AI Agent Skill Repository
Browse reusable skills for Codex, Claude Code, Cursor, finance, research, web scraping, PPT, football analytics, data, marketing, design, and more.
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Exact name and slug matches are checked against the live registry before ranked alternatives.
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Showing 1-16 of 66 ranked candidates matching "instruction-tuning"
Best blend of relevance, quality, freshness, and verified outcomes
[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.
$ npx skills add haotian-liu/LLaVAScenario Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.
OpenAI Agents + CLI · 4 targets
🦦 Otter, a multi-modal model based on OpenFlamingo (open-sourced version of DeepMind's Flamingo), trained on MIMIC-IT and showcasing improved instruction-following and…
$ npx skills add EvolvingLMMs-Lab/OtterScenario Multimodal media · I need my agent to process images, video, or audio and extract useful information.
OpenAI Agents + CLI · 4 targets
Generative Representational Instruction Tuning
$ npx skills add ContextualAI/gritlmScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
CLI + Codex · 4 targets
Code/Data for the paper: "LLaVAR: Enhanced Visual Instruction Tuning for Text-Rich Image Understanding"
$ npx skills add SALT-NLP/LLaVARScenario Document processing · I need my agent to read PDFs, extract tables, and turn documents into structured data.
OpenAI Agents + CLI · 4 targets
Unsloth Studio is a web UI for training and running open models like Gemma 4, Qwen3.6, DeepSeek, gpt-oss locally.
$ npx skills add unslothai/unslothScenario Multimodal media · I need my agent to process images, video, or audio and extract useful information.
OpenAI Agents + CLI · 4 targets
LlamaIndex is the leading document agent and OCR platform
$ npx skills add run-llama/llama_indexScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
LlamaIndex + CLI · 4 targets
Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to e…
$ npx skills add meta-llama/llama-cookbookScenario Multimodal media · I need my agent to process images, video, or audio and extract useful information.
LangChain + CLI · 4 targets
A powerful tool for creating datasets for LLM fine-tuning 、RAG and Eval
$ npx skills add ConardLi/easy-datasetScenario GitHub automation · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
CLI + Codex · 4 targets
H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://docs.h2o.ai/h2o-llmstudio/
$ npx skills add h2oai/h2o-llmstudioScenario Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.
OpenAI Agents + CLI · 4 targets
A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
$ npx skills add microsoft/FLAMLScenario Multimodal media · I need my agent to process images, video, or audio and extract useful information.
CLI + Codex · 4 targets
Vendor-agnostic orchestration for training, inference and agentic workloads across NVIDIA, AMD, TPU, and Tenstorrent on clouds, Kubernetes, and bare metal.
$ npx skills add dstackai/dstackScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
Claude Code + CLI · 4 targets
A general fine-tuning kit geared toward image/video/audio diffusion models.
$ npx skills add bghira/SimpleTunerScenario Multimodal media · I need my agent to process images, video, or audio and extract useful information.
CLI + Codex · 4 targets
Distributed AI Model Training and LLM Fine-Tuning on Kubernetes
$ npx skills add kubeflow/trainerScenario Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.
CLI + Codex · 4 targets
Learn to build your Second Brain AI assistant with LLMs, agents, RAG, fine-tuning, LLMOps and AI systems techniques.
$ npx skills add decodingai-magazine/second-brain-ai-assistant-courseScenario Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.
OpenAI Agents + CLI · 4 targets
Fine-tune LLMs on your Mac with Apple Silicon. SFT, DPO, GRPO, Vision, TTS, STT, Embedding, and OCR fine-tuning — natively on MLX. Unsloth-compatible API.
$ npx skills add ARahim3/mlx-tuneScenario Multimodal media · I need my agent to process images, video, or audio and extract useful information.
CLI + Codex · 4 targets
Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works w…
$ npx skills add determined-ai/determinedScenario GitHub automation · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
CLI + Codex · 4 targets
Page 1
Showing the strongest 16 results to keep the registry fast for humans and agents. Refine by use case, platform, stars, or search query for a narrower shortlist.
