AI model or service
Ollama agent skills for Claude Code, Codex and other agents.
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- 146
- official
- 4
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- AI model or service
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Ollama skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
Official (4 skills)
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Trains or fine-tunes language and vision models with TRL or Unsloth on Hugging Face Jobs cloud GPUs, then converts the results to GGUF. | huggingface/ | 11k | 3 repos | ~7.2k | Automated safety check: Pass | Apache-2.0 | 6 days ago |
| 2 | Debug inference clients that use an attached provider and its native endpoint, including hosted APIs and host-local Ollama, vLLM, SGLang, TRT-LLM, LM Studio, or NIM. | NVIDIA/ | 15k | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | today |
| 3 | Benchmark Jetson LLM/VLM serving performance across vLLM, llama.cpp, and Ollama with structured JSON output. | NVIDIA/ | 3.5k | 1 repo | ~3.1k | Automated safety check: Pass | Apache-2.0 | today |
| 4 | Turn on AI + ML features in Grafana Cloud — Grafana Assistant (NL → PromQL/LogQL/TraceQL, dashboard build, incident investigation, MCP integration), Dynamic Alerting (Prophet forecasting + DBSCAN… | grafana/ | 278 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | today |
Community
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 5 | Delegate a coding task to Aider (aider) as a background implementer, then review its diff and land it yourself. | amElnagdy/ | 2.3k | 2 repos | ~3k | Automated safety check: Pass | MIT | 17 days ago |
| 6 | Explains how to configure the Crush coding agent with crushrc or crush.json, covering providers, models, LSPs, MCP servers, hooks, permissions and config precedence. | charmbracelet/ | 29k | — | ~3.7k | Automated safety check: Pass | Unknown | today |
| 7 | Answers questions about Mobilerun, the LLM-agent framework for automating Android and iOS devices, by pointing the agent to the right page of its v5 documentation. | droidrun/ | 9.6k | — | ~943 | Automated safety check: Pass | MIT | 2 days ago |
| 8 | Guides adding an LLM provider to DeepChat through explicit source changes: collect the provider details, pick a transport path and add registry entries and tests. | ThinkInAIXYZ/ | 6.4k | 1 repo | ~1.2k | Automated safety check: Pass | Apache-2.0 | 4 days ago |
| 9 | TRIGGER when working with ai-sdk which is Laravel official first-party AI SDK. | trypostit/ | 676 | 2 repos | ~3.5k | Automated safety check: Pass | MIT | today |
| 10 | 10.Perfup Autonomous performance optimization: research, PoC, benchmark, implement, review, PR | raullenchai/ | 3.9k | — | ~1.6k | Automated safety check: Notes | Unknown | today |
| 11 | Run the pre-release end-to-end sweep of every user-facing surface — the 33 samples under samples/ (booted from their packaged artifacts and driven in a real browser via chrome-devtools MCP), the… | Atmosphere/ | 3.8k | — | ~4.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 12 | 12.Fastapi FastAPI best practices and conventions. An agent skill from Open-TutorAi/open-tutor-ai-CE. | Open-TutorAi/ | 108 | 2 repos | ~2.6k | Automated safety check: Pass | BSD-3-Clause | 3 mo ago |
| 13 | 13.Create Skill Create a new skill in the current repository. An agent skill from Hyk260/PureChat. | Hyk260/ | 546 | 1 repo | ~823 | Automated safety check: Pass | MIT | 20 days ago |
| 14 | 14.Deep Review Deep multi-agent code review run locally — a fleet of parallel finder agents reviews the diff from independent angles, then adversarial verifier agents reproduce each finding before it is reported. | dyad-sh/ | 22k | — | ~1.4k | Automated safety check: Pass | Unknown | today |
| 15 | Review the current session for errors, issues, snags, and hard-won knowledge, then update the rules/ files (or AGENTS.md if no suitable rule file exists) with actionable learnings. | dyad-sh/ | 22k | — | ~1.1k | Automated safety check: Pass | Unknown | today |
