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
codex-dynamic-workflows
dannymac180/skills
Plan and run AI-agent dynamic workflows for complex tasks that benefit from explicit orchestration, goal mode, subagents or simulated work packets, approval gates, integration, verification, and reusable workflow artifacts. Use when the user invokes this skill, asks for a swarm, subagents, parallel agents, a dynamic workflow, a large migration or audit, multi-track research plus implementation, or Claude Code-style workflow orchestration.
audit-full
yonatangross/orchestkit
Single-pass codebase analysis leveraging a 1M-token context window for comprehensive security scanning, architecture review, and dependency auditing. Loads entire codebases for cross-file pattern detection and generates structured audit reports with severity-ranked findings. Use when you need whole-project analysis before releases or security reviews.
seo-offpage
rampstackco/claude-skills
Plan and execute off-page SEO including link building, digital PR, brand mentions, citation building, and external authority signals. Use this skill whenever the user wants to build backlinks, plan a digital PR campaign, list local citations, run guest post outreach, develop linkable assets, recover lost links, or audit a backlink profile for risk. Triggers on link building, backlinks, digital PR, brand mentions, citation building, guest post, outreach, linkable asset, broken link building, HARO, podcast outreach, off-page SEO, anchor text, link velocity, toxic backlinks, disavow. Also triggers when the user is trying to grow domain authority or earn coverage.
fcode-javascript
factorialco/factorial-code-skills
Write JavaScript (Node.js v22) for Factorial Code processes and modules — the async main() entry point with module.exports = { main }, fcode.context.parameters, fcode.import(), datastore/storage/env helpers, auto-installed dependencies, and return-value formats. Use when creating or editing .js process or module code for Factorial Code (fcode).
gemini-history-analyzer
daymade/claude-code-skills
Analyze Google Takeout exports of Gemini conversation history. Use when the user mentions Gemini takeout, Gemini export, Gemini history, Gemini conversation analysis, Google Takeout zip analysis, or drags a takeout zip into the project. Also use when the user asks to "analyze my Gemini data", "what did I talk to Gemini about", or wants to extract insights from Gemini chat logs.
fcode-python
factorialco/factorial-code-skills
Write Python 3.13 for Factorial Code processes and modules — the main() entry point, fcode.context.parameters, fcode.import_module(), datastore/storage/env helpers, PEP 8 / snake_case, auto-installed dependencies, and return-value formats. Use when creating or editing .py process or module code for Factorial Code (fcode).
cloudflare-vectorize
secondsky/claude-skills
Cloudflare Vectorize vector database for semantic search and RAG. Use for vector indexes, embeddings, similarity search, or encountering dimension mismatches, filter errors.
building-growth-team
refoundai/lenny-skills
Help users determine when to hire growth talent, which profiles to prioritize, and how to structure the team for maximum leverage across the user journey.
markdown-tools
daymade/claude-code-skills
Converts documents to markdown with multi-tool orchestration for best quality. Supports Quick Mode (fast, single tool) and Heavy Mode (best quality, multi-tool merge). Use when converting PDF/DOCX/PPTX files to markdown, extracting images from documents, validating conversion quality, or needing LLM-optimized document output.
content-brief-authoring
rampstackco/claude-skills
How to author a content brief that actually guides a writer (human or AI) to produce a piece that ranks, converts, or both. Per-piece editorial brief: target keyword and cluster, search intent, audience and JTBD, heading structure, entity coverage for AEO/GEO, internal linking strategy, success criteria. The middle path between thin briefs (a keyword and a deadline) and thick briefs (a 4-page document nobody reads). Triggers on content brief, brief the writer, brief the article, brief authoring, content brief template, brief audit, per-piece brief, editorial brief, target keyword brief, search intent brief. Also triggers when briefing a human writer or an AI agent on a single content piece.
linkfox-shopee-store-fbs
linkfox-ai/linkfox-skills
Shopee（虾皮）FBS 巴西仓储（与 linkfox-shopee-store-auth 同系列），经 /shopee/developerProxy 转发 Shopee Open API FBS 模块全部 4 个接口：query_br_shop_enrollment_status、query_br_shop_invoice_error、query_br_shop_block_status、query_br_sku_block_status。当用户提到 Shopee FBS、巴西FBS、店铺入驻状态、发票错误、封禁状态、query_br_shop_enrollment_status 时触发。即使未明确提及"FBS"，只要涉及已授权 Shopee 巴西店铺的 FBS 入驻/封禁/发票状态查询，也应触发。
langchain-framework
bobmatnyc/claude-mpm-skills
LangChain LLM application framework with chains, agents, RAG, and memory for building AI-powered applications
grillme
jekudy/grillme-skill
Этот скилл следует использовать для глубокого интервью и сбора полной картины по любой теме. Когда пользователь говорит 'grillme', 'задавай вопросы', 'задай вопросы', 'допроси меня', 'хочу проработать тему', 'помоги разобраться через вопросы', 'вопросы?', 'нужна полная картина', 'выясни у меня всё', 'интервью', 'расспроси меня', 'grill me', 'вытащи из меня', 'прожарь'. Также используй когда пользователь описывает задачу поверхностно и нужно докопаться до деталей перед началом работы.
