Kits of AI agent skills, rules and prompts

Qwen3.6-35B-A3B-FP8

Qwen · Kit

Reads text and images and writes text, as an FP8 copy of Qwen3.6-35B-A3B with 3B active parameters. For developers who run coding agents and want a smaller dow…

Qwen3.6-27B

Qwen · Kit

A 27B Qwen model that reads text and images and replies in text, tuned for coding agents and repository-level work, for developers who run it with the transfor…

Qwen3-Coder-Next

Qwen · Kit

Works as a coding agent model with 80B total and 3B active parameters and a 256K context. For developers who run agents in CLI and IDE tools and want to host t…

Seshat Agent

PCL-RSI-lab · Kit

Fixes software bugs with a self-improving coding agent that learns reusable reasoning patterns from its own successful runs, for developers and researchers wor…

MemT-1.0-Nano

MemTensor · Kit

Language model with a built-in memory state of fixed size, built on Qwen3.6-35B-A3B, that keeps past context without re-reading it. For researchers and develop…

Slonik

dglhf · Kit

Helps with agentic coding, with two models trained on PostgreSQL engine tasks. Slonik-27B and Slonik-9B come from Postgres Professional, for developers who wor…

strands-decider-2B-qwen3.5-v1-2610

StrandsAgents · Kit

Makes fast decisions for agent workflows by picking among options and rating things on a scale, with a calibrated confidence for every answer. For developers w…

Qwen3.5-27B

Qwen · Kit

Reads text and images and writes text, as a 27B Qwen model with a vision encoder and a 262,144-token native context. For developers who build assistants and ag…

Raon-1 mini (GGUF)

KRAFTON · Kit

Runs a 28.8B mixture-of-experts model tuned for Korean chat, reasoning and tool-using agents in llama.cpp. GGUF copy of Raon-1 mini preview for people who run…

Laplace-1-Vector by JuneoAI

JuneoAI · Kit

Judges which action an AI agent should take, who should own a task and who may see what, as a 4B model that runs on your own hardware so organizational data st…

Mellum2.1-12B-A2.5B-Thinking

JetBrains · Kit

A 12B mixture-of-experts thinking model with 2.5B active parameters, trained with reinforcement learning on real repositories for coding agents, math and hard…

Sage-A1.5 GGUF (Q4_K_M)

InternScience · Kit

Runs Sage-A1.5, a 35B mixture-of-experts agentic model for long scientific tasks, as a 4-bit GGUF file. It can split work across subagents and check its own pr…

Ling-3.1-flash

inclusionAI · Kit

Handles complex agent, search, office and coding work with 560B total and 25B active parameters and a 1M-token context. Serving examples use SGLang on multi-GP…

Granite-4.2-8B

ibm-granite · Kit

Reasons step by step, writes code, calls tools and chats in several languages with a context of up to 128K tokens, extendable to 512K. IBM's dense 8B model, fo…

Qwen3.8-27B-pi

bytkim · Kit

A 27B coding model tuned for the Pi agent framework, trained to read a repository, edit files, run tools and use their feedback, with adjustable reasoning effo…

Spark-X2.6-1.7B

XHToken · Kit

Generates text with a compact 1.7B model for on-device use, with three adjustable thinking levels. Suits developers who want coding, agent and long-context hel…

GLM-5.3-Flash-NVFP4

nvidia · Kit

Gives you NVIDIA's NVFP4 quantized copy of ZAI's GLM-5.3-Flash, a multimodal model for reasoning, coding and agent tasks. Meant for developers who deploy on Bl…

DeepSeek-V4.1-Flash-EXL3-3bpw-2x-RTX-PRO-6000

diffbot · Kit

Serves a 3-bit compressed copy of DeepSeek-V4.1-Flash-1017 on two 96 GB RTX PRO 6000 Blackwell cards with vLLM, for developers who host a large coding and agen…

Spark-X2.6-1.7B-GGUF

XHToken · Kit

Runs a small 1.7B on-device language model from XHToken as 4-bit GGUF files, for chat, coding and agent tasks in English and Chinese, with adjustable thinking…

