1,847 free skills
AI & ML skills
Skills for AI/ML work — LLM prompt engineering, RAG pipelines, vector databases, fine-tuning, and agent orchestration.
Sourced from real, public repositories — synced daily, never invented.
1,847 free skills
Skills for AI/ML work — LLM prompt engineering, RAG pipelines, vector databases, fine-tuning, and agent orchestration.
Sourced from real, public repositories — synced daily, never invented.
15 tools across six categories
13 of them never send your data anywhere
Free · No signup · No trial clock
SEE THE DIRECTORY
vector-database-management
manutej/luxor-claude-marketplace
Comprehensive guide for managing vector databases including Pinecone, Weaviate, and Chroma for semantic search, RAG systems, and similarity-based applications
otel-livekit-style
superloglabs/skills
LiveKit Agents OpenTelemetry style: entrypoint/session lifecycle spans, shutdown callbacks, session metrics, and LLM turn token counters.
langchain-orchestration
manutej/luxor-claude-marketplace
Comprehensive guide for building production-grade LLM applications using LangChain's chains, agents, memory systems, RAG patterns, and advanced orchestration
ai-discoverability-audit
brianrwagner/ai-marketing-claude-code-skills
Audit how a brand appears in AI-powered search (ChatGPT, Perplexity, Claude, Gemini). Use when user mentions "AI search," "how do I show up in ChatGPT," "AI discoverability," "AEO," "LLM visibility," or wants to understand their brand's AI presence.
Bankr Agent - Leverage Trading
bankrbot/claude-plugins
This skill should be used when the user asks about "leverage trading", "long position", "short position", "Avantis", "derivatives", "forex trading", "commodities trading", "open a position", "close position", "stop loss", "take profit", or any leveraged trading operation. Provides guidance on Avantis perpetuals trading.
Bankr Agent - Leverage Trading
bankrbot/claude-plugins
This skill should be used when the user asks about "leverage trading", "long position", "short position", "Avantis", "derivatives", "forex trading", "commodities trading", "open a position", "close position", "stop loss", "take profit", or any leveraged trading operation. Provides guidance on Avantis perpetuals trading.
supabase-audit-buckets-public
yoanbernabeu/supabase-pentest-skills
Identify storage buckets that are publicly accessible and may contain sensitive data.
otel-onboarding-style
superloglabs/skills
General OpenTelemetry onboarding style for Superlog managed agents: native APIs, signal quality, env vars, LLM metrics, and smoke checks.
supabase-audit-buckets-list
yoanbernabeu/supabase-pentest-skills
List all storage buckets and their configuration to identify the storage attack surface.
local-llm-ops
bobmatnyc/claude-mpm-skills
Local LLM operations with Ollama on Apple Silicon, including setup, model pulls, chat launchers, benchmarks, and diagnostics.
supabase-audit-buckets-read
yoanbernabeu/supabase-pentest-skills
Attempt to list and read files from storage buckets to verify access controls.
ml-expert
personamanagmentlayer/pcl
Expert-level machine learning, deep learning, model training, and MLOps
Bankr Dev - Leverage Trading
bankrbot/claude-plugins
This skill should be used when building perpetual trading bots, implementing leverage functionality, or adding position management. Covers Avantis integration, long/short positions, and risk controls.
supabase-extract-jwt
yoanbernabeu/supabase-pentest-skills
Extract and decode Supabase-related JWTs from client-side code, cookies, and local storage patterns.
nansen-dca-tracker
nansen-ai/nansen-cli
What tokens are whales dollar-cost averaging into? Jupiter DCA strategies by smart money and target token fundamentals.
memory
johnlindquist/claude
Persistent knowledge storage using basic-memory CLI. Use to save notes, search memories semantically, and build context for topics across sessions.
turso-db
tursodatabase/agent-skills
>
skill-creator
tldraw/tldraw
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends an AI agent's capabilities with specialized knowledge, workflows, or tool integrations.
