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.
45,100 skills from 2,196 repositories · updated 2 hours ago
3,187 skills
- academic-figurejoshua-zyy/academic-paper-writerCreate, revise, or audit academic data/result figures for CS/AI/ML papers. Data/result plots default to Python-generated editable SVG with CS/AI/ML-specific design rules for benchmarks, ablations, training dynamics, robustness, diagnostics, distributions, confusion matrices, and efficiency tradeoffs. Use when: generating plots from experiment results or numeric data, auditing publication figures, suggesting data-driven figure types, revising chart colors/layouts/labels, or preparing figure QA reports. Model framework diagrams, architecture diagrams, overview diagrams, and complex mechanism schematics are outside this skill's automatic drawing scope; provide only manual figure requirements or caption/blueprint notes when needed. Triggers on: 绘图, figure, chart, 画图, 实验图, 训练曲线, 消融实验, 对比图, 混淆矩阵, 结果图, 性能图, 鲁棒性图, 效率图, plot, publication figure, 数据可视化, generate plot, figure blueprint, 建议图表类型, figure audit, 审查图表, figure revision, 修改图表.TestingNo warnings★ 115↓ —
- manual-testertronghieu/agent-skillsPlan and run manual tests of the project's running app. Runs a session in one of five modes: exploratory, verification, smoke, assessment (UX, localization, accessibility, improvement review), or AI probe. Also writes a manual test plan that holds only what automated tests cannot judge. Use whenever the user asks, in any language, for something to be tested by hand or for a manual test plan — "manual test", "exploratory test", "bug hunt", "verify the bug fix", "smoke test", "QA this screen", "review this screen's UX", "what would you improve", "check the localized copy", "test the AI agent's answers", "write manual test cases", "kịch bản test manual" — or assigns a test design, test plan or test-case IDs to execute by hand. Not for writing automated tests.TestingNo warnings★ 88↓ —
- ecommerce-listing-suitexianyu110/ecommerce-image-skillsOrchestrate a complete ecommerce image set for one product: confirm product facts, plan the gallery per platform (Amazon 7-image set, Taobao 5 main + detail page, Shopee, TikTok Shop, Xiaohongshu), lock identity and campaign style, then call the specialised skills and QA every image. Use when the user wants a full listing image set, 全套图, 套图, 一键出图, listing images, PDP image pack.TestingNo warnings★ 118↓ —
- tdd-guideaAAaqwq/AGI-Super-TeamTest-driven development workflow with test generation, coverage analysis, and multi-framework supportTestingNo warnings★ 111↓ —
- qmd-extendedaAAaqwq/AGI-Super-TeamExtended QMD knowledge base with multi-backend embedding (Google AI Studio / Ollama / local). Use when managing QMD embeddings, switching backends, testing embedding quality, re-indexing, or troubleshooting QMD vector search. Triggers on "qmd embed", "embedding backend", "切换embedding", "embedding测试", "re-embed", "知识库embedding", "qmd扩展". For general QMD queries and knowledge retrieval, use memory-router skill instead.TestingNo warnings★ 111↓ —
- elsevier-figure-styleguhou-hvi/elsevier-figure-styleGenerate, revise, and audit source-backed quantitative manuscript figures, and visually audit exported schematic/conceptual figures and graphical abstracts without redrawing them in v0.1. Use for Elsevier-style manuscript figure generation, matplotlib or ggplot2 result plots, line charts, heatmaps, bar charts, scatter or Pareto plots, artwork export checks, pre-submission figure QA, mechanism/workflow diagram audits, graphical-abstract audits, or equivalent Chinese-language requests for paper figures and submission checks.TestingNo warnings★ 88↓ —
- pi-durable-dev-rulesAgents365-ai/365-skillsDeveloper reference for building applications, tools, and agents on the Pi Durable agent harness (@earendil-works/pi-durable) and the pi-ai model layer. Use when writing or debugging code that imports @earendil-works/pi-durable or pi-ai: assembling a Harness over memory/SQLite/JSONL/Durable Object storage, submitting input and waiting for answers, defining tools with TypeBox schemas and structured output, calling tools from tools, hooks and guards, durable tasks with checkpoints and ownership, subagents and child tasks, documents and migrations, code mode, tool search, per-conversation environments, compaction, recovery after a crash, storage and environment conformance tests, or choosing models and providers. Also use when a durable/agent-runtime behavior question comes up: what survives a restart, why an input stayed queued, why a task is blocked or orphaned, how abort cascades, or what the Pico5 specification requires.TestingNo warnings★ 92↓ —