GLM-5.3-Flash-Coder-RCO-152E-GGUF

lapadatbogdan · Kit

Runs a pruned GLM-5.3-Flash coding and agent model on a home PC, as GGUF files in five quant sizes. It keeps 152 of 288 experts per layer, cutting a 321B model…

Sage-A1.5

InternScience · Kit

Works through long scientific tasks as an agent that delegates to subagents, checks its own progress and revises its plan. A 35B mixture-of-experts model for r…

Qwen3.8-27B-NVFP4

unsloth · Kit

A 4-bit NVFP4 copy of the Qwen3.8 27B vision-language model made by Unsloth, for serving with vLLM. For developers who want a dense model that reads images and…

Sabi-Noema

sabicap · Kit

A 27B agentic text model built on Qwen3.8-27B with open-source RL environments, reporting higher terminal and coding-agent scores, for developers building codi…

OpenJev

openjev · Kit

Answers typed decisions about text, web pages and screenshots, picking a choice, a yes-or-no probability or a score from your own labels in one forward pass. F…

Gemma4-12B v2 Coding + Agentic Edition

yuxinlu1 · Kit

A GGUF fine-tune of Google's Gemma 4 12B instruction model for coding and tool-using agent work, sized to run offline on a machine with about 4.5 GB of free me…

Inkling

thinkingmachines · Kit

Reads text, images and audio and writes text, as a huge open multimodal model for coding assistants, agents and chatbots. For developers with multi-GPU servers…

Raon-1 mini

KRAFTON · Kit

Chats and reasons, with a strength in Korean, and runs tool-calling agent tasks. A 28.8B mixture-of-experts model that activates 4.3B parameters per token with…

GLM-5.3-Flash-GGUF

unsloth · Kit

Runs Unsloth's GGUF copy of the GLM-5.3-Flash text model on your own hardware, a large open model its authors aim at coding and agent work. For people with ple…

Qwen3.6-35B-A3B-MTP-GGUF

unsloth · Kit

Runs Qwen3.6-35B-A3B locally from Unsloth's GGUF files with multi-token prediction for faster decoding in llama.cpp. Suits developers who want a local agentic…

flint-GGUF

unsloth · Kit

Runs Flint, a 39.8B mixture-of-experts model for coding agents that uses about 2.5B parameters per token, from Unsloth GGUF files. For developers who run codin…

Qwopus3.8-27B-Coder-Flash-GGUF

Jackrong · Kit

Helps with coding and tool-using agent work as a GGUF fine-tune of Qwen3.8-27B, trained on about 200,000 code, agent and reasoning examples. For developers who…

Ling-3.0-tiny

inclusionAI · Kit

Generates text with a 7.9B hybrid reasoning model that activates only 1.3B parameters per token, so it fits local and low-resource setups. Suits developers who…

Needle 3

Cactus-Compute · Kit

A small on-device model from Cactus Compute for tool calling, structured extraction and text embeddings, used through the cactus Python package. For developers…

MiMo-V2.6-Pro-RL

XiaomiMiMo · Kit

Works with text, images, video and audio in one 1.02T-parameter model that has a 1M token context. The flagship of Xiaomi's MiMo-V2.6 series, trained with larg…

MiniCPM5-2B

openbmb · Kit

Generates text with a dense 2B-class model made for on-device and local use, covering coding, math, long context, tool use and agent tasks in English and Chine…

Qwen-Fixed-Chat-Templates

froggeric · Kit

Swaps Qwen's official chat templates for one drop-in Jinja file that fixes rendering errors, cache invalidation, wasted tokens and agent stalls. For people who…

NorthCUA-Pro

beipo-ai · Kit

Reads screenshots and requests, then writes reasoning and tool calls for an agent that drives a desktop or browser. For teams with a large GPU setup who build…

MiMo-V2.6-Distill-Qwen-9B

XiaomiMiMo · Kit

A 9B agentic model from Xiaomi MiMo, fine-tuned from Qwen3.5-9B for coding, agent tasks, visual coding and cybersecurity, released as a starting point for rese…

