AI & ML Agent Skills
AI & ML agent skills cover the machine-learning workflow itself: writing and evaluating prompts, building RAG pipelines, running evals, and wiring up model APIs. Each one is a SKILL.md file your agent loads on demand, so the know-how travels across Claude Code, Cursor, and 60+ agents.
AI & ML
5,020 skills
kbarbel640-del Fal AI
Generates and edits images and videos via fal.ai's queue-based API, supporting models like Flux, Gemini image, and Kling video-to-video, with automatic polling.
1 · bundle
kbarbel640-del Fal
Search, explore, and run fal.ai generative AI models for image, video, audio, and 3D generation, including queue management and file uploads.
1 · bundle
kbarbel640-del Clawp
Generates creative launch blueprints for memecoins on pump.fun, including names, symbols, narratives, visual themes, and buyback strategies, with safety guardrails and mandatory disclaimers.
1 · bundle
kbarbel640-del Pdd
Transforms a rough idea into a detailed design document with an implementation plan through iterative requirements clarification, research, design, and planning.
1 · bundle
kbarbel640-del Aura
Configure an AI agent's personality using the AURA protocol based on the HEXACO model, adjusting traits like honesty, assertiveness, and autonomy to reduce sycophancy and tailor communication style.
1 · bundle
kbarbel640-del Qmd
Indexes local files and searches them with BM25, vector, and hybrid queries, plus MCP mode.
1 · bundle
kbarbel640-del Ouyang
Builds a local RAG memory system that indexes session logs and notes into ChromaDB for semantic recall across agent restarts.
1 · bundle
pwdev-solucoes Video Gen
Produz vídeo curto com roteiro, storyboard, prompts por cena e geração via Runway quando há chave, ou especificação manual para Higgsfield.
2
pwdev-solucoes Prompt Craft
Estrutura prompts para geradores de imagem e vídeo, otimizando custo e consistência com a marca.
2
sdiamante13 Tw Glazer
Forces a second, harder escalation pass using the original glazer prompt words verbatim, pushing for a sharper replacement thesis rather than more polish.
7
sdiamante13 Roast My Agents Md
Audits AGENTS.md and CLAUDE.md files for bloat, redundancy, and ineffective rules, then runs A/B evals to prove which instructions are dead weight.
7 · bundle
scoheart Hf CLI
Manage Hugging Face Hub resources via the `hf` CLI: download and upload models, datasets, and spaces; manage buckets, cache, collections, discussions, and inference endpoints; run SQL queries on datasets.
2 · bundle
scoheart Tavily Extract
Extracts clean markdown or text from one or more URLs using the Tavily CLI, with support for JavaScript-rendered pages and query-focused chunking.
2
scoheart Concept Analyzer
Analyzes Claude Code features to uncover advanced usage patterns, best practices, and real-world applications, producing a structured guide.
2
scoheart Exa Web Search Free
Search the web, code, and company information using the free Exa MCP server, with no API key required.
2 · bundle
scoheart Firecrawl Agent
Extracts structured JSON data from complex multi-page websites using an AI agent that navigates pages and returns results matching a schema.
2
scoheart Tavily Best Practices
Reference for building Tavily-powered search, extraction, crawling, and research into agentic workflows and RAG systems.
2 · bundle
scoheart Skill Creator
Guides the creation, iterative improvement, and evaluation of agent skills, including drafting, testing, benchmarking, and optimizing descriptions.
2 · bundle
zero-yx Kiro Local Account Importer
Imports local Kiro CLI accounts into StaticFlow/llm-access by reading SQLite auth files and calling the local admin API, with proxy assignment and validation.
0 · bundle
zero-yx Approving LLM Gateway Account Batches
Batch-process pending LLM Gateway account-contribution requests through the admin API: preflight, validate, issue, patch, and refresh usage with deterministic proxy assignment.
0 · bundle
zero-yx Article Bilingual Translation Publisher
Translates a Chinese article into English Markdown, generates bilingual detailed summaries, and writes the results back to LanceDB while preserving structure.
0 · bundle
joshuashepherd Claude API
Builds or debugs Anthropic Claude integrations using @anthropic-ai/sdk, covering messages, tool use, extended thinking, prompt caching, and streaming.
1
joshuashepherd Gemini API
Builds or debugs Google Gemini features using @google/generative-ai, covering generateContent, function calling, grounding, multimodal input, and streaming, with guidance for editing src/lib/ai/clients/google.ts.
1
joshuashepherd Find Skills
Discovers and installs agent skills from the open ecosystem using the Skills CLI, helping users find capabilities for tasks like web development, testing, and design.
1
joshuashepherd Audio Scrape
Discovers podcasts via the iTunes Search API, parses RSS feeds, downloads audio, transcribes with OpenAI Whisper, chunks transcripts, and upserts results into a database table.
1
joshuashepherd Voice Designer
Builds detailed voice profiles for characters, narrators, brands, or AI agents, covering diction, syntax, rhythm, worldview, signature patterns, and failure modes, and can reverse-engineer profiles from writing samples or audit existing ones.
1
joshuashepherd Add Tool
Creates or modifies agent tools for OpenAI Agents SDK, covering search, analysis, API integration, and database query patterns with caching and metrics.
1
joshuashepherd Build RAG
Builds or modifies a RAG pipeline with intent-based routing, vector store search, citation rendering, and book fidelity enforcement.
1
joshuashepherd Agent Test
Writes unit, smoke, and e2e tests for AI agents, covering tools, instructions, routing, citations, and guardrails.
1
joshuashepherd Agent Tool
Creates or modifies OpenAI Agents SDK tools with Zod parameters, caching, metrics, and agent registration, following established patterns and best practices.
1
joshuashepherd Agent Trace
Debug agent execution by querying trace and metric tables, analyzing tool calls, durations, errors, and performance trends.
1
joshuashepherd Book Chunk
Chunks a book into canonical retrieval units with heading-aware structure splitting, recursive token targets, and contextual prefixes for downstream RAG ingestion.
1
joshuashepherd Agent Stream
Debug and modify agent streaming behavior, covering SSE and plain-text transports, ChatKit events, and session continuity.
1
joshuashepherd Create Agent
Scaffold and develop AI agents using OpenAI Agents SDK patterns, covering agent definition, tools, guardrails, handoffs, context, RAG pipelines, streaming, API routes, testing, and debugging.
1
joshuashepherd Debug Traces
Investigates slow responses, tool failures, and guardrail rejections by querying agent trace logs and performance metrics.
1
joshuashepherd Fal AI Media
Generates images, videos, and audio using fal.ai models via MCP, covering text-to-image, text/image-to-video, text-to-speech, and video-to-audio.
1
Frequently asked questions
What are AI & ML agent skills?
AI & ML agent skills cover the machine-learning workflow itself: writing and evaluating prompts, building RAG pipelines, running evals, and wiring up model APIs. Each one is a SKILL.md file your agent loads on demand, so the know-how travels across Claude Code, Cursor, and 60+ agents.
Which AI & ML skills are most installed?
Popular AI & ML skills on SkillMD right now include book-chunk, fal-ai, fal. Rankings shift as installs change; sort this page by "Most downloaded" for the live list.
Do AI & ML skills work with Claude Code and Cursor?
Yes. Every skill here ships as a SKILL.md file, an open format that works in Claude Code, Claude.ai, Cursor, Codex, Windsurf, and 60+ other agents. Install one with npx skillmds add <owner>/<name>, or copy the file into your agent's skills directory.