How real projects configure their agents

32,523 repositories keep their own agent configuration in the open: a CLAUDE.md, a rules file, instructions for Copilot, a skill the project runs on itself. These are not mods to install. They are worth reading for what they reveal — what a maintainer thinks an agent gets wrong.

Building agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971

All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116

Project Stars Configures Files Always loaded
kchyhj/sociology-wiki-template Accuracy-first research wiki template for sociologists using Claude Code 23 Claude Code 1 3,531 tok
SkyShannonProver/shannon-prover skyshannonprover.github.io LLM agents that write machine-checked cryptographic proofs in EasyCrypt (arXiv:2607.02847) 23 Claude Code, Codex, OpenCode 4 2,814 tok
arthjean/rust-doctor Your agent writes bad Rust. This catches it. 23 Claude Code, Codex, OpenCode 5 2,483 tok
kylehughes/writing-prose-like-a-human-for-agents A skill and subagent that help AI agents write and edit prose that doesn't read like AI. 23 Claude Code, Codex, OpenCode 2 558 tok
PrithviSeran/hunch-mcp tryhunch.ca Drive your Mac focus-free over MCP: OS APIs, AppleScript, CDP, and Accessibility 23 Claude Code, Codex, OpenCode 2 5,325 tok
nonz250/ai-rotom npmjs.com Pokemon Champions battle advisor MCP server 23 Claude Code 1 3,588 tok
damionrashford/media-os damionrashford.github.io Routed Media OS for Claude Code — 96 skills + 13 modes + 7 specialist agents covering FFmp 23 Claude Code 2 3,222 tok
jrenaldi79/sidecar claudesidecar.ai A parallel AI window for Claude Code. Fork conversations to Gemini, GPT, DeepSeek, or any 23 Claude Code 1 5,773 tok
AlessandroCaforio/Academic-Writing Multi-agent Claude Code workflow for writing an empirical economics Master thesis — 17 age 23 Claude Code 12 5,883 tok
enkhbold470/bci-mcp enkhbold470.github.io Stream live EEG brain state (focus, calm, attention) from any EEG device into Claude and a 23 Claude Code 1 46 tok
jmix-framework/jmix-agent-toolkit jmix.io A collection of skills, guidelines and tools designed to help AI coding agents develop app 23 Claude Code, Codex, OpenCode 2 825 tok
siberiacancode/agent-skills skills.sh 🤖 ai skills 23 Claude Code, Codex, OpenCode 2 771 tok
danieleteti/delphi-ai-skills SKILLS about Delphi, Code-Smell, DMVCFramework, WebAPI and JSON-RPC for Claude, Gemini, Cu 23 Claude Code 1 3,163 tok
adaptico/adaptico-os The go-to-market operating system for early-stage software products. AI marketing skills f 23 Claude Code, Codex, OpenCode 2 2,068 tok
briansmith80/claude-code-status-bar briansmith80.github.io Configurable status bar for Claude Code: usage limits with pacing markers, context window, 23 Claude Code 1 14,769 tok
bigduu/Bamboo-agent bigduu.github.io Bamboo — a local-first Rust agent harness and runtime with sessions, tools, skills, MCP, s 23 Claude Code, Codex, OpenCode 2 2,398 tok
ksterx/srunx ksterx.github.io A modern Python library for SLURM workload manager integration with workflow orchestration 23 Claude Code 1 11,299 tok
rlrghb/olkcli Outlook in your terminal 23 Claude Code, Codex, OpenCode 2 6,473 tok
keshrath/agent-tasks npmjs.com Pipeline-driven task management for AI coding agents — stages, dependencies, artifacts, an 23 Claude Code 1 2,695 tok
KCNyu/clawock kcnyu.github.io Stock investment and portfolio decision workflows for AI agents: Claude Code, Codex, OpenC 23 Claude Code, Codex, OpenCode 2 3,078 tok
jdguggs10/flaim flaim.app Fantasy Sports MCP Platform 23 Claude Code, Codex, OpenCode 5 1,329 tok
ScalefreeCOM/datavault4dbt-agent-skills datavault4dbt.com A curated collection of skills for AI agents to properly work with datavault4dbt. 23 Claude Code 1 1,128 tok
