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
jrennie99-glitch Agent User Tools
Agent skill for user-tools - invoke with $agent-user-tools
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jrennie99-glitch Message Bus
Inter-agent message bus with channels, queues, routing, reliability, and multiple communication patterns
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jrennie99-glitch Agent Architecture
Agent skill for architecture - invoke with $agent-architecture
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jrennie99-glitch Coding Agent
Run Codex CLI, Claude Code, OpenCode, or Pi Coding Agent via background process for programmatic control.
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jrennie99-glitch Config Tools
MCP tools for loading, saving, and validating claude-flow configuration with path traversal protection and schema validation
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jrennie99-glitch Agent Goal Planner
Agent skill for goal-planner - invoke with $agent-goal-planner
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jrennie99-glitch Ml Developer
Machine learning development agent for end-to-end ML workflows: data preprocessing, model training, evaluation, hyperparameter tuning, and deployment
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jrennie99-glitch Stream Chain
Stream-JSON chaining for multi-agent pipelines, data transformation, and sequential workflows
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jrennie99-glitch Agent Data Ml Model
Agent skill for data-ml-model - invoke with $agent-data-ml-model
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jrennie99-glitch Prime Radiant
Mathematical AI interpretability with sheaf cohomology, spectral analysis, causal inference, and hallucination prevention
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jrennie99-glitch Agent Release Swarm
Agent skill for release-swarm - invoke with $agent-release-swarm
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aniruddhaadak80 Dogfood
Exploratory QA of web apps: find bugs, evidence, reports.
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aniruddhaadak80 Findmy
Track Apple devices/AirTags via FindMy.app on macOS.
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aniruddhaadak80 P5js
p5.js sketches: gen art, shaders, interactive, 3D.
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aniruddhaadak80 Imessage
Send and receive iMessages/SMS via the imsg CLI on macOS.
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aniruddhaadak80 Arxiv
Search arXiv papers by keyword, author, category, or ID.
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aniruddhaadak80 Mcporter
List, configure, authenticate, call, and inspect MCP servers/tools with mcporter over HTTP or stdio.
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aniruddhaadak80 Comfyui
Generate images, video, and audio with ComfyUI — install, launch, manage nodes/models, run workflows with parameter injection. Uses the official comfy-cli for lifecycle and direct REST/WebSocket API for execution.
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aniruddhaadak80 Apple Notes
Manage Apple Notes via memo CLI: create, search, edit.
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aniruddhaadak80 Xurl
X/Twitter via xurl CLI: post, search, DM, media, v2 API.
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aniruddhaadak80 Design Md
Author/validate/export Google's DESIGN.md token spec files.
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aniruddhaadak80 Humanizer
Humanize text: strip AI-isms and add real voice.
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aniruddhaadak80 Pixel Art
Pixel art w/ era palettes (NES, Game Boy, PICO-8).
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aniruddhaadak80 Openhue
Control Philips Hue lights, scenes, rooms via OpenHue CLI.
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aniruddhaadak80 Inference Sh CLI
Run 150+ AI apps via inference.sh CLI (infsh) — image generation, video creation, LLMs, search, 3D, social automation. Uses the terminal tool. Triggers: inference.sh, infsh, ai apps, flux, veo, image generation, video generation, seedream, seedance, tavily
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aniruddhaadak80 Clip
OpenAI's model connecting vision and language. Enables zero-shot image classification, image-text matching, and cross-modal retrieval. Trained on 400M image-text pairs. Use for image search, content moderation, or vision-language tasks without fine-tuning. Best for general-purpose image understanding.
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aniruddhaadak80 Peft Fine Tuning
Parameter-efficient fine-tuning for LLMs using LoRA, QLoRA, and 25+ methods. Use when fine-tuning large models (7B-70B) with limited GPU memory, when you need to train <1% of parameters with minimal accuracy loss, or for multi-adapter serving. HuggingFace's official library integrated with transformers ecosystem.
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aniruddhaadak80 Linear
Linear: manage issues, projects, teams via GraphQL + curl.
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aniruddhaadak80 Notion
Notion API + ntn CLI: pages, databases, markdown, Workers.
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aniruddhaadak80 Godmode
Jailbreak LLMs: Parseltongue, GODMODE, ULTRAPLINIAN.
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aniruddhaadak80 Faiss
Facebook's library for efficient similarity search and clustering of dense vectors. Supports billions of vectors, GPU acceleration, and various index types (Flat, IVF, HNSW). Use for fast k-NN search, large-scale vector retrieval, or when you need pure similarity search without metadata. Best for high-performance applications.
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aniruddhaadak80 Llava
Large Language and Vision Assistant. Enables visual instruction tuning and image-based conversations. Combines CLIP vision encoder with Vicuna/LLaMA language models. Supports multi-turn image chat, visual question answering, and instruction following. Use for vision-language chatbots or image understanding tasks. Best for conversational image analysis.
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aniruddhaadak80 Slime Rl Training
Provides guidance for LLM post-training with RL using slime, a Megatron+SGLang framework. Use when training GLM models, implementing custom data generation workflows, or needing tight Megatron-LM integration for RL scaling.
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aniruddhaadak80 Ascii Video
ASCII video: convert video/audio to colored ASCII MP4/GIF.
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aniruddhaadak80 Baoyu Comic
Knowledge comics (知识漫画): educational, biography, tutorial.
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aniruddhaadak80 Kanban Worker
Pitfalls, examples, and edge cases for Hermes Kanban workers. The lifecycle itself is auto-injected into every worker's system prompt as KANBAN_GUIDANCE (from agent/prompt_builder.py); this skill is what you load when you want deeper detail on specific scenarios.
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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 godmode, humanizer, peft-fine-tuning. 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.