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.
11,036 skills from 323 repositories · updated 17 minutes ago
1,172 skills
- unpaywall-apibrycewang-stanford/Auto-Empirical-Research-SkillsFind free legal full-text versions of scholarly articles via UnpaywallEngineeringNo warnings★ 4.7K↓ —
- auto-review-loop-llmbrycewang-stanford/Auto-Empirical-Research-SkillsAutonomous research review loop using any OpenAI-compatible LLM API. Configure via llm-chat MCP server or environment variables. Trigger with "auto review loop llm" or "llm review".EngineeringNo warnings★ 4.7K↓ —
- 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★ 3.7K↓ —
- idea-discovery-robotbrycewang-stanford/Auto-Empirical-Research-SkillsWorkflow 1 adaptation for robotics and embodied AI. Orchestrates robotics-aware literature survey, idea generation, novelty check, and critical review to go from a broad robotics direction to benchmark-grounded, simulation-first ideas. Use when user says "robotics idea discovery", "机器人找idea", "embodied AI idea", "机器人方向探索", "sim2real 选题", or wants ideas for manipulation, locomotion, navigation, drones, humanoids, or general robot learning.EngineeringNo warnings★ 4.7K↓ —
- master-thesis-reviewbrycewang-stanford/Auto-Empirical-Research-SkillsGenerate master's thesis review reports (硕士论文评阅意见) calibrated to a given score. Outputs academic evaluation and shortcomings/suggestions in Chinese. Trigger when user says "master thesis review" / "硕士论文评阅" / "论文评阅" / "评阅意见" / "thesis review".EngineeringNo warnings★ 4.7K↓ —
- literature-reviewaipoch/open-scienceFind, verify, and synthesize scientific literature — from "what's the seminal paper for X" through full multi-source reviews. Covers grounding claims in real retrieved sources, avoiding fabricated citations, handling retractions, and calibrating confidence to evidence strength.EngineeringNo warnings★ 5.3K↓ —
- markdown-unwrapbrycewang-stanford/Auto-Empirical-Research-SkillsUnwraps hard-wrapped markdown files so that each sentence ends with a newline instead of mid-sentence line breaks. Joins continuation lines within a paragraph into single lines, then re-breaks at sentence boundaries (period, question mark, exclamation point). Preserves blank lines, headings, fenced code blocks, block quotes, and list items. Use when asked to unwrap text, fix line breaks, reflow sentences, or clean up hard-wrapped markdown or .qmd files.EngineeringNo warnings★ 4.7K↓ —
- healthtw93/WazaAudits agent config, instruction drift, hooks or MCP, and AI maintainability. Use when Claude, Codex, or Pi setup looks wrong. Not for application bugs or PR review.EngineeringNo warnings★ 7.3K↓ —Also in 1 other repo
- daily-codingbrycewang-stanford/Auto-Empirical-Research-SkillsUse for everyday coding tasks that involve writing or modifying source code.EngineeringNo warnings★ 4.7K↓ —
- literature-reviewbrycewang-stanford/Auto-Empirical-Research-Skills帮助用户撰写高质量的文献综述类论文。提供从选题、文献检索、评估筛选、结构规划到最终写作的全流程指导。适用于需要撰写独立文献综述论文或学术论文中文献综述部分的用户。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↓ —
- 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↓ —
- 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↓ —
- migrate-nullable-referencesdotnet/skillsEnable nullable reference types in a C# project and systematically resolve all warnings. USE FOR: adopting NRTs in existing codebases, file-by-file or project-wide migration, fixing CS8602/CS8618/CS86xx warnings, annotating APIs for nullability, cleaning up null-forgiving operators, upgrading dependencies with new nullable annotations. DO NOT USE FOR: projects already fully migrated with zero warnings (unless auditing suppressions), fixing a handful of nullable warnings in code that already has NRTs enabled, suppressing warnings without fixing them, C# 7.3 or earlier projects. INVOKES: Get-NullableReadiness.ps1 scanner script.EngineeringNo warnings★ 5.7K↓ —
- web-searchopen-gitagent/opengapAdvanced web search using Tavily API for current information retrievalEngineeringNo 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↓ —
- 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↓ —
- 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↓ —
- 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↓ —
- 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↓ —
- 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↓ —
- 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★ 52.8K↓ —
- stata-runbrycewang-stanford/Auto-Empirical-Research-SkillsRun arbitrary Stata code or a .do file and display the result.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↓ —
auto-review-loop-llm
brycewang-stanford/Auto-Empirical-Research-Skills
EngineeringUpdated 2 days ago
From the author
Autonomous research review loop using any OpenAI-compatible LLM API. Configure via llm-chat MCP server or environment variables. Trigger with "auto review loop llm" or "llm review".
Install
npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill auto-review-loop-llm -a claude-code
Installs to .claude/skills/auto-review-loop-llm/ · Each command fetches the skill straight from GitHub with the open skills CLI.
No download: this skill’s licence (Custom or unclear) does not let us redistribute its files. The install commands fetch them from GitHub instead.
What it can touch
Instructions onlyUses the networkLicence: Custom or unclear
Safety checks on SKILL.md
No warnings.
Why 85
Security100
Provenance84
Maintenance100
Licence45
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Files (1)
- SKILL.md