anycap-ai-tool-seo
anycap-ai/anycap
Guide for planning and auditing SEO for AI tool, SaaS, and product-led websites. Powered by AnyCap -- the capability runtime that equips AI agents with web search and web crawl through a single CLI. Use when Codex needs to define SEO ICPs, map search intent to page types, inspect live SERPs, write page briefs for tool/comparison/alternatives/pricing/tutorial pages, prioritize technical SEO foundations, plan citations or backlinks, or decide whether programmatic SEO is safe and worthwhile. Trigger on mentions of AI tool SEO, SaaS SEO, product-led SEO, search intent, page type mapping, vs pages, alternatives pages, pricing pages, directory submissions, backlink plans, citations, or pSEO.
list-builder
jwynia/agent-skills
Build comprehensive randomization lists for creative entropy. Use when you need to create or expand lists of story elements (professions, locations, objects, names, etc.) for use with entropy tools. Leverages research sources like Kiwix/Wikipedia to build lists with good variety and size.
bun-test-coverage
secondsky/claude-skills
Use for test coverage with Bun, --coverage flag, lcov reports, thresholds, and CI integration.
agent-dx-cli-scale
jpoehnelt/skills
A scoring scale for evaluating how well a CLI is designed for AI agents, based on the "Rewrite Your CLI for AI Agents" principles.
openrouter
bobmatnyc/claude-mpm-skills
OpenRouter unified AI API - Access 200+ LLMs through single interface with intelligent routing, streaming, cost optimization, and model fallbacks
prompt-guard
seojoonkim/prompt-guard
600+ pattern AI agent security defense covering prompt injection, supply chain injection, memory poisoning, action gate bypass, unicode steganography, and cascade amplification. Optional API for early-access and premium patterns. Tiered loading, hash cache, 11 SHIELD categories, 10 languages.
Bankr Agent - LLM Gateway
bankrbot/claude-plugins
This skill should be used when the user asks about "LLM gateway", "Bankr LLM", "LLM credits", "top up credits", "auto top-up", "llm.bankr.bot", "Claude Code gateway", "OpenClaw setup", "Cursor setup", "OpenCode setup", "LLM models", or any LLM gateway configuration or usage topic.
Bankr Agent - LLM Gateway
bankrbot/claude-plugins
This skill should be used when the user asks about "LLM gateway", "Bankr LLM", "LLM credits", "top up credits", "auto top-up", "llm.bankr.bot", "Claude Code gateway", "OpenClaw setup", "Cursor setup", "OpenCode setup", "LLM models", or any LLM gateway configuration or usage topic.
langchain-architecture
sickn33/agentic-awesome-skills
Master the LangChain framework for building sophisticated LLM applications with agents, chains, memory, and tool integration.
cloudflare-manager
secondsky/claude-skills
Comprehensive Cloudflare account management for deploying Workers, KV Storage, R2, Pages, DNS, and Routes. Use when deploying cloudflare services, managing worker containers, configuring KV/R2 storage, or setting up DNS/routing. Requires CLOUDFLARE_API_KEY in .env and Bun runtime with dependencies installed.
shader-glsl
iart-ai/webgl-animation-skills
This skill should be used when the user asks to "write a fragment shader", "make a GLSL gradient/noise/plasma background", "create an image transition (dissolve, displacement, glitch)", "add distortion or chromatic aberration", "build an SDF shape shader", "wire up a Three.js ShaderMaterial with uniforms", or "do GPU post-processing". Covers GLSL fragment shaders, noise/fbm, SDFs, domain warping, transitions, and Three.js integration.
appwrite-go
appwrite/skills
Appwrite Go SDK skill. Use when building server-side Go applications with Appwrite. Covers user management, database/table CRUD, file storage, and functions via API keys. Uses per-service packages and functional options pattern.
unity-mcp-orchestrator
coplaydev/unity-mcp
Orchestrate Unity Editor via MCP (Model Context Protocol) tools and resources. Use when working with Unity projects through MCP for Unity - creating/modifying GameObjects, editing scripts, managing scenes, running tests, or any Unity Editor automation. Provides best practices, tool schemas, and workflow patterns for effective Unity-MCP integration.
