Ollama · For developers

Delegate a coding task to Aider (aider) as a background implementer, then review its diff and land it yourself.

amElnagdy/delegate-skills

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/crush

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/mobilerun

Autonomous performance optimization: research, PoC, benchmark, implement, review, PR

raullenchai/Rapid-MLX

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/atmosphere

FastAPI best practices and conventions. An agent skill from Open-TutorAi/open-tutor-ai-CE.

Open-TutorAi/open-tutor-ai-CE

TRIGGER when working with ai-sdk which is Laravel official first-party AI SDK.

trypostit/trypost

Create a new skill in the current repository. An agent skill from Hyk260/PureChat.

Hyk260/PureChat

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/dyad

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/deepchat

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/dyad

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/OpenShell

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/skills

Quick reference for wdoc, a command-line and Python tool that summarizes, searches and answers questions over documents of many file types.

thiswillbeyourgithub/wdoc

MLX Swift - High-performance ML framework for Apple Silicon with lazy evaluation, automatic differentiation, and unified memory

kellyvv/PhoneClaw

Walks through installing and tuning memory-lancedb-pro, picking an embedding, reranker, and LLM combination from four preset configuration plans.

CortexReach/memory-lancedb-pro-skill

Use iDeer as a daily paper-reading workflow for chatbot-first users such as Codex, Gemini, or ChatGPT.

AI45Lab/iDeer

MLX Swift LM - Run LLMs and VLMs on Apple Silicon using MLX.

kellyvv/PhoneClaw

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/opentryon

Check if package.json files are in sync with pnpm-lock.yaml.

Hyk260/PureChat

Build, extend, and debug AI agents in Egroo using the Microsoft Agent Framework (C .NET).

jihadkhawaja/Egroo

Answer questions about the user's own bank accounts and money using the bank MCP tools (listaccounts, getbalances, gettransactions, watches).

noskillish/bankmcp

Always resolve Hugging Face models via model-shelf before any download.

alexziskind1/model-shelf

Maintain a persistent AI-tended research wiki. An agent skill from frankchu91/mindbase-llm-wiki.

frankchu91/mindbase-llm-wiki

Test a model end-to-end using the xybrid execution system. An agent skill from xybrid-ai/xybrid.

xybrid-ai/xybrid

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/freelingo

CRITICAL - Guide for using Claudish CLI ONLY through sub-agents to run Claude Code with any AI model (OpenRouter, Gemini, OpenAI, local models).

MadAppGang/claudish

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/cc-router

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/nyx-local-ai

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/bankmcp

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/watch-skill

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/VideoHighlighter

This skill should be used when working with DSPy.rb, a Ruby framework for building type-safe, composable LLM applications.

davekilleen/Dex

Parse and convert documents (PDFs, images, web pages, DOCX/XLSX/PPTX, audio) from the terminal using the lexoid CLI.

oidlabs-com/Lexoid

Cross-drive storage audit and cleanup. An agent skill from SethGammon/Citadel.

SethGammon/Citadel

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/cognee

Generate model metadata for an ML model so it works with xybrid.

xybrid-ai/xybrid

Interact with a Meshtastic LoRa mesh network through MESH-API — list nodes, read messages, send texts, and check connection status.

mr-tbot/mesh-api

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/quorum-cli

Dialectical reasoning and autocoding via Hegelion MCP tools.

Hmbown/Hegelion

Ship a new nyx-local-ai release end to end — bump versions consistently, run the quality gates (typecheck, smoke tests, package), install locally, tag and push so CI publishes the installer artifacts.

sthamann/nyx-local-ai

Entry point for KeiRouter — local/remote AI gateway with OpenAI-compatible REST for chat, image, TTS, embeddings, web search, web fetch.

mydisha/keirouter

Set up BankMCP™ on this machine step by step: check Node, register the local MCP server, walk through the Enable Banking application, finish the setup page and connect the first bank.

noskillish/bankmcp

Perform code reviews (CR) for changed files in the current repository.

Hyk260/PureChat

A skill your agent uses when bumping to a stable X.Y.Z release (e.g., "release 1.3.0", "bump to 0.13.0", "prepare 2.0.0").

joybro/obsidian-similar-notes

A skill your agent uses when the user wants to consult an AI persona "clone" for advice, strategy, analysis, or domain expertise—especially in startup, VC, tech, growth, HR, or business contexts.

team-attention/openclone

Search the LiteCode project wiki for architecture specs, design decisions, and detailed documentation

razvanneculai/litecode

A template skill demonstrating the PAI SKILL.md format. An agent skill from nirholas/PAI.

nirholas/PAI