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.
46,100 skills from 2,198 repositories · updated 10 hours ago
9,541 skills
- xs-transcriberkaraage0703/ai-assistant-workspace音声ファイルをテキストに文字起こしするスキル。mp3/wav/m4a/ogg/flac形式に対応。whisperベースのtranscriber_toolを使用し、tiny/base/small/medium/largeの5つのモデルから精度と速度のバランスを選択可能。長時間音声はバックグラウンド実行に対応。「文字起こしして」「音声をテキストに変換して」で使用。OtherNo warnings★ 137↓ —
- xs-xangi-settingskaraage0703/ai-assistant-workspacexangiの設定確認・設定ファイル変更・反映再起動を行うスキル。最新仕様は対象cloneのxangiドキュメントを参照する。「このチャンネルでも応答して」「タイムアウト変えて」「設定確認して」で使用。OtherNo warnings★ 137↓ —
- slime-rl-trainingKalarisLabs/research-agent-skillsProvides guidance for LLM post-training with RL using slime, a Megatron+SGLang framework. Use when training GLM models, implementing custom data generation workflows, or needing tight Megatron-LM integration for RL scaling.OtherNo warnings★ 76↓ —
- scenario-roblox-gameplayUpdatedscenario-labs/skillsUse when building Roblox gameplay systems: NPC or enemy AI that patrols, chases and attacks, state machines or behavior trees, 'NPC pathfinding stuck', 100 zombies lag the server, hitboxes, melee combos, M1 combat, 'hits register twice', raycasts, Spherecast, Shapecast, guns and projectiles, 'bullets go through walls', knockback and stun, LinearVelocity, VectorForce or AlignPosition movers, replacing BodyVelocity, cars and vehicles with suspension, 'car flips', VehicleSeat, network ownership of NPCs and vehicles, round loops, BindToSimulation logic.OtherNo warnings★ 1.2K↓ —
- find-skillsnaveedharri/benai-skillsHelps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.OtherNo warnings★ 76↓ —Also in 2 other repos
- verifyyha9806/academic-writing-toolkitFact-check claims encountered during reading — dates, names, events, citations. Use when encountering historical facts or disputed claims.OtherNo warnings★ 54↓ —
- setupOutlineDriven/outline-driven-developmentUse when the user asks to set up the agent environment. Covers credentials, placeholders, tool access checks, a uv venv, a pack install, or a role-model mapping file. Not for unattended runs.OtherNo warnings★ 55↓ —
- qdrant-vector-searchKalarisLabs/research-agent-skillsHigh-performance vector similarity search engine for RAG and semantic search. Use when building production RAG systems requiring fast nearest neighbor search, hybrid search with filtering, or scalable vector storage with Rust-powered performance.OtherNo warnings★ 76↓ —
- Strix•路径穿越与文件包含asdfgh1445/ctf-super-hubStrix 路径穿越与文件包含测试手册,覆盖本地/远程文件访问与代码执行链;触发名:strix-path-traversal-lfi-rfiOtherNo warnings★ 840↓ —
- torchforge-rl-trainingKalarisLabs/research-agent-skillsProvides guidance for PyTorch-native agentic RL using torchforge, Meta's library separating infra from algorithms. Use when you want clean RL abstractions, easy algorithm experimentation, or scalable training with Monarch and TorchTitan.OtherNo warnings★ 76↓ —
- Strix•业务逻辑漏洞asdfgh1445/ctf-super-hubStrix 业务逻辑漏洞测试手册,覆盖流程绕过、状态操控与领域约束破坏;触发名:strix-business-logicOtherNo warnings★ 840↓ —
- validatehashgraph-online/awesome-codex-pluginsFreshly judge whether a finished change and its claims meet original acceptance: PASS, FAIL or NOT_PROVEN. Use when: asked for a go/no-go, sign-off or independent verdict.OtherNo warnings★ 1.4K↓ —Also in 2 other repos
- openweathermapAnil-matcha/awesome-muse-connectorsCurrent weather and 5-day forecast for any city. Trigger phrases: weather, openweathermap, forecast.OtherNo warnings★ 1.4K↓ —
- evaluating-llms-harnessKalarisLabs/research-agent-skillsEvaluates LLMs across 60+ academic benchmarks (MMLU, HumanEval, GSM8K, TruthfulQA, HellaSwag). Use when benchmarking model quality, comparing models, reporting academic results, or tracking training progress. Industry standard used by EleutherAI, HuggingFace, and major labs. Supports HuggingFace, vLLM, APIs.OtherNo warnings★ 76↓ —
- market-evidence-checkAnil-matcha/awesome-muse-connectorsRead-only OKX public order-book cost and freshness check. Trigger phrases: OKX cost check, order book impact, quote freshness, market evidence check.OtherNo warnings★ 1.4K↓ —
- timeline-creatormhattingpete/claude-skills-marketplaceCreate HTML timelines and project roadmaps with Gantt charts, milestones, phase groupings, and progress indicators. Use when users request timelines, roadmaps, Gantt charts, project schedules, or milestone visualizations.OtherNo warnings★ 689↓ —
