AI Ml AI agent skills

8,771 skills in the archive. Read a skill’s instructions or open its original repository.

• Benchmark

  by @affaan-m

  このスキルを使用して、パフォーマンスベースラインを測定し、PR前後の回帰を検出し、スタック代替案を比較します。

• Agentic Engineering

  by @affaan-m

  評価ファースト実行、分解、コスト対応モデルルーティングを使用してエージェニックエンジニアとして動作します。

• Agent Harness Construction

  by @affaan-m

  AI エージェントのアクション空間、ツール定義、観測フォーマットを設計・最適化して完了率を向上させます。

• Ai First Engineering

  by @affaan-m

  AI エージェントが大量の実装出力を生成するチームのためのエンジニアリング運用モデル。

• Anatomy

  by @NousResearch

  Explain an idea as an interactive isometric machine figure.

• Baoyu Article Illustrator

  by @NousResearch

  Article illustrations: type × style × palette consistency.

• Baoyu Comic

  by @NousResearch

  Knowledge comics (知识漫画): educational, biography, tutorial.

• Comfyui

  by @NousResearch

  Generate images, video, and audio via diffusion workflows.

• Creative Ideation

  by @NousResearch

  Generate ideas via named methods from creative practice.

• Concept Diagrams

  by @NousResearch

  Generate flat, minimal educational SVG visuals as HTML.

• Kanban Video Orchestrator

  by @NousResearch

  Plan and run multi-agent video production pipelines.

• Mono Color

  by @NousResearch

  Generate one- or two-ink editorial print poster images.

• Ai Presenter Video

  by @NousResearch

  Make a verified AI presenter video from script + image.

• Hyperframes

  by @NousResearch

  Render MP4/WebM videos from HTML compositions.

• Llama Cpp

  by @NousResearch

  llama.cpp local GGUF inference + HF Hub model discovery.

• Pixel Art

  by @NousResearch

  Pixel art w/ era palettes (NES, Game Boy, PICO-8).

• Unreal Mcp

  by @NousResearch

  Automate Unreal Engine editor scenes, actors, and renders.

• System Atlas

  by @NousResearch

  Build explorable isometric architecture atlases as HTML.

• Obliteratus

  by @NousResearch

  OBLITERATUS: abliterate LLM refusals (diff-in-means).

• Agentmail

  by @NousResearch

  Use when an agent needs AgentMail CLI email inboxes.

• Fastmcp

  by @NousResearch

  Build, test, and deploy Python MCP servers.

• Huggingface Tokenizers

  by @NousResearch

  Fast BPE/WordPiece tokenization and custom vocab training.

• Inference Sh Cli

  by @NousResearch

  Run 150+ AI apps (image, video, LLM) via inference.sh CLI.

• Excalidraw

  by @NousResearch

  Hand-drawn Excalidraw JSON diagrams (arch, flow, seq).

• Watchers

  by @NousResearch

  Poll RSS, JSON APIs, and GitHub with watermark dedup.

• Evaluating Llms Harness

  by @NousResearch

  lm-eval-harness: benchmark LLMs (MMLU, GSM8K, etc.).

• Torchtitan

  by @NousResearch

  Pretrain LLMs at scale with PyTorch 4D parallelism.

• Weights And Biases

  by @NousResearch

  W&B: log ML experiments, sweeps, model registry, dashboards.

• Dspy

  by @NousResearch

  DSPy: declarative LM programs, auto-optimize prompts, RAG.

• Fitness Nutrition

  by @NousResearch

  Workout planning, macros, and body metrics via wger/USDA.

• Guidance

  by @NousResearch

  Constrain LLM output with grammars; guarantee valid JSON.

• Meme Generation

  by @NousResearch

  Create meme PNGs from templates with Pillow text overlay.

• Dcf Model

  by @NousResearch

  Build discounted cash flow valuation workbooks in Excel.

• Outlines

  by @NousResearch

  Outlines: structured JSON/regex/Pydantic LLM generation.

• 3 Statement Model

  by @NousResearch

  Build integrated IS/BS/CF financial workbooks in Excel.

• Pretext

  by @NousResearch

  Build creative browser demos with DOM-free text layout.

• Pytorch Lightning

  by @NousResearch

  Clean training loops with built-in distributed support.

• Tldraw Offline

  by @NousResearch

  Drive and script tldraw offline canvases with an agent.

• Accelerate

  by @NousResearch

  Run PyTorch training across GPUs with minimal changes.

• Neuroskill Bci

  by @NousResearch

  Use live BCI cognitive and mood state from NeuroSkill.

• Pytorch Fsdp

  by @NousResearch

  Fully sharded data-parallel training for large models.

• Simpo

  by @NousResearch

  Reference-free preference alignment, simpler than DPO.

• Instructor

  by @NousResearch

  Structured LLM outputs validated with Pydantic.

• Tensorrt Llm

  by @NousResearch

  High-throughput LLM inference on NVIDIA GPUs.

• Audiocraft Audio Generation

  by @NousResearch

  AudioCraft: MusicGen text-to-music, AudioGen text-to-sound.

• Segment Anything Model

  by @NousResearch

  SAM: zero-shot image segmentation via points, boxes, masks.

• Flash Attention

  by @NousResearch

  Speed up long-sequence transformer training and inference.

• Mcp Oauth Remote Gateway

  by @NousResearch

  Manual OAuth for remote MCP servers on headless gateways.

