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.
20,857 skills from 756 repositories · updated 6 minutes ago
1,411 skills
- tao-analyze-gaps-od-mapNVIDIA/skillsRun TAO Data Services object-detection gap analysis from ground-truth and inference annotations. Use when an object detection workflow needs to identify weak images by comparing model predictions against ground truth using per-class recall, precision, and AP50 thresholds. Use when the user asks to "analyze OD gaps", "find weak OD images", or "run mAP gap analysis".ProductivityNo warnings★ 3.7K↓ —
- jetson-memory-auditNVIDIA/skillsMeasure Jetson DRAM/NvMap usage and verify before/after memory reclamation with live audit data.ProductivityNo warnings★ 3.7K↓ —
- jetson-diagnosticNVIDIA/skillsRead-only Jetson health snapshot for identity, memory, GPU, thermal, power, storage, services, and top processes.ProductivityNo warnings★ 3.7K↓ —
- explaining-machine-learning-modelsforyourhealth111-pixel/Vibe-SkillsExplain trained machine learning models through feature attribution, local explanations, and behavior summaries. Use as an explicit/manual helper once a model already exists, not for training ownership, leakage auditing, or general ML strategy selection.ProductivityNo warnings★ 3.8K↓ —
- context-fundamentalsforyourhealth111-pixel/Vibe-SkillsThis skill should be used when the user asks to "understand context", "explain context windows", "design agent architecture", "debug context issues", "optimize context usage", or discusses context components, attention mechanics, progressive disclosure, or context budgeting. Provides foundational understanding of context engineering for AI agent systems.ProductivityNo warnings★ 3.8K↓ —
- knowledge-stewardforyourhealth111-pixel/Vibe-SkillsAI工作经验知识库管理。适用于用户明确要求'保存到Obsidian'、'记录这个'、'save this insight'、'memo this'、'capture this'等知识沉淀场景。将对话中的提示词、模式、问题修复、想法和效率优化保存到Obsidian知识库，并自动同步到GitHub。ProductivityNo warnings★ 3.8K↓ —
- pufferlibforyourhealth111-pixel/Vibe-SkillsThis skill should be used when working with reinforcement learning tasks including high-performance RL training, custom environment development, vectorized parallel simulation, multi-agent systems, or integration with existing RL environments (Gymnasium, PettingZoo, Atari, Procgen, etc.). Use this skill for implementing PPO training, creating PufferEnv environments, optimizing RL performance, or developing policies with CNNs/LSTMs.ProductivityNo warnings★ 3.8K↓ —
- nw-ddd-strategicnWave-ai/nWaveStrategic DDD — bounded context discovery, context mapping patterns, subdomain classification, ubiquitous language, and organizational alignmentProductivityNo warnings★ 622↓ —Also in 1 other repo
- task-decompositionrohitg00/skillkitBreaks down complex software, writing, or research tasks into small, atomic, independently completable units with dependency graphs and milestone breakdowns. Use when the user asks to plan a project, decompose a feature, create subtasks, split up work, or needs help organizing a large piece of work into a step-by-step plan. Triggered by phrases like "break down", "decompose", "where do I start", "too big", "split into tasks", "work breakdown", or "task list".ProductivityNo warnings★ 1.6K↓ —
- nw-agent-creation-workflownWave-ai/nWaveDetailed 5-phase workflow for creating agents - from requirements analysis through validation and iterative refinementProductivityNo warnings★ 622↓ —Also in 1 other repo
- achievementsvibeeval/vibecosystemSteam-style achievement system with XP, levels, streaks, and skill trees. Gamifies the development workflow. 25 achievements across 5 categories.ProductivityNo warnings★ 540↓ —
- skill-event-calendarZJU-REAL/Easel查询未来 N 天的节日、纪念日、电商节点、行业事件，为创作者提供内容蹭点。 覆盖中国节假日、国际节日、电商大促、行业展会、考试节点、体育赛事等。 当用户说"未来有什么节日"、"下个月有什么可以蹭"、"节点日历"、"营销日历"、 "有什么热点可以提前准备"、"内容日历节点"、"最近有什么节日"、 "什么时候有大促"、"节日营销"时触发。 和 skill-content-calendar 的区别：content-calendar 排内容发布日程， event-calendar 提供节日和事件的数据查询，是选题灵感的上游数据源。ProductivityNo warnings★ 4K↓ —
- memory-palacevibeeval/vibecosystemHierarchical memory organization for multi-session context retention. Wings (projects) > Rooms (domains) > Drawers (decisions). Semantic search across all memories with zero cloud dependency.ProductivityNo warnings★ 540↓ —