- leaf-agricultureAnil-matcha/awesome-muse-connectorsRead and manage farm data through Leaf Agriculture: fields, boundaries, machine operation files, and as-applied irrigation. Trigger phrases: leaf agriculture, farm data, field boundaries, as-applied irrigation, john deere data, operation files.OtherNo warnings★ 1.4K↓ —
- skypilot-multi-cloud-orchestrationKalarisLabs/research-agent-skillsMulti-cloud orchestration for ML workloads with automatic cost optimization. Use when you need to run training or batch jobs across multiple clouds, leverage spot instances with auto-recovery, or optimize GPU costs across providers.OtherNo warnings★ 76↓ —
- trajectory-analysisawslabs/hcls-agent-skillsSingle-cell trajectory inference pipeline covering diffusion pseudotime (DPT), PAGA, RNA velocity with scVelo, and fate mapping with CellRank. Use when the user mentions pseudotime, trajectory, lineage, differentiation, RNA velocity, scVelo, CellRank, PAGA, diffusion map, fate probabilities, terminal states, spliced/unspliced, velocyto, order cells by development, cell differentiation path, cell fate, branching analysis, monocle, developmental trajectory, stem cell differentiation, progenitor to mature, how do cells differentiate, cell lineage tree, velocity arrows, fate mapping, transition probabilities, root cells, terminal states, absorption probabilities, or latent time.OtherNo warnings★ 68↓ —
- devexpress-winforms-tab-controlDevExpress/agent-skillsExpert skill for the DevExpress WinForms XtraTabControl (DevExpress.XtraTab, DevExpress.Win.Navigation NuGet). Build tabbed UIs that organize controls into pages — add/remove XtraTabPage pages via the TabPages collection, populate pages, position and orient headers (HeaderLocation, HeaderOrientation), wrap headers into rows (MultiLine), show Prev/Next/Close header buttons (HeaderButtons) and per-page Close buttons (ClosePageButtonShowMode), respond to selection (SelectedPageChanged/SelectedPageChanging) and close (CloseButtonClick) events, hide headers for wizard-style navigation (ShowTabHeader), add header icons (XtraTabPage.ImageOptions), and add custom header buttons (CustomHeaderButtons). Use when a user asks about WinForms tab control, tabbed pages, XtraTabControl, XtraTabPage, tab headers, closable tabs, tab navigation, or organizing controls into pages on a form. For MDI/document interfaces use DocumentManager or XtraTabbedMdiManager instead.OtherNo warnings★ 66↓ —
- distributed-llm-pretraining-torchtitanKalarisLabs/research-agent-skillsProvides PyTorch-native distributed LLM pretraining using torchtitan with 4D parallelism (FSDP2, TP, PP, CP). Use when pretraining Llama 3.1, DeepSeek V3, or custom models at scale from 8 to 512+ GPUs with Float8, torch.compile, and distributed checkpointing.OtherNo warnings★ 76↓ —
- automate-meOutlineDriven/outline-driven-developmentUse when asked to create or refresh a personal mode skill and open a reviewable PR. Not for shared repo skills or work that skips human approval.OtherNo warnings★ 55↓ —
- ase-meta-chatrse/aseQuery foreign LLM for chat. Use this skill if a foreign LLM like OpenAI ChatGPT, Google Gemini, DeepSeek or xAI Grok should be queried with a single chat message.OtherNo warnings★ 60↓ —
- 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↓ —
ghm-sot-builder
mattgierhart/PRD-driven-context-engineering
OtherUpdated Aug 31, 2026
From the author
Creates new Source of Truth (SoT) files when existing templates don't fit your needs. Triggers on requests to create a new SoT file, add a new artifact type, or when user says "I need to track [X] but there's no SoT for it", "create SoT", "new source of truth". Outputs a properly structured SoT.*.md file with ID prefix, frontmatter, and update protocol.
Install
npx skills add mattgierhart/PRD-driven-context-engineering --skill ghm-sot-builder -a claude-code
Installs to .claude/skills/ghm-sot-builder/ · 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 82
Security100
Provenance67
Maintenance85
Licence100
Adoption38
Files (4)
- SKILL.md
- assets/sot-template.md
- references/examples.md
- references/sot-patterns.md