- effect-tsUpdatedPaulRBerg/agent-skillsUse for nontrivial Effect 4 work including services/layers, typed errors, Schema/JsonSchema, Config, runtime/concurrency, @effect/vitest, effect/ai and @effect/ai-*, effect/sql and @effect/sql-*, Effect Atom (@effect/atom-*), or @prb/effect-next.TestingNo warnings★ 101↓ —
- tmux-skillAgents365-ai/365-skillsUse tmux from the command line to run, drive, and monitor terminal programs as a coding agent (detached sessions, send-keys input injection, capture-pane output polling, formats, completion detection, and control mode). Use when a task needs long-running or interactive processes (builds, tests, servers, REPLs, watch modes, TUI apps) kept alive across turns or inspected live; skip when plain `cmd > log 2>&1 &` is enough.TestingNo warnings★ 92↓ —
- cover-title-abxianyu110/ecommerce-video-skills封面与标题 A/B：为带货短视频生成多套封面（自动挑选清晰帧或用干净素材图 + 不同标题与版式）和多组标题/文案，导出 3:4 / 9:16 封面文件和对比图，并给出 A/B 测试方法与记录表。Use when the user wants a video cover, 封面, 首图, thumbnail, 标题, 文案, title variants, A/B test covers for 抖音 / 视频号 / 小红书 / TikTok, or wants to improve click-through rate.TestingNo warnings★ 102↓ —
- darwin-skillkingxiaozhe/cm-workflowDarwin Skill 2.0 (达尔文.skill 2.0): autonomous skill optimizer, v2.0 integrates Microsoft Research SkillLens (arXiv 2605.23899) 9-dim rubric + SkillOpt (arXiv 2605.23904) validation-gated design + human-in-the-loop checkpoints. Evaluates SKILL.md files using a 9-dimension rubric (structure + effectiveness + meta-skill blacklists), runs hill-climbing with git version control, spawns independent judge agents for blind evaluation, validates improvements through test prompts with auto-break on diminishing returns, and generates visual result cards. Use when user mentions "优化skill", "skill评分", "自动优化", "auto optimize", "skill质量检查", "达尔文", "darwin", "帮我改改skill", "skill怎么样", "提升skill质量", "skill review", "skill打分".TestingNo warnings★ 97↓ —
- fault-diagnosisNoobyGains/godmodeUse when a test fails, a build breaks, a bug is reported, behaviour is unexpected, performance degrades or an integration stops working, before proposing or making any fix.TestingNo warnings★ 114↓ —
- legal-qaThomasMoreAI/legal-skills-open用于信托领域合同与法务中的法务问答助手场景。支持结构化输入处理、规则分析与Markdown结果输出。TestingNo warnings★ 95↓ —
- blender-agent-benchmarkifBars/blender-agent-studioBenchmark Blender modeling agents, skills, prompts, scripts, or MCP tools with paired isolated runs. Use for baseline-versus-plugin comparisons, regression suites, skill forward-testing, MCP usefulness evaluation, score calibration, or claims that a Blender workflow improves mesh, visual, structural, animation, cost, or completion quality.TestingNo warnings★ 94↓ —
- loop-webhooksNewhookdeck/webhook-skillsReceive and verify Loop webhooks (loop.com, freight audit and logistics payments). Use when setting up a Loop webhook handler, debugging Loop svix-id / svix-timestamp / svix-signature verification, deduplicating on eventId, or handling events like payment.completed, payment.failed, receivable-invoice.finalized, payable-invoice-review.completed, shipment-job.rerated, business-exception.created or test-event.created. Not Loop Returns or Loop Subscriptions (Shopify apps from different companies).TestingNo warnings★ 94↓ —
- motive-webhooksNewhookdeck/webhook-skillsReceive and verify Motive (formerly KeepTruckin) fleet webhooks. Use when setting up a Motive webhook endpoint, verifying the X-KT-Webhook-Signature header (hex HMAC-SHA1 of the raw body), debugging Motive signature verification failures, passing the activation test request, or handling actions like vehicle_location_updated, fault_code_opened, fault_code_closed, user_upserted, and hos_violation_upserted.TestingNo warnings★ 94↓ —