- plink2-gwas-analysisjaechang-hits/SciAgent-SkillsGWAS and population genetics tool. Processes PLINK (.bed/.bim/.fam), VCF, and BGEN; runs QC (MAF, HWE, missingness), IBD estimation, PCA, and linear/logistic regression GWAS. Outputs Manhattan-ready summary stats. Use regenie or SAIGE for biobanks (>100k samples) needing mixed models.ProductivityNo warnings★ 382↓ —
- homer-motif-analysisjaechang-hits/SciAgent-SkillsDe novo and known TF motif enrichment in ChIP-seq/ATAC-seq peaks via HOMER. findMotifsGenome.pl finds over-represented patterns vs background; annotatePeaks.pl assigns context (TSS distance, gene, repeat). Use after MACS3 to identify enriched TFs, annotate peaks with nearest genes, and validate ChIP-seq via the target motif.ProductivityNo warnings★ 382↓ —
- xhs-note-creatorZJU-REAL/Easel小红书内容总入口：生成标题、正文、caption、hashtags，以及 3-9 张图文卡片或短视频分镜，覆盖素材分析、卖点评估、去 AI 味和质检。 当用户说“写/做小红书笔记、小红书图文/种草/文案、出一套卡片、小红书视频”时使用。 整套笔记用本 SKILL；仅渲染卡片用 card-xiaohongshu；其他平台的通用文案用 social-content。ProductivityNo warnings★ 4K↓ —
- expand-tasksanombyte93/prd-taskmasterExpand all TaskMaster tasks with deep research before coding begins. Reads tasks.json, launches parallel research agents per task in waves using the research-expander agent. Writes findings back to tasks.json. Part of the prd-taskmaster toolkit. Use after PRD is parsed and before implementation. Invoke with /expand-tasks.ProductivityNo warnings★ 606↓ —
- layered-recallvibeeval/vibecosystemProgressive memory recall with 4 scope layers AND 3 depth layers. Scope: identity > project > room > deep. Depth: IDs only > summary > full. 10-50x token savings through fetch-on-confirmation pattern.ProductivityNo warnings★ 540↓ —
- notepad-systemvibeeval/vibecosystemUse this skill when context compression is imminent, when resuming a session, or when preserving critical decisions across long tasks. Provides a durable notepad that survives compaction and lets any agent pick up exactly where the previous context left off.ProductivityNo warnings★ 540↓ —
- execute-taskanombyte93/prd-taskmasterExecute the next TaskMaster task using the implementation plan with CDD verification. Picks the next ready task, matches it to the plan step, implements via a dispatched subagent, verifies subtasks with evidence, marks the task done, and loops until every task is complete. Wraps the TaskMaster next -> in-progress -> done lifecycle with CDD GREEN / RED / BLUE verification and the plugin's triple-verification rule. Autonomous by design — no user prompts inside the loop.ProductivityNo warnings★ 606↓ —
- customise-workflowanombyte93/prd-taskmasterCustomise the prd-taskmaster plugin workflow via curated brainstorm questions. The AI asks, the user answers in plain English, and the skill writes their preferences to .atlas-ai/config/atlas.json. Future runs of prd-taskmaster read that file and apply user preferences to phase gates, validation strictness, default provider, preferred execution mode, and template choice. For deeper tweaks beyond the curated questions, users can hand-edit files in .atlas-ai/customizations/. Use when the user says "customise workflow", "customize workflow", "adjust my PRD settings", "tune the skill", or wants to change how prd-taskmaster behaves.ProductivityNo warnings★ 606↓ —
- nw-jtbd-workflow-selectionnWave-ai/nWaveJTBD workflow classification and routing - ODI two-phase framework, five job types with workflow sequences, baseline type selection, workflow anti-patterns, and common recipesProductivityNo warnings★ 622↓ —Also in 1 other repo
- nw-leanux-methodologynWave-ai/nWaveLeanUX backlog management methodology - user story template, story sizing, story states, task types, Definition of Ready/Done, anti-pattern detection and remediationProductivityNo warnings★ 622↓ —Also in 1 other repo
- knowledge-graphvibeeval/vibecosystemKnowledge graph integration for token-efficient codebase understanding. Uses codebase-memory MCP for AST indexing, dependency graphs, and smart context selection. 6-71x token savings vs raw file reading.ProductivityNo warnings★ 540↓ —