Agent skills

AI & Agents skills

Read straight from the source repositories, not from submitted listings. Every skill shows what it does, what is inside, where it came from — and whether attention around its source is actually growing.

Toolclaude-code 29,140codex 4,755cursor 3,111copilot 976windsurf 55cline 34
CategoryWorkflow & Productivity 4,979AI & Agents 3,037Data & Analytics 2,345Code Review & Quality 1,376Backend & API 1,244Security 1,194Design & Presentation 1,154Documentation 965Content & Marketing 916Testing & QA 777DevOps & Cloud 576Databases 550Frontend 469Business & Finance 328Media & Video 257Other 9,833
4,965 found
3,9854,032 · page 84 / 104
MATLAB Traffic Flow Simulation with Car-Following ModelsGenerate executable MATLAB code to simulate traffic flow on a single lane using specified car-following models (e.g., IDM, Gipps…ECNU-ICALKmaxiaConnect to MAXIA AI-to-AI marketplace on Solana. Discover, buy, sell AI services. Earn USDC. 13 MCP tools, A2A protocol, DeFi…sickn33maxquant-processorMaxQuant mass spectrometry skill for protein identification and quantificationa5c-aiwritesmboum-automationAutomate Mboum tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQmcda-analyzerMulti-criteria decision analysis skill with AHP, TOPSIS, and weighted scoring methods.a5c-aiwritesmcp-chainingResearch-to-implement pipeline chaining 5 MCP tools with graceful degradationparcadeiwritesmcp-create-adaptive-cardsSkill converted from mcp-create-adaptive-cards.prompt.mdgithubmcp-create-declarative-agentSkill converted from mcp-create-declarative-agent.prompt.mdgithubmcporterList, configure, authenticate, call, and inspect MCP servers/tools with mcporter over HTTP or stdio.Health-Yangmed-researcher-r1-guideMedical deep research agent with reasoning chain analysisbrycewang-stanfordmedea-therapeutic-discoveryAn AI agent for therapeutic discovery that executes transparent, multi-step omics analyses including research planning, code…FreedomIntelligencemeep-fdtd-simulatorMEEP electromagnetic FDTD simulation skill for photonic devices, metamaterials, and waveguidesa5c-aiwritesmegahit-assemblerMEGAHIT metagenomic assembly skill for reconstructing genomes from short readsa5c-aiwritesmelo-automationAutomate Melo tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQmem-automationAutomate Mem tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQmem0-automationAutomate Mem0 tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQmember-skill-distillerDistill team members from profile, files, and YouTube subtitles into session-activated member skills.Jamailarmemberspot-automationAutomate Memberspot tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQmemberstack-automationAutomate Memberstack tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQmembervault-automationAutomate Membervault tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQmemory-bridgeBrowse and compare wiki knowledge by which AI tool originally produced it. Use this skill when the user says "/memory-bridge"…Ar9avmemory-bridgeBridge Claude Code auto-memory into AgentDB with ONNX embeddings, deduplicate, and enable unified cross-project searchruvnetwritesdiverga-memoryDiverga Memory System v7.0 - Context-persistent research support with checkpoint auto-trigger and cross-session continuity. 기억…brycewang-stanfordmemory-forensicsComprehensive techniques for acquiring, analyzing, and extracting artifacts from memory dumps for incident response and malware…sickn33memoryUse LycheeMem as Claude Code's structured long-term memory for prior conversations, user preferences, project decisions…LycheeMemmemory-managementGuide the agent to recall, remember, and route durable learning into Memory, Skills, Scheduled Tasks, or Tape.ThinkInAIXYZmemoryClaude Mind - Search and manage Claude's persistent memory stored in a single portable .mv2 filememvidmemory-mergerMerges mature lessons from a domain memory file into its instruction file. Syntax: `/memory-merger >domain [scope]` where scope…githubmemory-model-analyzerAnalyze programs under various memory models for concurrent correctnessa5c-aiwritesmemoryUse when the user asks to remember, recall, forget, update, search, or inspect durable OpenSquilla memory, including profile…opensquillamemory-palaceHierarchical memory organization for multi-session context retention. Wings (projects) > Rooms (domains) > Drawers (decisions).…vibeevalmemory-profiler-setupConfigure memory profiler setup operations. Auto-activating skill for Performance Testing. Triggers on: memory profiler setup…jeremylongshorewritesmemory-recallSearch and recall relevant memories from past sessions via memsearch. Use when the user's question could benefit from historical…zilliztechwritesmemory-searchSOTA semantic search — hybrid (sparse+dense), Graph RAG multi-hop, MMR diversity reranking, recency weightingruvnetwritesmemory-ticketingUse when adding Memory Events, Memory Tickets, memory-map.json, vault-references.json, PM Soul memory ownership, or Memory…agentlas-aiqdrant-memory-usage-optimizationDiagnoses and reduces Qdrant memory usage. Use when someone reports 'memory too high', 'RAM keeps growing', 'node crashed', 'out…githubmemos-memory-guideUse the MemOS Local memory system to search and use the user's past conversations. Use this skill whenever the user refers to…MemTensormerger-model-builderM&A merger model construction skill with accretion/dilution analysis and synergy modelinga5c-aiwritesmeta-analysis-engineSkill for conducting meta-analyses of research findingsa5c-aiwritesmeta-harness-proteusRun one iteration of proteus memory-summary evolution. Called by meta_harness.py.001TMFmeta-knowledge-base-bootstrapBootstrap a domain knowledge base from a single seed (URL / PDF path / git repo / free-text topic): classify source → ingest with…opensquillameta-pdf-intelligenceUse this meta-skill instead of answering directly when the user needs PDF analysis, pasted PDF excerpt analysis, digesting…opensquillameta-skill-creatorUse this meta-skill instead of answering directly only when the current user explicitly asks to create, compose, synthesize, or…opensquillameta-stack-trace-investigatorUse this meta-skill instead of answering directly when the user gives a stack trace, traceback, runtime error, or failing log…opensquillametaads-automationAutomate Metaads tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQmetadata-author-present-failValidate a skill. Don't use for unrelated docs.luongnv89metadata-author-present-passValidate a skill. Don't use for unrelated docs.luongnv89metadata-version-present-failValidate a skill. Don't use for unrelated docs.luongnv89
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How the catalog works
What is an agent skill?

A folder with a SKILL.md inside — instructions, and often scripts and assets, that an AI agent loads when the task matches. Claude Code, Codex, Cursor and Copilot all read the same format, so one skill usually works across them.

Where does this catalog come from?

We read 660 source repositories straight from their file trees rather than from submitted listings — what you see is what is actually published. 98 repositories were rejected because they advertise skills but contain none: link lists, not folders.

Why is there no install counter?

Because install counts live in the registry that serves `npx skills add`, and that is not ours — publishing a number we cannot verify would be worse than showing none. Instead we show where a skill comes from and whether attention around its source is actually growing, measured from our own weekly snapshots.

Do you deduplicate?

Yes, and it matters more than expected. Aggregator repositories republish the same skill in several places — one source carried 6,317 SKILL.md files for 2,001 actual skills. We collapse by folder name and keep the canonical copy, so the catalog counts things, not copies.

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