context-manager
404kidwiz/claude-supercode-skills
Expert in managing the "Memory" of AI systems. Specializes in Vector Databases (RAG), Short/Long-term memory architectures, and Context Window optimization. Use when designing AI memory systems, optimizing context usage, or implementing conversation history management.
ai-rag
vasilyu1983/ai-agents-public
Designs retrieval-augmented generation and search systems. Use when choosing retrieval, chunking, hybrid search, grounding, or RAG evaluation patterns.
object-storage
bagelhole/devops-security-agent-skills
Configure object storage with S3, GCS, and MinIO. Implement lifecycle policies and access controls. Use when managing object storage.
bmad-distillator
bmad-code-org/bmad-method
Lossless LLM-optimized compression of source documents. Use when the user requests to 'distill documents' or 'create a distillate'.
prompt-engineering
rohitg00/awesome-claude-code-toolkit
Prompt engineering patterns including structured prompts, chain-of-thought, few-shot learning, and system prompt design
langchain
hoodini/ai-agents-skills
Build LLM applications with LangChain and LangGraph. Use when creating RAG pipelines, agent workflows, chains, or complex LLM orchestration. Triggers on LangChain, LangGraph, LCEL, RAG, retrieval, agent chain.
skill-writing-best-practices
sergiodxa/agent-skills
Guidelines for creating AI agent skills. Use when writing new skills, documenting coding patterns, or reviewing skill files. Triggers when creating or modifying files in the skills/ directory.
objectstack-data
objectstack-ai/objectstack
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architecture-review
getsentry/warden
Staff-level codebase health review. Finds monolithic modules, silent failures, type safety gaps, test coverage holes, and LLM-friendliness issues.
llm-integration
rohitg00/awesome-claude-code-toolkit
LLM integration patterns including API usage, streaming, function calling, RAG pipelines, and cost optimization
godot-game-loop-harvest
thedivergentai/gd-agentic-skills
Data-driven resource harvesting (mining, logging, foraging) for Godot 4: apply_hit tool/tier validation via HarvestToolData enums, HarvestResourceData yields, harvestable_node shake/deplete, respawn_manager world persistence, UNIX offline progress, autosave, and noise vein proc-gen. Trigger keywords: apply_hit, HarvestResourceData, HarvestToolData, offline UNIX, respawn_manager, tool tier, harvestable_node, FastNoiseLite veins.
bunny
mrgoonie/claudekit-skills
Integrate Bunny.net services (CDN, Storage, Stream, DNS, Edge Scripting, Shield, Magic Containers, Optimizer, Database). Use when building with Bunny.net APIs, deploying to Bunny CDN, uploading files to Edge Storage, managing video streaming, configuring DNS zones, writing edge scripts, setting up WAF/DDoS protection, deploying containers, or optimizing images. Triggers on "bunny", "bunnycdn", "b-cdn", "pull zone", "edge storage", "bunny stream".
cloudflare-r2
bagelhole/devops-security-agent-skills
Manage Cloudflare R2 buckets, lifecycle, and signed URLs. Use for low-egress object storage and media delivery.
llm-app-security
bagelhole/devops-security-agent-skills
Secure LLM-powered applications with input validation, output controls, tenant isolation, and abuse prevention.
nfs-storage
bagelhole/devops-security-agent-skills
Configure NFS servers and clients. Implement network file sharing for Linux systems. Use when setting up shared storage.
docs-style
existential-birds/beagle
Core technical documentation writing principles for voice, tone, structure, and LLM-friendly patterns. Use when writing or reviewing any documentation.
block-storage
bagelhole/devops-security-agent-skills
Manage block storage volumes and LVM. Configure cloud block storage and local disks. Use when managing disk storage.