BotPsy-0.8B

qvac · Kit

A small 0.8B model for function calling and agent workflows, built on Qwen3.5-0.8B and light enough to run on a device, for developers who want a local assista…

Spark-X2.6-4B-GGUF

XHToken · Kit

A compact 4B language model in GGUF form for on-device use, tuned for coding, agents and long context, with three thinking levels from none to high. Works in E…

Terminal-RSI-27B

Teriminal-RSI · Kit

Works through multi-step terminal tasks such as inspecting a repository, editing code and repairing dependencies. A 27.8B-parameter agent model built on Qwen3.…

Ornith-1.5-35B-A3B-GGUF

ornith-ai · Kit

Runs a 35B mixture-of-experts text model tuned for coding and agent work, using only about 3B parameters per token. This repository holds its GGUF files for lo…

Inkling-Small

thinkingmachines · Kit

Reads text, images and audio and replies in text, for developers building assistants, coding tools and agents. A sparse mixture-of-experts model with 276B para…

BotPsy-0.8B-GGUFs

qvac · Kit

GGUF copies of the 0.8B BotPsy tool-calling model in BF16, Q8_0 and Q4_K_M, for running agent and function-calling work fully on your own device with llama.cpp.

Muse Glimmer 30B

meta-models · Kit

Reads text and images and carries out agent tasks such as tool calls and multi-step reasoning on a local machine, in a 30B model distilled from Muse Spark. For…

Ripple-65B-Preview-GGUF

AtomicChat · Kit

GGUF quantized files of the 65B Ripple Preview agentic-coding model, for running locally with llama.cpp. For people who run large open models on their own hard…

ARC 1.0

rayline-ai · Kit

Reads an agent's conversation and predicts which model will succeed, how many tokens it will use and how much reasoning to spend, so apps can route requests by…

Earlybird by sahilmahendrakar

sahilmahendrakar · Kit

Turns speech into text on a device and predicts each word before the speaker finishes it, scoring every word. A 16.8 MB English model for voice agents and live…

Agents Course Notebooks

agents-course · Kit

Collects the notebooks of the Hugging Face Agents Course, covering a dummy agent library, smolagents, LlamaIndex, LangGraph and two bonus units. For learners b…

Axion-1.0-35B

Axion1-0 · Kit

A reproduction checkpoint of Axion 1.0-35B, a 35B mixture of experts model for scientific reasoning, information seeking and tool using problem solving, served…

Spark-X2.6-4B

XHToken · Kit

A 4.1B language model for coding, agent work and long context in English and Chinese, with three thinking levels. For developers building agents that run on th…

Nanbeige4.3-33B

Nanbeige · Kit

A 33.1B open model for agentic coding and professional cowork tasks, built as the flagship teacher of the Nanbeige4.3 series. For developers and agent builders…

Mage-VL-Cowork

microsoft · Kit

Operates a computer from screenshots and terminal commands with one small vision-language model of about 4B parameters, made by Microsoft for people who build…

Recursive Flint

RecursiveSI · Kit

A 39.8B mixture-of-experts language model for coding agents that investigates codebases, fixes bugs, adds features and writes tests. For developers who run the…

DeepSeek-V4.1-Flash-1017-GSQ-RCO-Coder-GGUF

ISTA-DASLab · Kit

An expert pruned and quantized GGUF of DeepSeek-V4.1-Flash-1017 from ISTA-DASLab, aimed at code and agent work, with transformer weights of 72.1 GB. Suits deve…

AREX-2

BAAI · Kit

Improves its own solutions over several rounds of propose, measure, reflect and revise, using a 27B model from BAAI. For agent researchers and developers worki…

Nex-N2.6

nex-agi · Kit

Handles computer use, coding and long tool-driven tasks as a multimodal agentic model built on GLM-5.3-Flash, in FP8 weights of about 321B parameters. For team…

DeepSeek-V4.1-Flash

deepseek-ai · Kit

DeepSeek's multimodal mixture of experts model with a 552B backbone and a one million token context, built to cut KV cache cost for long input agent work. Suit…