godot-camera-systems
thedivergentai/gd-agentic-skills
Expert patterns for 2D/3D camera control including smooth following (lerp, position_smoothing), camera shake (trauma system), screen shake with frequency parameters, deadzone/drag for platformers, look-ahead prediction, and camera transitions. Use for player cameras, cinematic sequences, or multi-camera systems. Trigger keywords: Camera2D, Camera3D, SpringArm3D, position_smoothing, camera_shake, trauma_system, look_ahead, drag_margin, camera_limits, camera_transition.
tsdown-migrate
rolldown/tsdown
Migrate TypeScript library projects from tsup to tsdown. Provides complete option mappings, config transformation rules, default value differences, and unsupported option alternatives so AI agents can intelligently perform migrations.
zenmux-setup
zenmux/skills
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Machine Learning
pluginagentmarketplace/custom-plugin-python
Python machine learning with scikit-learn, PyTorch, and TensorFlow
llm-application-dev-langchain-agent
sickn33/agentic-awesome-skills
You are an expert LangChain agent developer specializing in production-grade AI systems using LangChain 0.1+ and LangGraph.
research-wiki
wanshuiyin/auto-claude-code-research-in-sleep
Persistent research knowledge base that accumulates papers, ideas, experiments, claims, and their relationships across the entire research lifecycle. Inspired by Karpathy's LLM Wiki pattern. Use when user says \"知识库\", \"research wiki\", \"add paper\", \"wiki query\", \"查知识库\", or wants to build/query a persistent field map.
imagekit-integrations
imagekit-developer/skills
Index of ImageKit SDKs, plugins, and integrations — front-end, back-end, mobile, CMS, external storage, video player, media library & upload widgets, AI/automation, and URL generation. Use to find the right integration for a technology and what it covers, then query search_docs for implementation details.
developing-genkit-js
firebase/skills
Develop AI-powered applications using Genkit in Node.js/TypeScript. Use when the user asks about Genkit, AI agents, flows, or tools in JavaScript/TypeScript, or when encountering Genkit errors, validation issues, type errors, or API problems.
mastra-hono
jwynia/agent-skills
Develop AI agents, tools, and workflows with Mastra v1 Beta and Hono servers. This skill should be used when creating Mastra agents, defining tools with Zod schemas, building workflows with step data flow, setting up Hono API servers with Mastra adapters, or implementing agent networks. Keywords: mastra, hono, agent, tool, workflow, AI, LLM, typescript, API, MCP.
fetching-dbt-docs
dbt-labs/dbt-agent-skills
Retrieves and searches dbt documentation pages in LLM-friendly markdown format. Use when fetching dbt documentation, looking up dbt features, or answering questions about dbt Cloud, dbt Core, or the dbt Semantic Layer.
surrealdb-vector
surrealdb/agent-skills
Vector search with SurrealDB using HNSW indexes, KNN queries, and similarity scoring. Use when creating vector indexes, querying vectors with KNN distance operators, building semantic search or RAG pipelines, tuning HNSW parameters (EFC, M, M0, distance function, type), or implementing recommendation systems with SurrealDB. Triggers: HNSW, vector, embedding, KNN, cosine, euclidean, semantic search, RAG, vector::distance.
tigris-object-operations
tigrisdata/skills
Use when working with objects in Tigris Storage - uploading, downloading, deleting, listing, getting metadata, or generating presigned URLs
ai-agent-orchestrator
patricio0312rev/skills
Orchestrates multi-agent AI systems with task delegation, agent communication, shared memory, and workflow coordination. Use when users request "multi-agent system", "agent orchestration", "AI agents", "agent coordination", or "autonomous agents".
build-game-map-editor
mengto/skills
Build, extend, or audit production-linked browser map editors for Three.js and isometric games. Use when Codex needs to create a private director view, derive a versioned editor document from authored placements, add outliner, layer, selection, drag, snap, inspector, or camera controls, expose enemy aggro, leash, or patrol overlays, implement local draft import, export, undo, and reset, secure an editor route with IP and password sessions, or validate and release a map editor without mutating live gameplay data.
firebase-storage
jezweb/claude-skills
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writing-systems-papers
wanshuiyin/auto-claude-code-research-in-sleep
Paragraph-level structural blueprint for 10-12 page systems papers targeting OSDI, SOSP, ASPLOS, NSDI, and EuroSys. Provides page allocation, paragraph templates, and writing patterns. Use when user says \"写系统论文\", \"systems paper structure\", \"OSDI paper\", \"SOSP paper\", or wants fine-grained structural guidance for a systems conference submission.