| 16 | Benchmark and compare LLM models for SUB/WAVE's on-air calls — track picks, segments, listener requests, DJ scripts, banter, and programme beats — in both candidate-pool and agent modes, using… | perminder-klair/ | 1.4k | — | ~2.4k | Automated safety check: Notes | MIT | today |
| 17 | Plans memory headroom, works through out-of-memory failures and watches temperature and power during long ML training jobs on NVIDIA DGX Spark. | wshobson/ | 40k | 1 repo | ~2k | Automated safety check: Pass | MIT | 2 days ago |
| 18 | Quick reference for wdoc, a command-line and Python tool that summarizes, searches and answers questions over documents of many file types. | thiswillbeyourgithub/ | 545 | — | ~1.1k | Automated safety check: Pass | AGPL-3.0 | 1 mo ago |
| 19 | Routes a NanoClaw agent group to a local Ollama model instead of the Anthropic API, using environment overrides and an optional block on Anthropic hosts. | nanocoai/ | 31k | 1 repo | ~1.5k | Automated safety check: Pass | MIT | yesterday |
| 20 | 20.Swift Mlx MLX Swift - High-performance ML framework for Apple Silicon with lazy evaluation, automatic differentiation, and unified memory | kellyvv/ | 1.3k | — | ~2.8k | Automated safety check: Pass | Apache-2.0 | 2 mo ago |
| 21 | Walks through installing and tuning memory-lancedb-pro, picking an embedding, reranker, and LLM combination from four preset configuration plans. | CortexReach/ | 229 | — | ~14k | Automated safety check: Pass | No licence | 6 mo ago |
| 22 | Processes sensitive local documents through PII Guard and a local Ollama model into a reversible redacted copy, without letting the main agent read the original or restored contents. | danyuchn/ | 249 | — | ~2.7k | Automated safety check: Pass | MIT | 5 days ago |
| 23 | Use iDeer as a daily paper-reading workflow for chatbot-first users such as Codex, Gemini, or ChatGPT. | AI45Lab/ | 416 | — | ~3k | Automated safety check: Notes | AGPL-3.0 | 2 mo ago |
| 24 | 24.Swift Mlx Lm MLX Swift LM - Run LLMs and VLMs on Apple Silicon using MLX. | kellyvv/ | 1.3k | — | ~3.7k | Automated safety check: Pass | Apache-2.0 | 2 mo ago |
| 25 | Fetches a web page through a 9Router server's web fetch endpoint and returns it as markdown, plain text or HTML, using one of several extraction providers. | decolua/ | 30k | — | ~941 | Automated safety check: Pass | MIT | 6 days ago |
| 26 | Integrates a hosted API or local/open-weight model end-to-end across OpenTryOn (adapter, CLI registry, MCP, docs) and TryOn Studio (catalog, Connect keys, planner). | tryonlabs/ | 551 | — | ~1.1k | Automated safety check: Pass | Unknown | yesterday |
| 27 | Check if package.json files are in sync with pnpm-lock.yaml. | Hyk260/ | 546 | — | ~594 | Automated safety check: Pass | MIT | 20 days ago |
| 28 | 28.Vision Query images with a local Ollama vision model without loading the image into the main agent context. | gridaco/ | 2.7k | — | ~1.5k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 29 | Build, extend, and debug AI agents in Egroo using the Microsoft Agent Framework (C .NET). | jihadkhawaja/ | 178 | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | 6 mo ago |
| 30 | 30.Bank Answer questions about the user's own bank accounts and money using the bank MCP tools (listaccounts, getbalances, gettransactions, watches). | noskillish/ | 276 | — | ~1.1k | Automated safety check: Pass | MIT | 9 days ago |
| 31 | 31.Resolve Always resolve Hugging Face models via model-shelf before any download. | alexziskind1/ | 130 | — | ~792 | Automated safety check: Pass | MIT | 1 mo ago |
| 32 | 32.Mindbase Maintain a persistent AI-tended research wiki. An agent skill from frankchu91/mindbase-llm-wiki. | frankchu91/ | 128 | — | ~1.1k | Automated safety check: Pass | MIT | 23 days ago |
| 33 | 33.Test Model Test a model end-to-end using the xybrid execution system. An agent skill from xybrid-ai/xybrid. | xybrid-ai/ | 465 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | today |
| 34 | CRITICAL - Guide for using Claudish CLI ONLY through sub-agents to run Claude Code with any AI model (OpenRouter, Gemini, OpenAI, local models). | MadAppGang/ | 1k | — | ~9k | Automated safety check: Pass | No licence | today |