• Nemo Curator

  by @NousResearch

  Curate LLM training data: dedupe, filter, PII redaction.

• Simple English

  by @NousResearch

  Rewrite text to ASD-STE100 Simplified Technical English.

• Polymarket

  by @NousResearch

  Query Polymarket: markets, prices, orderbooks, history.

• Saelens

  by @NousResearch

  Train sparse autoencoders to interpret model features.

• Peft

  by @NousResearch

  Fine-tune large LLMs with LoRA on limited GPU memory.

• Slime

  by @NousResearch

  RL post-training for LLMs with Megatron and SGLang.

• Stable Diffusion

  by @NousResearch

  Text-to-image generation, inpainting, and img2img.

• Qdrant

  by @NousResearch

  Vector search engine for production RAG systems.

• Lambda Labs

  by @NousResearch

  On-demand GPU cloud instances for ML training.

• Setup Wizard Generator

  by @NousResearch

  Generate a bash wizard guiding a human through manual setup.

• Evm

  by @NousResearch

  Read-only EVM client: wallets, tokens, gas across 8 chains.

• Antigravity Cli

  by @NousResearch

  Operate the Antigravity CLI (agy): plugins, auth, sandbox.

• Excel Author

  by @NousResearch

  Build auditable financial workbooks headless via openpyxl.

• Stocks

  by @NousResearch

  Stock quotes, history, search, compare, crypto via Yahoo.

• Actual Setup

  by @NousResearch

  Set up Actual Computer (actual.inc) inference in Hermes.

• Openclaw Migration

  by @NousResearch

  Import an OpenClaw setup (memories, skills) into Hermes.

• Hyperliquid

  by @NousResearch

  Hyperliquid market data, account history, trade review.

• Draw Your Font

  by @NousResearch

  Turn a handwriting photo into an installable TTF font.

• Llava

  by @NousResearch

  Vision-language chat: VQA, captioning, image dialogue.

• Clip

  by @NousResearch

  Zero-shot image classification and image-text search.

• Solana

  by @NousResearch

  Query Solana wallets, tokens, txs, and NFTs in USD.

• Pinecone

  by @NousResearch

  Managed vector DB for production RAG and search.

• Chroma

  by @NousResearch

  Embedding database for RAG and semantic search.

• Faiss

  by @NousResearch

  Fast vector similarity search at billion scale.

• Impeccable

  by @NousResearch

  Frontend design guidance, upstream-maintained (impeccable).

• Openhands

  by @NousResearch

  Delegate coding to OpenHands CLI (model-agnostic, LiteLLM).

• Adversarial Ux Test

  by @NousResearch

  Roleplay a hostile user to find and triage UX pain points.

• Brag

  by @NousResearch

  Project launch video via Hyperframes, upstream-maintained.

• Archify

  by @NousResearch

  Validated interactive HTML diagrams, upstream-maintained.

• Dream Loop

  by @NousResearch

  Build stunning 3D scenes via a concept-art fidelity loop.

• Mcporter

  by @NousResearch

  List, auth, and call MCP servers/tools from the terminal.

• Brag Slim

  by @NousResearch

  Launch video from a project or URL, upstream-maintained.

• Heartmula

  by @NousResearch

  HeartMuLa: Suno-like song generation from lyrics + tags.

• Lbo Model

  by @NousResearch

  Build leveraged buyout workbooks with IRR/MOIC in Excel.

• One Three One Rule

  by @NousResearch

  1-3-1 decision briefs: problem, three options, one pick.

• Social Media Content Calendar

  by @NousResearch

  Plan multi-platform social campaigns: briefs to posting.

• Agent Merge Conflict Arbiter

  by @NousResearch

  Neutral arbiter for merge conflicts between two agents.

• Docker Management

  by @NousResearch

  Manage Docker containers, images, volumes, and Compose.

• Dynamic Workflow

  by @NousResearch

  Plan-in-code fan-outs, adversarial verification, waves.

• Hermes S6 Container Supervision

  by @NousResearch

  Modify or debug s6 services in the Hermes Docker image.

• Sketch

  by @NousResearch

  Throwaway HTML mockups: 2-3 design variants to compare.

• Grok

  by @NousResearch

  Delegate coding to xAI Grok Build CLI (features, PRs).

• Ip As Logo

  by @NousResearch

  Design minimal cute IP mascot marks readable at 32px.

• Minecraft Modpack Server

  by @NousResearch

  Host modded Minecraft servers (CurseForge, Modrinth).

• Honcho

  by @NousResearch

  Configure and troubleshoot Honcho memory for Hermes.

• Ascii Art

  by @NousResearch

  ASCII art: pyfiglet, cowsay, boxes, image-to-ascii.

• Jupyter Notebook

  by @NousResearch

  Iterative Python via live Jupyter kernel (hamelnb).

• Pinggy Tunnel

  by @NousResearch

  Zero-install localhost tunnels over SSH via Pinggy.

• Pptx Author

  by @NousResearch

  Build PowerPoint decks headless with python-pptx.

• Merger Model

  by @NousResearch

  Build M&A accretion/dilution workbooks in Excel.

• Pokemon Player

  by @NousResearch

  Play Pokemon via headless emulator + RAM reads.

• Firecrawl Build

  by @firecrawl

  Integrate Firecrawl into application code whenever a product, agent, or workflow needs web data inside the app — web search, live search results, page scraping, structured extraction, or browser interaction. Use when building…