PAN 2

IFM · Kit

A 29B world model from IFM at MBZUAI that turns a scene and described actions into a video of up to 20 seconds, so an agent can preview outcomes. For researche…

LongCat-2.5

meituan-longcat · Kit

Meituan LongCat's multimodal mixture of experts model for long agent tasks and coding, with about 1.6 trillion total parameters and 48 billion active per token…

Multi-Agent AI - Coding

bstraehle · Kit

A Gradio demo of several AI agents built with Microsoft AutoGen that work together on a coding task. Use it in the browser on Hugging Face or run a copy on you…

Multi Agent Systems MAS Autonomous Agents Interacting

awacke1 · Kit

A small Streamlit page that explains the core ideas of multi-agent systems: autonomous agents, their environment, a ruleset, and how agents cooperate or compet…

projtex · Projection Texturing API

townbox · Kit

Textures 3D meshes from a text prompt and returns a GLB with one baked colour texture. Built for AI agents and developers, with a REST API and an MCP endpoint.

Character Animation for Agents

townbox · Kit

Rigs a static 3D model and animates it from a one-line prompt, returning a rigged, animated GLB. Built for AI agents and developers, through REST, MCP or the b…

agentest Assurance Report Card

srinivaspadmanabhuni · Kit

Checks an AI agent's prompt or recorded trace against an open test checklist and returns a report card, offline in your browser. For agent builders and testers…

GuardrailAgent Benign Check

Sattyam · Kit

Shows how often the GuardrailAgent input gate wrongly flags 250 harmless XSTest prompts as jailbreaks, with every prompt and decision. Useful for people who bu…

FlyHash vs SimHash Demo

pranamhan · Kit

An interactive browser demo that compares FlyHash and SimHash for retrieving items, built to accompany a paper on FlyHash for LLM agent memory. For researchers…

stuntd

pollix · Kit

A browser demo that answers questions two ways, with the base Laya model zero-shot and with a small head that stuntd trained for each decision, across support…

MedCaseAgent

PediaMedAI · Kit

A project page for research resources on rare disease clinical case reports: a 584-record benchmark, a large corpus of case-report metadata and the agent code.…

Mage-VL-Cowork Computer Use

nielsr · Kit

Lets you give a task to the Mage-VL-Cowork model and watch it click, type, scroll and use a terminal on a disposable Linux desktop. It suits developers studyin…

Wasm Agents Blueprint

mozilla-ai · Kit

A static web page from mozilla-ai for testing AI agents powered by WebAssembly, naming the Devstral-Small-2507 and Qwen3-8B models. It suits developers explori…

StatePact Concurrency Playground

Mithun-2714 · Kit

Simulates how agents that share mutable state collide, under five isolation modes, in your browser, so you can watch overselling, lost updates and write skew.

Reachy Mini ElevenLabs Conversation

mindmodelai · Kit

Lets a Reachy Mini robot hold spoken conversations through an ElevenLabs Conversational AI agent, with head movements and lip sync, for owners of the robot.

Hermes Agent by Mega-Evolutions

Mega-Evolutions · Kit

Runs the Hermes Agent gateway in a Docker Space and connects it to Telegram through two bots, using the Telethon plugin alongside the python-telegram-bot trans…

Laplace-1-Vector

JuneoAI · Kit

Scores the options an agent could take, or predicts what happens next, before the action runs. A demo and MCP server for the 4B Laplace-1-Vector decision model…

ANCHOR: the page changed, which robot noticed?

isntlucxs · Kit

Shows a traditional RPA script and the ANCHOR automation agent running on the same web page before and after it changes, at five levels of change, in your brow…

MiMo RL Environment Explorer

FineEnvs · Kit

Browses 7,780 reinforcement learning environments from XiaomiMiMo, then runs a model on a task and shows how it is graded. An unofficial explorer for people wh…

Obfuscated-Shell Safety Leaderboard

FINAL-Bench · Kit

Ranks language models on whether they see through disguised shell commands, blocking the dangerous ones and allowing harmless encoded ones. A defensive safety…

Ai Journalism Skills

fdaudens · Kit

Offers open-source skills and prompt workflows for journalists to hand to an AI agent, starting with a fact-checker. For reporters and newsrooms using Claude,…

