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.
47,891 skills from 2,309 repositories · updated 24 minutes ago
10,096 skills
- invoiceaAAaqwq/AGI-Super-TeamManual invoice generation without CRMOtherNo warnings★ 112↓ —
- ai-media-generation-expertroedyrustam/vibes-plugAI media generation: Flux, Sora, Runway, ElevenLabs TTS, and Whisper / Generasi media AI: Flux, Sora, Runway, ElevenLabs TTS, dan Whisper.OtherNo warnings★ 116↓ —
- narrationJimLiu/baocut做一条由旁白带着走的成片（资讯快评、知识讲解、产品介绍、步骤教程），或给已有画面配一段多句的旁白时用：先按实测语速算出稿子该有多少字、按句分行写稿，再选一个全片不变的音色、用同一套语气说明一次合成，量时长、查接缝、只重配不合格的句子，最后把画面剪到旁白上。不用于把视频配成另一种语言（翻译配音），也不用于只念一句话。OtherNo warnings★ 1.6K↓ —
- 示例分章JimLiu/baocut测试用的 craft：分章节。OtherNo warnings★ 1.6K↓ —
- anlagen-bauenKlotzkette/claude-fuer-deutsches-rechtFür Fluggastrechte — Anlagen bauen: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Prüfprodukt mit Risiko und nächstem Schritt.OtherNo warnings★ 1.8K↓ —
- reverse-engineer-anythingNewroedyrustam/vibes-plugReverse-engineer binaries, firmware, and web apps with REA AgentEnv / Rekayasa balik biner, firmware, dan web apps dengan REA AgentEnv.OtherNo warnings★ 116↓ —
- ai-inference-service-meshBagelHole/DevOps-Security-Agent-SkillsUse service mesh patterns for AI inference traffic management, mTLS, canary releases, policy enforcement, and cross-cluster resilience.OtherNo warnings★ 1.2K↓ —
- watchers-runaAAaqwq/AGI-Super-TeamAutomatic trigger monitoring for leadsOtherNo warnings★ 112↓ —
- geotoolboxrshankras/claude-code-apple-skillsGeoToolbox PlaceDescriptor patterns with MapKit integration for location representation, geocoding, and multi-service place identifiers. Use when working with place descriptors, geocoding, or cross-service location data.OtherNo warnings★ 842↓ —
- charts-3drshankras/claude-code-apple-skills3D chart visualization with Swift Charts using Chart3D, SurfacePlot, interactive pose control, and surface styling — plus a 2D Swift Charts construction reference (marks, axes, selection, SectorMark, scrollable charts). Use when creating data visualizations with Swift Charts.OtherNo warnings★ 842↓ —
- prompt-injection-firewallroedyrustam/vibes-plugRuntime defenses against prompt injection, jailbreaks, and SSRF / Pertahanan runtime terhadap prompt injection, jailbreak, dan SSRF.OtherNo warnings★ 116↓ —
- run2_schedulercxcscmu/SkillLearnBenchAn improved scheduling algorithm to find the earliest compatible free slots under time constraints.OtherNo warnings★ 91↓ —
- vga-pruefrasterThomasMoreAI/legal-skills-openFür Verdeckte Gewinnausschüttung — Paragraf 8 Abs. 3 S. 2 KStG Prüfraster: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Prüfprodukt mit Risiko und nächstem Schritt. Fachgebiet: Steuerrecht – Steuerberater und Anwälte. Route: vga-pruefraster.OtherNo warnings★ 97↓ —
- firebase-app-platformBagelHole/DevOps-Security-Agent-SkillsBuild and operate apps on Firebase using Auth, Firestore, Cloud Functions, and Hosting. Use when building mobile/web backends with managed services, real-time data sync, or serverless APIs.OtherNo warnings★ 1.2K↓ —
- product-agentrshankras/claude-code-apple-skillsDiscover and validate product ideas, analyze markets, scope MVPs, and optimize app store presence for iOS/macOS apps. Use when user asks to discover, validate, assess, scope, or analyze product ideas, market opportunities, or when they mention "product agent", "app idea validation", "should I build this", "MVP", "market analysis", or "ASO".OtherNo warnings★ 842↓ —
- error-monitoringrshankras/claude-code-apple-skillsGenerates protocol-based error/crash monitoring with swappable providers (Sentry, Crashlytics). Use when user wants to add crash reporting, error tracking, or production monitoring.OtherNo warnings★ 842↓ —
- opencv-grayscalecxcscmu/SkillLearnBenchConvert images from RGB/BGR to grayscale using OpenCV and save in-place.OtherNo warnings★ 91↓ —
- langchain4j-rag-implementation-patternsgiuseppe-trisciuoglio/developer-kitProvides Retrieval-Augmented Generation (RAG) implementation patterns with LangChain4j for Java. Generates document ingestion pipelines, embedding stores, vector search, and semantic search capabilities. Use when building chat-with-documents systems, document Q&A over PDFs or text files, AI assistants with knowledge bases, semantic search over document repositories, or knowledge-enhanced AI applications with source attribution.OtherNo warnings★ 366↓ —
- feedback-formrshankras/claude-code-apple-skillsGenerates an in-app feedback collection form with category selection, text input, optional screenshot attachment, device diagnostics, and smart routing — directing happy users to App Store reviews and unhappy users to support. Use when user wants feedback, bug reports, feature requests, or contact support forms.OtherNo warnings★ 842↓ —
- monte-carlo-proactive-monitoringmonte-carlo-data/mc-agent-toolkitGuide users from coverage analysis to monitor creation. USE WHEN user asks what should I monitor, where are my gaps, improve coverage, or wants a systematic approach to monitoring across their data estate.OtherNo warnings★ 93↓ —
- appkit-swiftui-bridgershankras/claude-code-apple-skillsExpert guidance for hybrid AppKit-SwiftUI development. Covers NSViewRepresentable, hosting controllers, and state management between frameworks. Use when bridging AppKit and SwiftUI.OtherNo warnings★ 842↓ —
- keyword-optimizerrshankras/claude-code-apple-skillsOptimize app title, subtitle, and keywords for maximum App Store discoverability. Use when launching a new app, improving search rankings, entering new markets/languages, or safely optimizing ASO for an app with existing traffic.OtherNo warnings★ 842↓ —
- go-programming-expertroedyrustam/vibes-plugGo 1.24+ microservices, sqlc, net/http, and concurrency patterns / Pemrograman Go 1.24+, microservices, sqlc, dan pola konkuren.OtherNo warnings★ 116↓ —
- force-updatershankras/claude-code-apple-skillsGenerates a minimum version enforcement system with hard-block and soft-prompt update flows, App Store redirect, and remote config or App Store lookup for version checks. Use when user wants force update, mandatory update, or minimum version check.OtherNo warnings★ 842↓ —
run2_simpo-loss
cxcscmu/SkillLearnBench
OtherUpdated Oct 2, 2026
From the author
Complete implementation of the SimPO (NeurIPS 2024) loss function with all variants and edge cases - use when reproducing SimPO or implementing reference-free preference optimization.
Install
npx skills add cxcscmu/SkillLearnBench --skill run2_simpo-loss -a claude-code
Installs to .claude/skills/run2_simpo-loss/ · Each command fetches the skill straight from GitHub with the open skills CLI.
Download .zip
Byte-identical to the scanned commit, with the repository’s licence and a SOURCE.txt.
What it can touch
Instructions onlyNo network use seenLicence: MIT
Safety checks on SKILL.md
No warnings.
Why 83
Security100
Provenance64
Maintenance100
Licence100
Adoption34
Files (1)
- SKILL.md