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.
47,307 skills from 2,272 repositories · updated 1 hour ago
10,066 skills
- simpo-loss-functioncxcscmu/SkillLearnBenchImplement SimPO loss with length-normalized rewards and target margin.OtherNo warnings★ 91↓ —
- keel-audittonone-ai/tononeOperational efficiency audit — identify waste, redundancy, and friction across processes, tools, and team workflows. Use when asked to "audit our operations for waste", "where are we inefficient", "what tools are we paying for but not using", or "reduce operational overhead".OtherNo warnings★ 76↓ —
- pareto-optimizationcxcscmu/SkillLearnBenchCompute Pareto-optimal frontiers from multi-objective optimization results, including dominance checking and frontier extraction.OtherNo warnings★ 91↓ —
- cmuxlingxling/awesome-skills-cnControl cmux workspaces, panes, surfaces, and agent sessions safely from macOS terminal workflows.OtherNo warnings★ 323↓ —
- ip-assignmentThomasMoreAI/legal-skills-openDrafts intellectual property assignment agreements transferring patents, trademarks, copyrights, and trade secrets. Covers conveyancing language, registration recordation, consideration, representations and warranties, and post-closing obligations. Use when drafting IP assignments, asset purchase IP transfers, or technology transfer documents.OtherNo warnings★ 95↓ —
- run2_fund_analysiscxcscmu/SkillLearnBenchAnalyze individual fund holdings, AUM, and portfolio composition from 13-F dataOtherNo warnings★ 91↓ —
- glm-runnercxcscmu/SkillLearnBenchManage GLM (General Lake Model) configuration and execution. Use this skill when modifying 'glm3.nml' or running the GLM binary to ensure simulation parameters are correctly set and the model runs successfully.OtherNo warnings★ 91↓ —
- rank-evaltonone-ai/tononeBuild ranking evaluation — NDCG/MRR measurement, human relevance labeling, offline eval harness. Use when asked to "measure ranking quality", "compute NDCG for our search", or "set up human relevance labeling".OtherNo warnings★ 76↓ —
- run2_simpo-losscxcscmu/SkillLearnBenchComplete implementation of the SimPO (NeurIPS 2024) loss function with all variants and edge cases - use when reproducing SimPO or implementing reference-free preference optimization.OtherNo warnings★ 91↓ —
- pareto-frontiercxcscmu/SkillLearnBenchIdentify Pareto-optimal points from a set of multi-objective solutions.OtherNo warnings★ 91↓ —
- edge-recontonone-ai/tononeAudit existing CDN and edge configuration — find cache misses, missing headers, and performance gaps. Use when asked to "audit our CDN", "why is our cache hit rate low", or "find edge config gaps".OtherNo warnings★ 76↓ —
- guofeng-visual-director62656456/ai-film-skills为中国古风题材设计完整的视觉语言，并编写、优化或诊断图像提示词；覆盖人物服饰、建筑空间、器物陈设、色彩光线、构图、故事关键帧与系列连续性。用于古风视觉设计、古装电影美术、历史或架空古代场景、古风人像、古风视觉圣经及明确的古风出图请求。区分历史还原、架空古风与风格化表达；不把古风自动变成仙侠、武侠或固定朝代。纯历史问答、古诗创作、完整剧本、逐镜分镜和现代国潮品牌设计不以本技能为主。OtherNo warnings★ 94↓ —
- maven-build-skipcxcscmu/SkillLearnBenchGuide on how to rebuild Druid using Maven while skipping unnecessary checks. Use this skill when asked to compile or build Druid.OtherNo warnings★ 91↓ —
- readme-i18nxixu-me/skillsUse when the user wants to translate a repository README, make a repo multilingual, localize docs, add a language switcher, internationalize the README, or update localized README variants in a GitHub-style repository.OtherNo warnings★ 79↓ —
- lodge-dmcatonone-ai/tononeDraft DMCA takedown notice or counter-notice. Use when asked to "file a DMCA takedown", "respond to a DMCA notice", or "draft a counter-notice".OtherNo warnings★ 76↓ —
- pave-recontonone-ai/tononePlatform reconnaissance — inventory all developer tooling, environments, build systems, and developer workflows for project takeover. Use when asked to "understand the dev setup", "developer tooling assessment", "platform assessment", or "how do developers work here".OtherNo warnings★ 76↓ —
- anlagenpaketThomasMoreAI/legal-skills-openFür Anlagenpaket: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Prüfprodukt mit Risiko und nächstem Schritt.OtherNo warnings★ 95↓ —
- tune-recontonone-ai/tononeAudit existing fine-tuning or prompt engineering work — find quality gaps and optimization opportunities. Use when asked to "audit our fine-tuning work", "find prompt engineering gaps", or "look for optimization opportunities".OtherNo warnings★ 76↓ —
- materialsarjun988/blender-skillsBlender PBR and stylized material creation for metal, wood, concrete, fabric, glass, dirt, rust, and procedural shaders. Use for look development, material reuse, and production shading in Blender via MCP.OtherNo warnings★ 1.2K↓ —Also in 1 other repo
- oil-visualoil-oil/oil-visual制作统一漫画墨线风格的解释图与透明插画素材，可单独绘制眼镜线条人物、暖黄色牧羊犬、两者组合，或同风格的物件与装饰元素。当用户需要概念、机制、流程、对比的完整解释画面，或可复用的排版插图时使用；不用于普通代码图表、照片处理或无关品牌视觉。OtherNo warnings★ 105↓ —
- secure-linux-web-hostingxixu-me/skillsUse when setting up, hardening, or reviewing a cloud server for self-hosting, including DNS, SSH, firewalls, Nginx, static-site hosting, reverse-proxying an app, HTTPS with Let's Encrypt or ACME clients, safe HTTP-to-HTTPS redirects, or optional post-launch network tuning such as BBR.OtherNo warnings★ 79↓ —
- california-small-claimscxcscmu/SkillLearnBenchHow to fill out the California Small Claims Court SC-100 form, including field mapping and required vs. optional fields.OtherNo warnings★ 91↓ —
- release-postermrpulor-gh/nuphusNuphus — 本地优先的 AI Agent：真实桌面执行力 + 手机第二块屏幕。Local-first AI agent with real desktop execution and dual-device real-time sync.OtherNo warnings★ 89↓ —
- hunt-lfilingxling/awesome-skills-cnHunt Local File Inclusion (LFI), Remote File Inclusion (RFI), and Path TraversalOtherNo warnings★ 323↓ —
simpo-loss
cxcscmu/SkillLearnBench
OtherUpdated Oct 2, 2026
From the author
SimPO (Simple Preference Optimization) loss computation for LLM alignment without a reference model.
Install
npx skills add cxcscmu/SkillLearnBench --skill simpo-loss -a claude-code
Installs to .claude/skills/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