycewang-stanford/Auto-Empirical-Research-SkillsUse when adding citations to a .bib file, importing references by DOI, cleaning a bibliography, detecting duplicate entries, or normalizing citation keys. Uses direct .bib manipulation with CrossRef API for metadata resolution — no external tool dependencies.EngineeringNo warnings★ 4.7K↓ —
- auto-review-loop-minimaxbrycewang-stanford/Auto-Empirical-Research-SkillsAutonomous multi-round research review loop using MiniMax API. Use when you want to use MiniMax instead of Codex MCP for external review. Trigger with "auto review loop minimax" or "minimax review".EngineeringNo warnings★ 4.7K↓ —
- r-performancebrycewang-stanford/Auto-Empirical-Research-SkillsR performance best practices including profiling, benchmarking, vctrs, and optimization strategies. Use when optimizing R code.EngineeringNo warnings★ 4.7K↓ —
- reviewbrycewang-stanford/Auto-Empirical-Research-SkillsAll quality reviews — routes to appropriate critics based on target file type and flags. Replaces /paper-excellence, /proofread, /econometrics-check, /review-r, /review-paper.EngineeringNo warnings★ 4.7K↓ —
- obsidian-clibrycewang-stanford/Auto-Empirical-Research-SkillsInteract with Obsidian vaults using the Obsidian CLI to read, create, search, and manage notes, tasks, properties, and more. Also supports plugin and theme development with commands to reload plugins, run JavaScript, capture errors, take screenshots, and inspect the DOM. Use when the user asks to interact with their Obsidian vault, manage notes, search vault content, perform vault operations from the command line, or develop and debug Obsidian plugins and themes.EngineeringNo warnings★ 4.7K↓ —
- daily-codingbrycewang-stanford/Auto-Empirical-Research-SkillsUse for everyday coding tasks that involve writing or modifying source code.EngineeringNo warnings★ 4.7K↓ —