marcusquinn/amazon-order-history-csv-download-mcp Download Amazon Order History As Orders & Items CSV files, plus simplified CSV file versio 23 Claude Code, Codex, Cursor, OpenCode, Windsurf 5 1,353 tok
Averyy/fetchaller-mcp fetchaller.com Simple MCP server that allows Claude Code to fetch URLs without permission prompts (includ 23 Claude Code 1 12,238 tok
memtomem/memtomem memtomem.com Long-term memory for AI coding agents, kept as Markdown you own. Hybrid BM25 + vector sear 23 Claude Code 1 1,460 tok
fracturedring/renpy-mcp AI-friendly visual novel toolkit: a browser-based Ren'Py editor plus a 74-tool MCP server. 23 Claude Code, Codex, OpenCode 3 2,022 tok
199-biotechnologies/whatsrust WhatsApp in pure Rust. Single binary, 5 MB, 15 MB RAM. 54 API endpoints, 30 MCP tools, ful 23 Claude Code 1 648 tok
phantom/phantom-agent-kit 23 Claude Code 3 680 tok
securityfortech/hacking-skills Claude Code skills for finding bugs and vulnerabilities — bug bounty, pentest, CTF, code r 23 Claude Code 1 369 tok
dekitproject/ux-ui-promax-skill 23 Claude Code 8 1,007 tok
stblake/mathilda stblake.github.io A small, highly efficient computer algebra system in written in C99. 23 Claude Code 2 4,253 tok
l-nmch/hailo-10h-llm-compiler Compile your own LLM for the Hailo-10H — an open pipeline from Hugging Face checkpoint to 23 Claude Code 4 924 tok
ysskrishna/ai-agent-skills ysskrishna.space Structured thinking skills for AI agents: brainstorming, decision support, systems thinkin 23 Claude Code, Codex, OpenCode 1 3,706 tok
Luqueee/kivgraph kivgraph.dev A local MCP server for cross-repository semantic code intelligence in TypeScript and Go, b 23 Claude Code, Codex, OpenCode 10 10,057 tok
soporte-defontsoft/delphi-ide-remote-mcp An MCP server that turns a Windows RAD Studio machine into a remote backend for coding age 23 Claude Code 1 5,391 tok
Chisiki1/objective-integrity-framework An outcome-first operating framework for reliable AI agent work. 23 Claude Code, Codex 1 —
chrischall/skylight-mcp Skylight Calendar MCP — read/write family calendar events, chores, rewards, and shared lis 23 Claude Code, Codex, OpenCode 2 11,544 tok
SPYfighting/my-academic-skills Research skills for Claude Code, Codex, and OpenCode. 23 Claude Code, Codex, OpenCode 2 673 tok
honra-io/drizzle-best-practices 23 Claude Code, Codex, OpenCode 2 820 tok
kirich1409/krozov-ai-tools 23 Claude Code, Codex, OpenCode 3 3,061 tok
nirholas/gitpretty 🎨 Add unique emoji commits to every file in a repository 23 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,072 tok
nirholas/cloud-computing nirholas.github.io Plain-language glossary of 153 cloud computing, AI/ML, data and infrastructure terms, also 23 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 816 tok
gracefullight/docusaurus-plugins gracefullight.dev A collection of Docusaurus plugins for analytics, chat, ads, error tracking, copy-as-markd 23 Claude Code, Codex, Gemini CLI, OpenCode 7 3,891 tok
manakuro/asana-clone-app asanacloneapp.codelly.dev Asana clone app 23 Claude Code, Codex, OpenCode 7 1,846 tok
SonicGarden/sgcop 23 Claude Code 3 494 tok
SAP-samples/sap-community-activity-badges Display your SAP Community public activity, badges, and Devtoberfest contest progress as g 23 Claude Code, GitHub Copilot 6 4,095 tok
rkpontes/flutter_official_architecture 23 Claude Code, Codex, OpenCode 35 1,771 tok
monoes/monomind monoes.github.io Autonomous AI orchestration with persistent memory, self-coordinating agent orgs, and a co 23 Claude Code, Codex, Gemini CLI, OpenCode 15 4,203 tok
bredmond1019/claude-sdk-rs Claude Code SDK for Rust 23 Claude Code, Codex, Gemini CLI 69 4,993 tok
Elnora-AI/elnora-ai-agent-hackathon-starter-kit Run one command, follow the instructions, and get your first AI agents up and running — Cl 22 Claude Code, Codex, OpenCode 3 3,892 tok