- strategy-boardtronghieu/agent-skillsA C-level strategy advisory board, run as a team of named specialist agents, that takes an executive from a raw strategic question to a defended, board-ready recommendation. Use this skill whenever the user faces a significant business decision or wants strategic analysis — market entry, build-vs-buy, M&A, digital transformation, annual planning, portfolio prioritization, pricing, a big investment, a competitive threat, a turnaround. Trigger on requests like "should we invest in / build / buy / enter…", "develop a strategy for…", "evaluate this opportunity", "make the business case", "stress-test this plan", "run a pre-mortem", or "prepare a board presentation" — in any language, even when the user doesn't say the word "strategy". Also trigger when the user names a board member (Drucker, Porter, Christensen, Graham, Grove, Wack, Taleb, Minto) or asks to convene the board / open a boardroom session.TestingNo warnings★ 88↓ —
- product-managertronghieu/agent-skillsAct as a product-manager copilot that turns evidence into product decisions and artifacts: backlogs and prioritization, PRDs and user stories, metrics and OKRs, experiments, launch plans, feedback triage, and pricing/packaging, kept in a per-product workspace. Use whenever the user wants to decide what to build, spec it, or ship it: "write a PRD for…", "prioritize our backlog", "what should we build next", "plan OKRs", "define our north star metric", "design an A/B test", "plan the launch", "triage this customer feedback", "platform or feature?", in any language ("viết PRD", "ưu tiên tính năng nào", "quản lý sản phẩm", "プロダクト管理", "产品经理"), even when they never say "product manager". Also use when the user returns to a product workspace this skill created (a directory holding `product.md`, `state.md`, and `decisions.md`). Not for deep user discovery (design-thinking), desk market facts (market-researcher), or company-level bets (strategy-board).TestingNo warnings★ 88↓ —
- bmad-forge-ideaalvin-reyes/better-agentic-ideTest a half-formed idea in a questioning conversation, with different personas probing its weak points, until the user can act on it or drop it with confidence. Optionally writes a short brief for planning skills to build on. Use when the user says 'forge an idea', 'pressure-test this idea', 'stress-test my thinking', or 'harden this idea'TestingNo warnings★ 85↓ —Also in 1 other repo
- bmad-evalalvin-reyes/better-agentic-ideRuns the evals of a BMad skill through the agent harness the user works in and reports what they show: baseline against the bare model, variant against a stripped or prior version, quality against a rubric, and trigger accuracy of the description with an optional optimization loop. Use when the user asks to evaluate, benchmark, test the triggers of, grade, or compare versions of a skill, or when the bmad-toolsmith skill asks for an eval of a skill it built.TestingNo warnings★ 85↓ —Also in 1 other repo
- 1c-web-testDesko77/claude-code-skills-1cТестирование 1С через веб-клиент - автоматизация действий в браузере. Используй когда пользователь просит проверить, протестировать, автоматизировать действия в 1С через браузерTestingNo warnings★ 85↓ —
- skill-creatorDesko77/claude-code-skills-1cCreate new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, update or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.TestingNo warnings★ 85↓ —
- scriptingjstanden/cerbCerb scripting -- Twig at the base, extended with Cerb commands, functions, filters, and tests. Load it whenever you write or debug the contents of a scripting value, wherever that value lives.TestingNo warnings★ 83↓ —
- skill-evaluatorHeshamFS/materials-simulation-skillsRigorously evaluate an Agent Skill end-to-end across ANY coding-agent CLI — verify its scripts emit the documented numbers (deterministic checks), test whether its description triggers on the right prompts, and measure whether an agent following the SKILL.md beats a no-skill baseline (with/without pass-rate delta, mean ± stddev, benchmarked). Use whenever you need to test, benchmark, validate, grade, or quantify a skill's quality, check if a skill "actually works," compare two skill versions, optimize a skill's triggering, or set up an eval suite — even if the user just says "is this skill any good," "does my skill work," or "benchmark this skill." Drives Claude Code, OpenAI Codex, Antigravity (agy), Cursor, GitHub Copilot, Amp, opencode, or Grok in headless mode.TestingNo warnings★ 83↓ —