neo4j-cypher-guide
tomasonjo/blogs
Comprehensive guide for writing modern Neo4j Cypher read queries. Essential for text2cypher MCP tools and LLMs generating Cypher queries. Covers removed/deprecated syntax, modern replacements, CALL subqueries for reads, COLLECT patterns, sorting best practices, and Quantified Path Patterns (QPP) for efficient graph traversal.
querying-from-seekdb
oceanbase/seekdb-ecology-plugins
Query and export data from seekdb vector database. Supports two search modes: (1) Scalar search - metadata filtering only, (2) Hybrid search - fulltext + semantic search combined. The --query-text parameter is used for BOTH fulltext ($contains) and semantic (query_texts) search simultaneously. Can export results to CSV/Excel.
alibabacloud-tablestore-agent-storage
aliyun/alibabacloud-aiops-skills
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content-matrix
vivy-yi/xiaohongshu-skills
Use when managing multiple Xiaohongshu accounts strategically, coordinating content across different accounts, implementing account matrix strategy, or leveraging multiple accounts to maximize reach and monetization
ai-pipeline-orchestration
bagelhole/devops-security-agent-skills
Orchestrate AI/ML pipelines for data ingestion, model training, batch inference, and RAG indexing using Prefect, Airflow, or Dagster. Build reliable, observable, and retriable workflows for production AI systems.
documentation-standards
terrylica/cc-skills
Apply markdown documentation standards optimized for both LLM consumption and Pandoc PDF generation. Use whenever the user is writing or.
mem-recall
mindfold-ai/marketplace
Search and recall past AI conversations across Claude Code, Codex, Grok, Pi and ZCode (OpenCode reader temporarily unavailable) via the `trellis mem` CLI. Use whenever the user asks to remember, find, or look up anything discussed in previous AI sessions — across platforms, projects, or time. Triggers on phrases like "我之前跟 Claude/Codex 讨论过 X", "上次怎么处理 Y", "翻一下历史对话", "我们当时怎么决定 X 的", "为什么我们选了 X 而不是 Y", "find what I said about Z", "what did I discuss last week", "the rationale for choosing X", "find the brainstorm where we picked Z over alternatives". Use even when the user doesn't say "history" or "recall" — any reference to past AI-conversation content should trigger this skill. The tool reads sessions directly from each platform's local storage; nothing is uploaded.
local-llm-router
hoodini/ai-agents-skills
Route AI coding queries to local LLMs in air-gapped networks. Integrates Serena MCP for semantic code understanding. Use when working offline, with local models (Ollama, LM Studio, Jan, OpenWebUI), or in secure/closed environments. Triggers on local LLM, Ollama, LM Studio, Jan, air-gapped, offline AI, Serena, local inference, closed network, model routing, defense network, secure coding.
databricks-docs
databricks/databricks-agent-skills
Databricks documentation reference via llms.txt index. Use when other skills do not cover a topic, looking up unfamiliar Databricks features, or needing authoritative docs on APIs, configurations, or platform capabilities.
bingx-coinm-trade
bingx-api/api-ai-skills
BingX Coin-M (inverse/coin-margined) perpetual futures trading — place/cancel orders, manage positions, set leverage, and configure margin settings. Use when the user asks about BingX Coin-M or inverse futures trading, order placement, cancellation, position management, leverage, or margin type settings.
prior-auth-review-skill
anthropics/healthcare
Automate payer review of prior authorization (PA) requests. This skill should be used when users say "Review this PA request", "Process prior authorization for [procedure]", "Assess medical necessity", "Generate PA decision", or when processing clinical documentation for coverage policy validation and authorization decisions.
vllm-deploy-simple
vllm-project/vllm-skills
Quick install and deploy vLLM, start serving with a simple LLM, and test OpenAI API.
nemotron-asr-finetune
nvidia/skills
Orchestration skill for NVIDIA Nemotron Speech (Riva) / NeMo ASR domain and language adaptation. Given a goal like "improve/fine-tune ASR for my domain or language", it scopes the task, picks the cheapest sufficient path (word boosting → n-gram LM → fine-tuning), delegates each stage to the right sub-skill (data generation, training, evaluation, deployment), and answers cost/time/data questions along the way.
typescript-advanced-patterns
nickcrew/claude-cortex
Advanced TypeScript patterns for type-safe, maintainable code using sophisticated type system features. Use when building type-safe APIs, implementing complex domain models, or leveraging TypeScript's advanced type capabilities.
exploiting-insecure-data-storage-in-mobile
mukul975/anthropic-cybersecurity-skills
Identifies and exploits insecure local data storage vulnerabilities
dual-stacking
aibtcdev/skills
Dual Stacking enrollment operations on Stacks — earn BTC-denominated rewards (paid in sBTC) by holding sBTC. Check enrollment status and APR data, enroll with a single contract call (no lockup, minimum 10,000 sats sBTC), opt out, and query earned rewards by cycle. Write operations require an unlocked wallet.