Try the agent resolve APIAI Agent Skill Repository
Browse reusable skills for Codex, Claude Code, Cursor, finance, research, web scraping, PPT, football analytics, data, marketing, design, and more.
Live registry search
Exact name and slug matches are checked against the live registry before ranked alternatives.
Decision filters
Showing 1-16 of 66 ranked candidates matching "instruction-tuning"
Best blend of relevance, quality, freshness, and verified outcomes
[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.
$ npx skills add haotian-liu/LLaVAScenario Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.
OpenAI Agents + CLI · 4 targets
🦦 Otter, a multi-modal model based on OpenFlamingo (open-sourced version of DeepMind's Flamingo), trained on MIMIC-IT and showcasing improved instruction-following and…
$ npx skills add EvolvingLMMs-Lab/OtterScenario Multimodal media · I need my agent to process images, video, or audio and extract useful information.
OpenAI Agents + CLI · 4 targets
Generative Representational Instruction Tuning
$ npx skills add ContextualAI/gritlmScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
CLI + Codex · 4 targets
Code/Data for the paper: "LLaVAR: Enhanced Visual Instruction Tuning for Text-Rich Image Understanding"
$ npx skills add SALT-NLP/LLaVARScenario Document processing · I need my agent to read PDFs, extract tables, and turn documents into structured data.
OpenAI Agents + CLI · 4 targets
Unsloth Studio is a web UI for training and running open models like Gemma 4, Qwen3.6, DeepSeek, gpt-oss locally.
$ npx skills add unslothai/unslothScenario Multimodal media · I need my agent to process images, video, or audio and extract useful information.
OpenAI Agents + CLI · 4 targets
LlamaIndex is the leading document agent and OCR platform
$ npx skills add run-llama/llama_indexScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
LlamaIndex + CLI · 4 targets
Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to e…
$ npx skills add meta-llama/llama-cookbookScenario Multimodal media · I need my agent to process images, video, or audio and extract useful information.
LangChain + CLI · 4 targets
A powerful tool for creating datasets for LLM fine-tuning 、RAG and Eval
$ npx skills add ConardLi/easy-datasetScenario GitHub automation · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
CLI + Codex · 4 targets
H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://docs.h2o.ai/h2o-llmstudio/
$ npx skills add h2oai/h2o-llmstudioScenario Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.
OpenAI Agents + CLI · 4 targets
A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
$ npx skills add microsoft/FLAMLScenario Multimodal media · I need my agent to process images, video, or audio and extract useful information.
CLI + Codex · 4 targets
Vendor-agnostic orchestration for training, inference and agentic workloads across NVIDIA, AMD, TPU, and Tenstorrent on clouds, Kubernetes, and bare metal.
$ npx skills add dstackai/dstackScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
Claude Code + CLI · 4 targets
A general fine-tuning kit geared toward image/video/audio diffusion models.
$ npx skills add bghira/SimpleTunerScenario Multimodal media · I need my agent to process images, video, or audio and extract useful information.
CLI + Codex · 4 targets
Distributed AI Model Training and LLM Fine-Tuning on Kubernetes
$ npx skills add kubeflow/trainerScenario Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.
CLI + Codex · 4 targets
Learn to build your Second Brain AI assistant with LLMs, agents, RAG, fine-tuning, LLMOps and AI systems techniques.
$ npx skills add decodingai-magazine/second-brain-ai-assistant-courseScenario Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.
OpenAI Agents + CLI · 4 targets
Fine-tune LLMs on your Mac with Apple Silicon. SFT, DPO, GRPO, Vision, TTS, STT, Embedding, and OCR fine-tuning — natively on MLX. Unsloth-compatible API.
$ npx skills add ARahim3/mlx-tuneScenario Multimodal media · I need my agent to process images, video, or audio and extract useful information.
CLI + Codex · 4 targets
Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works w…
$ npx skills add determined-ai/determinedScenario GitHub automation · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
CLI + Codex · 4 targets
Page 1
Showing the strongest 16 results to keep the registry fast for humans and agents. Refine by use case, platform, stars, or search query for a narrower shortlist.
Try the agent resolve API