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.
47,966 skills from 2,309 repositories · updated 2 hours ago
10,104 skills
- cybernetic-loopOutlineDriven/outline-driven-developmentUse when the caller supplies a falsifiable out-of-happy-path invariant and a finite budget. Restores via bounded patches or reverts. Not for normal feature delivery or universal retries.OtherNo warnings★ 55↓ —
- domain-modelingOutlineDriven/outline-driven-developmentUse when pinning down domain terminology, maintaining the domain model, or when a term conflicts or needs sharpening.OtherNo warnings★ 55↓ —
- cargo-workflowsOutlineDriven/outline-driven-developmentUse when managing Cargo workspaces, feature flags, build scripts, CI caching, dependency auditing, or Cargo.lock with Rust.OtherNo warnings★ 55↓ —
- cat-mimi-demoYlsssq926/relic.skillMimi's pet Relic — a 14-jin orange tabby who lived 12 years and passed in 2025. Aloof by day, face-rubbing at midnight; drinks only running water, obsessed with the crinkle of plastic bags; loves parking on keyboards, waits at the door at fixed hours, shows her belly to her person only. 咪咪（Mimi）的宠物 Relic。她是一只14斤的橘猫，活了12年，于2025年离开。OtherNo warnings★ 73↓ —
- kitchen-demoYlsssq926/relic.skillThe Relic of a grandmother's kitchen — not the room, but the sense of place: the smell of lard, the radio on the windowsill, and the exact height of the table you learned to cook at. 祖母厨房的地方 Relic：存在的不是那个房间，而是走进它时的感觉——灶台上的味道、窗台的收音机、你学着做饭时那张桌子的高度。OtherNo warnings★ 73↓ —
- find-ideasalisadiq-ai/favstash-ai-video-editing-skillsFind what to make next: proven reels to adapt, outliers in a niche, saved inspiration and the creator's own results. Use before scripting, when asked what to post, to judge whether a reference is proven, or to turn saved reels into a short list of ideas.OtherNo warnings★ 52↓ —
- rust-profilingOutlineDriven/outline-driven-developmentUse when profiling Rust binaries with flamegraphs, cargo-bloat, cargo-llvm-lines, Criterion, perf, heaptrack, or DHAT.OtherNo warnings★ 55↓ —
- openweathermapAnil-matcha/awesome-muse-connectorsCurrent weather and 5-day forecast for any city. Trigger phrases: weather, openweathermap, forecast.OtherNo warnings★ 1.4K↓ —
- uncontested-niche-finderjoomcode/joompulse-skillsFinds low-competition niche products in the deep sub-categories of one category on JoomPulse — Mercado Livre (Brasil) or Shopee Brasil. Keeps only the deep niches with no dominant incumbent: no platinum seller on Mercado Livre, no Official store (Shopee Mall) seller on Shopee. Returns one table of niche products, each with a competition signal (how many sellers). Use when a seller wants uncontested niches or where to enter without fighting an incumbent. Triggers: "uncontested niche", "low-competition products", "find a niche to enter"; pt-BR "nicho sem concorrência", "produtos sem vendedor platinum", "nicho pouco disputado na Shopee", "nicho sem loja oficial na Shopee". Ask which marketplace when unclear; never mix the two. Sales and revenue are JoomPulse estimates, not real transactions; price, rating and reviews are real. For one product and its competitors use the ml-product-analysis skill; for fast-growing deep categories, the growing-leaf-category-tracker skill.OtherNo warnings★ 54↓ —
- probability-momentumSuperior-Trade/superior-skillsUse when a Polymarket outcome price and filled volume are accelerating in the same direction.OtherNo warnings★ 218↓ —
- model-retuningOutlineDriven/outline-driven-developmentUse when asked to run /model-retuning to retune a skill corpus for a new model, measurement-first. Not for static audits: use deslop.OtherNo warnings★ 55↓ —
- unbranded-products-in-categoryjoomcode/joompulse-skillsFinds products with no brand (unbranded / no-name / generic) in one category on JoomPulse — Mercado Livre (Brasil) or Shopee Brasil: an opening for your own brand / private label, where buyers aren't brand-anchored. Asks for a marketplace and a category, ranks the no-brand listings by estimated demand, and returns a product table. Triggers: "unbranded products", "products without a brand", "private-label opportunities", "unbranded products on Shopee"; pt-BR "produtos sem marca", "genéricos que vendem", "oportunidade de marca própria", "produtos sem marca na Shopee". Ask which marketplace when unclear; never mix the two. Sales and revenue are JoomPulse estimates, not real transactions; price, rating and reviews are real. On Shopee the unbranded set is a lower bound. NOT for ranking brands (use top-brand-position-tracker), new listings (use new-growing-products-in-category), high-demand low-rated products (use high-demand-low-quality-finder), or niches without platinum sellers (use uncontested-niche-finder).OtherNo warnings★ 54↓ —