godmode
nousresearch/hermes-agent
Jailbreak LLMs: Parseltongue, GODMODE, ULTRAPLINIAN.
data-scientist
404kidwiz/claude-supercode-skills
Expert in statistical analysis, predictive modeling, machine learning, and data storytelling to drive business insights.
qa-docs-coverage
vasilyu1983/ai-agents-public
Audits and enforces documentation quality. Use when checking coverage, freshness, runbook validity, AI-instruction coverage, or cleaning stale/duplicate markdown after LLM edits.
aibtc-news-classifieds
aibtcdev/skills
Classified ads and extended API coverage for aibtc.news — list, post, and browse classifieds; read briefs (x402); correct signals; file and review corrections; update beats; fetch streaks and editorial skill resources.
trading-signals
roman-rr/trading-skills
Fetches live AI crypto trading signals with entry price, stop-loss, take-profit, leverage, confidence scores, and automated verification. Covers 50+ coins including BTC, ETH, SOL. Use when the user asks for crypto signals, trade ideas, market direction, portfolio analysis, or wants to build a trading bot.
solo-founder-gtm
chadboyda/agent-gtm-skills
When the user is a solo founder building their GTM motion, wants to scale without hiring, or needs to design an AI agent team for go-to-market. Also use when the user mentions 'solo founder,' 'one-person startup,' 'solopreneur,' 'bootstrapped,' 'no team,' 'AI agents as team,' 'scaling without hiring,' 'founder-led sales,' 'lean GTM,' 'one-person company,' or 'no employees.' This skill covers the complete solo founder GTM playbook from stack selection through agent team design, revenue-stage transitions, time allocation, and when to finally hire.
agent-dx-cli-scale
google-labs-code/design.md
A scoring scale for evaluating how well a CLI is designed for AI agents, based on the "Rewrite Your CLI for AI Agents" principles.
pydantic-ai-dependency-injection
existential-birds/beagle
Implement dependency injection in PydanticAI agents using RunContext and deps_type. Use when agents need database connections, API clients, user context, or any external resources.
hummingbot
2025emma/vibe-coding-cn
Hummingbot trading bot framework - automated trading strategies, market making, arbitrage, connectors for crypto exchanges. Use when working with algorithmic trading, crypto trading bots, or exchange integrations.
vllm-server
bagelhole/devops-security-agent-skills
Deploy and manage vLLM for high-throughput LLM inference. Configure continuous batching, tensor parallelism, quantization, and OpenAI-compatible API endpoints for production LLM serving.
multi-tenant-llm-hosting
bagelhole/devops-security-agent-skills
Design secure, multi-tenant LLM hosting platforms with tenant isolation, quotas, billing attribution, noisy-neighbor protection, and per-tenant policy controls.
landing-page-audit
indranilbanerjee/digital-marketing-pro
Audit a landing page across six conversion dimensions — above-fold clarity, trust signals, form friction, message match against the upstream ad or email, page speed, and mobile experience — each scored 1-10, rolled into an overall score benchmarked against industry averages, with the top 5 fixes ranked by expected conversion impact. Assessment and recommendations only; it does not edit the page. Triggers on \"/digital-marketing-pro:landing-page-audit\", \"audit this landing page\", \"why isn't this page converting\", \"score our signup page\", \"does the page match the ad copy\". Reads the brand profile, guidelines, custom templates, and agency SOPs before scoring.
nostr
aibtcdev/skills
Nostr protocol operations for AI agents — post kind:1 notes, read feeds, search by hashtag tags (#t filter), get/set profiles, derive keys (NIP-06 default via m/44'/1237'/0'/0/0), amplify aibtc.news signals to the Nostr network, and manage relay connections. Uses nostr-tools + ws packages. Write operations require an unlocked wallet. Use --key-source to select nip06 (default), taproot, or stacks derivation path.
databricks-ai-functions
databricks/databricks-agent-skills
Use Databricks built-in AI Functions (ai_classify, ai_extract, ai_summarize, ai_mask, ai_translate, ai_fix_grammar, ai_gen, ai_analyze_sentiment, ai_similarity, ai_parse_document, ai_prep_search, ai_query, ai_forecast) to add AI capabilities directly to SQL and PySpark pipelines without managing model endpoints. Also covers document parsing and building custom RAG pipelines (parse → prep_search → index → query).