| 35 | 35.Pre Push A skill your agent uses when the user asks to check before pushing, pre-push, verificar antes de pushear, run all checks, or quiere validar que todo pasa antes de hacer push. | artcc/ | 158 | — | ~732 | Automated safety check: Pass | AGPL-3.0 | today |
| 36 | 36.New Provider 用于在 cc-router 仓库新增一个 LLM provider(即在 src-tauri/providers/ 下添加 YAML 描述符并完成配套的同步改动)。当用户说「加 provider」「接入 XX 厂商」「新增订阅源」「provider YAML」「让 cc-router 支持 OpenRouter/Together/Groq/Ollama 之类」时必须触发本… | finch-xu/ | 270 | — | ~1.6k | Automated safety check: Pass | MIT | yesterday |
| 37 | Regenerate the README UI screenshots for nyx-local-ai from the browser harness — build the webview, serve the harness scenes, capture and crop the images into docs/. | sthamann/ | 133 | — | ~471 | Automated safety check: Pass | MIT | 3 mo ago |
| 38 | 38.Deploy Deploy BankMCP™ to a small server so it works in claude.ai and on the phone: Railway or Fly.io, volume, domain, setup page, connector. | noskillish/ | 276 | — | ~744 | Automated safety check: Pass | MIT | 9 days ago |
| 39 | 39.Tanstack AI TanStack AI (alpha) provider-agnostic type-safe chat with streaming for OpenAI, Anthropic, Gemini, Ollama. | secondsky/ | 227 | 1 repo | ~3.6k | Automated safety check: Notes | MIT | 9 days ago |
| 40 | The user wants to connect an LLM or vision provider, already has an API key, asks "can I use OpenAI/Anthropic/Gemini/OpenRouter", wants local Ollama, or needs different cheap and strong models. | oxbshw/ | 452 | — | ~509 | Automated safety check: Notes | MIT | 22 days ago |
| 41 | Train a custom VideoHighlighter action or object model from a few videos the user provides — cut into samples, sort with CLIP, review contact sheets, build, train, install only if better. | Aseiel/ | 157 | — | ~839 | Automated safety check: Pass | AGPL-3.0 | today |
| 42 | Installs the cognee AI memory library in a Python environment, sets the LLM key and gets a first remember and recall script running with the Python SDK. | topoteretes/ | 32k | — | ~1k | Automated safety check: Notes | Apache-2.0 | today |
| 43 | 43.Lexoid CLI Parse and convert documents (PDFs, images, web pages, DOCX/XLSX/PPTX, audio) from the terminal using the lexoid CLI. | oidlabs-com/ | 109 | — | ~2k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 44 | 44.Beta Release A skill your agent uses when releasing a beta build of this Obsidian plugin for BRAT-based testing (e.g. | joybro/ | 107 | — | ~3.7k | Automated safety check: Pass | MIT | 1 mo ago |
| 45 | 45.Houseclean Cross-drive storage audit and cleanup. An agent skill from SethGammon/Citadel. | SethGammon/ | 922 | — | ~2.2k | Automated safety check: Pass | MIT | 6 days ago |
| 46 | 46.Xybrid Init Generate model metadata for an ML model so it works with xybrid. | xybrid-ai/ | 465 | — | ~3k | Automated safety check: Pass | Apache-2.0 | today |
| 47 | 47.Mesh API Interact with a Meshtastic LoRa mesh network through MESH-API — list nodes, read messages, send texts, and check connection status. | mr-tbot/ | 179 | — | ~1.8k | Automated safety check: Pass | GPL-3.0 | 2 mo ago |
| 48 | 48.Quorum Run a structured debate between agent CLIs (claude, codex, agy, grok) and the user's configured API or local models (OpenAI, Anthropic, Google, xAI, OpenRouter, Ollama and more) through the Quorum… | Detrol/ | 119 | — | ~807 | Automated safety check: Notes | Unknown | 10 days ago |
Questions, answered from the data.
What is the best Ollama skill?
Hugging Face LLM Trainer (official) from huggingface/skills ranks first of the 146 Ollama skills listed here, with the highest score: its repository has 11k GitHub stars, 3 other GitHub owners carry a copy, its SKILL.md loads about 7.2k tokens and it passes the automated safety check with no findings. Next come Debug Inference and Jetson LLM Benchmark.
Is there an official Ollama skill?
4 of the 146 Ollama skills are official, published by the vendor's own GitHub organization: Hugging Face LLM Trainer, Debug Inference, Jetson LLM Benchmark and ML AI.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.