claude-real-video-for-agents
huangchihhungleo/claude-real-video
Install and use crv (claude-real-video) — a tool that lets any AI agent watch videos by extracting scene-aware keyframes, deduplicating them, and transcribing audio. Use when the user shares a video URL or file and wants it analyzed, summarized, or discussed.
test-quality-inspector
bobmatnyc/claude-mpm-skills
Test quality inspection framework for reviewing test coverage, identifying gaps, and ensuring comprehensive validation
motherduck-ducklake
motherduckdb/agent-skills
Decide when DuckLake is the right MotherDuck storage pattern versus native MotherDuck storage (the default). Use when evaluating lakehouse or open table format storage, Iceberg-style requirements, fully managed DuckLake, BYOB buckets, own-compute DuckLake access, data inlining, time travel, object-storage layout, or file-aware compaction and maintenance.
alicloud-storage-oss-ossutil-test
cinience/alicloud-skills
Minimal OSSUTIL 2.0 smoke tests. Validate config, list bucket, and upload/download with OSS.
agent-management
davila7/claude-code-templates
Create, manage, and orchestrate AI agents using the AI Maestro CLI. Use when the user asks to "create agent", "list agents", "delete agent", "hibernate agent", "wake agent", "install plugin", "show agent", "restart agent", or any agent lifecycle management task.
analyzing-threat-actor-ttps-with-mitre-attack
mukul975/anthropic-cybersecurity-skills
Systematically map threat actor behavior and observed IOCs to the MITRE ATT&CK framework, build technique coverage heatmaps with the ATT&CK Navigator, identify detection gaps, and produce actionable threat intelligence reports across the Enterprise, Mobile, and ICS matrices. Use when analyzing threat actor TTPs, correlating IOCs to specific ATT&CK techniques, or assessing defensive detection coverage against adversary behavior.
cocoindex
davila7/claude-code-templates
Comprehensive toolkit for developing with the CocoIndex library. Use when users need to create data transformation pipelines (flows), write custom functions, or operate flows via CLI or API. Covers building ETL workflows for AI data processing, including embedding documents into vector databases, building knowledge graphs, creating search indexes, or processing data streams with incremental updates.
llm-wiki
akillness/jeo-skills
>
prompt-engineering
spencerpauly/awesome-cursor-skills
Write effective prompts for LLMs — structure, few-shot examples, chain-of-thought, system prompts, and output parsing.
alicloud-storage-oss-ossutil
cinience/alicloud-skills
Alibaba Cloud OSS CLI (ossutil 2.0) skill. Install, configure, and operate OSS from the command line based on the official ossutil overview.
ionic-enterprise-sdk-migration
capawesome-team/skills
Guides the agent through migrating Capacitor apps from discontinued Ionic Enterprise SDK plugins (Auth Connect, Identity Vault, Secure Storage) to their Capawesome alternatives (OAuth, Vault, Biometrics, Secure Preferences, SQLite). Covers dependency detection, side-by-side API mapping, code replacement, and platform-specific configuration for each plugin pair. Do not use for migrating Capacitor apps or plugins to a newer version, setting up Capawesome Cloud, or non-Capacitor mobile frameworks.
llm-context
brave/brave-search-skills
USE FOR RAG/LLM grounding. Returns pre-extracted web content (text, tables, code) optimized for LLMs. GET + POST. Adjust max_tokens/count based on complexity. Supports Goggles, local/POI. For AI answers use answers. Recommended for anyone building AI/agentic applications.
syncfusion-blazor-scheduler
syncfusion/blazor-ui-components-skills
Implement Syncfusion Blazor Scheduler component for comprehensive appointment and event scheduling. Use this when building calendar interfaces, managing appointments with CRUD operations, implementing multiple view modes, setting up recurring events, or handling timezone-aware scheduling. This skill covers views (day, week, month, timeline, agenda), drag-and-drop functionality, resizing, resources, localization, data binding, state persistence, and advanced customization options for scheduling applications.