- conan-vcpkgOutlineDriven/outline-driven-developmentUse when adding C/C++ dependencies with Conan or vcpkg, managing binary compatibility, integrating with CMake via conanfile.txt or vcpkg.json, or choosing between Conan and vcpkg.OtherNo warnings★ 55↓ —
- decision-toolkitnaveedharri/benai-skillsGenerate structured decision-making tools — step-by-step guides, bias checkers, scenario explorers, and interactive dashboards. Use when facing significant choices requiring systematic analysis. Supports multiple cognitive styles and output formats.OtherNo warnings★ 76↓ —Also in 1 other repo
- local-llmTserenTserenov/FMT-exocortex-templateЛокальный LLM-стек на Mac (Apple Silicon, MLX) под приватность и запасной режим. NL-вход к установке/запуску/переключению моделей + слой суждения для мониторинга новых моделей. Тонкая обёртка над скриптами РП404, не замена.OtherNo warnings★ 63↓ —
- week-closeTserenTserenov/FMT-exocortex-templateПротокол закрытия недели (Week Close). Алиас для /run-protocol week-close -- симметрия с /day-open.OtherNo warnings★ 63↓ —
- w-reflectionTserenTserenov/FMT-exocortex-templateЗаписать W-рефлексию (мировоззренческий слот RCS) в learning.w_reflections. Используется Диагностом R28 (MIM.R.009) или вызывается пользователем после рефлексивной сессии. Влияет на gate Д→П (FORM.089 §5.2).OtherNo warnings★ 63↓ —
- motherduck-load-datamotherduckdb/agent-skillsLoad files, object storage, dataframes, or external databases into MotherDuck with bulk ingestion. Use for any import of data into MotherDuck.OtherNo warnings★ 62↓ —Also in 1 other repo
- discoverevo-hq/evoInitialize evo for the current repository by exploring the codebase, proposing unexplored optimization dimensions, constructing the benchmark inside a baseline worktree, and running the first experiment. Use when the user invokes /evo:discover, mentions setting up evo, wants to instrument a codebase for autonomous optimization, or asks to start a new evo run on a project.OtherNo warnings★ 1.5K↓ —Also in 1 other repo
- motherduck-ducklakemotherduckdb/agent-skillsDecide whether DuckLake fits a MotherDuck workload and operate it safely. Use whenever DuckLake, open table formats, or customer-owned buckets come up.OtherNo warnings★ 62↓ —Also in 1 other repo
- car-tcomohitagw15856/pm-claude-skillsCompare the total cost of car ownership across buy-new, buy-used, lease, and keep-your-current-car — depreciation, insurance, maintenance ramp, and fuel over a real horizon, not just the monthly payment. Use when asked should I lease or buy a car, is it cheaper to keep my old car, what does this car really cost per month, or new vs used total cost. Produces the ranked scenario totals, per-month true cost, the assumption ledger, and the not-modeled list.OtherNo warnings★ 1.5K↓ —
- motherduck-manage-guidesmotherduckdb/agent-skillsRead or maintain MotherDuck Guides for business definitions, join rules, and reusable warehouse conventions.OtherNo warnings★ 62↓ —Also in 1 other repo
- gpio-baremetalOutlineDriven/outline-driven-developmentUse when configuring GPIO modes, alternate functions, pull resistors, or EXTI interrupts on STM32/nRF/ESP32-class MCUs. Not for register access rules: use mmio-and-bit-manipulation.OtherNo warnings★ 55↓ —
- repo-mapmohitagw15856/pm-claude-skillsNavigate a codebase by map instead of reading files wholesale — a deterministic stdlib script that emits the tree with line counts and top-level symbols, plus the read-the-map-first discipline that cuts exploration tokens by an order of magnitude. Use when asked explore this repo efficiently, stop re-reading the whole codebase, make a map of this project, or which files should the agent actually open. Produces the compact map with its token math (map vs. everything), the navigation discipline, and the open-only-what-matches rule.OtherNo warnings★ 1.5K↓ —
rag-eval
agentscope-ai/OpenJudge
OtherUpdated 13 hours ago
From the author
Use when the user has a RAG (Retrieval-Augmented Generation) system and wants to evaluate its quality — separating retrieval issues from generation issues. Also use when the user mentions RAG evaluation, faithfulness checking, hallucination detection in RAG, retrieval quality, chunking optimization, or "is my RAG pipeline working." Outputs a diagnostic matrix that pinpoints whether problems are in retrieval or generation.
Install
npx skills add agentscope-ai/OpenJudge --skill rag-eval -a claude-code
Installs to .claude/skills/rag-eval/ · 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
Runs bundled scriptsNo network use seenLicence: APACHE-2.0
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Files (2)
- SKILL.md
- scripts/rag_diagnostic.py