Cua Driver Bench on AgentEnv

earakely-scale · Kit

A replay viewer for computer-use agents running Cua Driver Bench tasks, with the recorded desktop, tool calls, grades and drivers side by side. These are not t…

DevFest Cusco · Seguridad de agentes

davidquicast · Kit

Opens a 22-slide talk on AI agent security, given at DevFest Cusco, that asks whether Hugging Face can manipulate Antigravity. It suits developers who use AI a…

smolagents and tools gallery

davidberenstein1957 · Kit

A static gallery page for browsing tools and agents you can use in smolagents. It opens in a browser with nothing to install, and its README is a single line.

ControlSpec — Before an agent acts

claytonsamples · Kit

Replays recorded tests of exact-action approval for AI agents, run through an NVIDIA OpenShell sandbox, so you can inspect approvals, replays and failures. For…

Medical Insight Explorer Agent

Artur-Melnyk · Kit

A bilingual agent that answers descriptive questions about healthcare claims data using pandas calculations and interactive charts. This Space runs on sampled…

Texture-Craft

ArshPathan · Kit

Makes transparent 16x16 item textures from text prompts with a diffusion model, through a Gradio Space, a local REST server or an MCP tool. For game makers and…

TinyCodeAgent

Agents-MCP-Hackathon · Kit

An agent that solves tasks by writing Python, running it and fixing its own errors, built on TinyAgent with a Qwen model. Also works as an MCP server. For agen…

Intelligent Content Organizer MCP Agent

Agents-MCP-Hackathon · Kit

Indexes PDF, text, Word and image files, then searches them by meaning, summarizes, tags, categorizes and answers questions. An MCP server with a Gradio page,…

Unit 2.1 smolagents Code Quiz

agents-course · Kit

A coding quiz app from the Hugging Face agents course that serves smolagents questions from a dataset. For learners checking what they know and teachers who wa…

DuplexJev Speech to Decisions

adventists-ai · Kit

Reads one speech clip and returns ten decisions about it, such as turn state, barge-in and emotion, in a single pass with no transcription. For voice agent dev…

Train the agent slides

sergiopaniego · Kit

A browser slide deck on how AI agents are trained with TRL and OpenEnv, from SFT on agent traces to GRPO and RL in environments. Made for developers learning a…

SchemeArena

launch · Kit

Presents a research project that tests LLM agents for scheming across 400 scenarios, with a monitor called SCOUT. It is a static project page for AI safety res…

Full Duplex Leaderboard

aufklarer · Kit

Compares voice agents on when to speak, which tool to call and how well speech follows a style instruction, using three public benchmarks. For teams that build…

Unit 1 Quiz - AI Agent Fundementals

agents-course · Kit

Tests what you know about the basics of AI agents with a quiz whose questions come from a dataset, as part of the agents course. It suits learners working thro…

UniMate for Agents

townbox · Kit

Animates a rigged skeleton from a text sentence and returns an animated GLB, motion data and a preview, through a REST API, MCP tools and a Gradio page. It sui…

SkinTokens for Agents

townbox · Kit

Rigs a 3D mesh with a predicted skeleton and skin weights, through a REST API, MCP tools or a web page, on ZeroGPU hardware. For 3D artists, game developers an…

RL Environments on Hugging Face

FineEnvs · Kit

Lets you browse reinforcement learning environments on the Hugging Face Hub, look at their tasks and rewards, and run agent rollouts to compare results. It sui…

TabArena

TabArena · Kit

Ranks machine learning methods for tabular data with Elo ratings in a Gradio leaderboard, and serves the numbers to agents as JSON and MCP tools. For researche…

An n8n workflow with a chat page that answers questions from a Notion database of questions and answers. An AI agent searches the database by keyword or tag, r…

An n8n workflow that answers Instagram direct messages in your own voice. ManyChat posts each message to a webhook, an OpenAI agent replies with a short memory…

An n8n workflow that reads invoice PDFs from Gmail with a Cradl AI agent you build. A person can check the values it is unsure about, and each invoice line bec…