How real projects configure their agents

43,608 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 agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710

All Claude Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79

Project Stars Configures Files Always loaded
JCSnap/claude-code-queue claude code has a rate limit. auto queue instructions when rate limit resets. 57 Claude Code, Codex, OpenCode 2 3,836 tok
NianJiuZst/openmeta-cli OpenMeta CLI - Autonomous, local-first open source contribution agent for developers 57 Claude Code 1 3,217 tok
ondata/ckan-mcp-server ondata.github.io MCP server for querying CKAN open data portals (package search, DataStore SQL, organizatio 57 Claude Code, Codex, OpenCode 10 7,600 tok
maksimzayats/acodex docs.acodex.dev Local MCP automation bridge for the Codex desktop app, with CLI, HTTP server, and live cod 57 Codex, OpenCode 1 400 tok
defuse/auditician-temp Automated security audits with Claude Code 57 Claude Code 13
Consiliency/Code-Index-MCP Code indexing MCP server to provide context to coding agents. 57 Claude Code, Codex, OpenCode 15 5,175 tok
Benny-Lewis/home-assistant-assistant 57 Claude Code, Codex, OpenCode 3 3,140 tok
pabpereza/kali-mcp AI Agent implementation to automate ethical hacking tasks. Use it with responsibility. 57 Claude Code, Codex, OpenCode 8 3,420 tok
xlx777/ccg-scholar A multi-model collaborative research workflow system for Claude, Codex, and Gemini 57 Claude Code 1 384 tok
agentsea/flashbacker Claude Code state management with session continuity and AI personas, subagents and agent 57 Claude Code 1 3,623 tok
joshhu/skillopt-qa Minimal faithful re-implementation of Microsoft SkillOpt: a text-space optimizer that trai 57 Claude Code 1 1,281 tok
CoreWorxLab/local-livekit-plugins Local STT/TTS plugins for LiveKit Agents - no cloud APIs required 57 Claude Code 1 303 tok
ekino/docker-buildbox hub.docker.com Container images for GitLab CI's jobs 57 Claude Code, GitHub Copilot 2 4,835 tok
longzhi/clawhive Lightweight, Rust-native AI Agent platform. Security sandbox from day one. 57 Claude Code, Codex, OpenCode 2 3,177 tok
PermaShipAI/nexus AI Command Center where specialized agents collaborate to create tasks and work on project 57 Claude Code 1 1,089 tok
bacoco/AiDesigner 57 Claude Code 5
Meeting-BaaS/speaking-meeting-bot Fully autonomous speaking bots built using the MeetingBaas API and Pipecat. 57 Cursor 1 20,951 tok
yubing744/trading-gpt Trading-GPT is a trading bot based on bbgo and langchaingo. 57 GitHub Copilot 1 790 tok
Flemma-Dev/flemma.nvim flemma.dev AI knowledge workbench for Neovim. 57 Claude Code, Codex, OpenCode 6 5,415 tok
ycharfi09/OptiClone Clone any voice locally for free from 10s of speech using LuxTTS! 57 Claude Code 1 601 tok
efdevcon/monorepo devcon.org Main repository for all Devcon-related apps 57 Claude Code 4 557 tok
contentful/contentful-resolve-response Resolve items & includes of a Contentful API response into a proper object graph 57 Codex, OpenCode 1 666 tok
forcedotcom/SalesforceMobileSDK-ReactNative 57 Claude Code 3 4,155 tok
shmlkv/dna-claude-analysis claude-dna-example.vercel.app Run scripts, explore your genome, and get personalized explanations — all in natural dialo 57 Claude Code 1 506 tok
1425sd/AI-memory-project A project context template for AI coding assistants. Put these files into any project so t 57 Codex, OpenCode 1 902 tok
matheuscamarques/pon_beam PON-BEAM is a complete re-architecture of the Erlang/OTP Virtual Machine (ERTS — Erlang Ru 57 Codex, OpenCode 1 1,720 tok
JBZoo/CSV-Blueprint CSV Validator - Strict and automated line-by-line CSV checking tool based on customizable 57 Claude Code 1 1,293 tok
Eljaja/BibaVPN DPI-resistant SOCKS5/HTTP tunnel over TLS+WebSocket for self-hosted single-VPS setups 57 Codex, OpenCode 1 10,350 tok
getsentry/warden-skills 57 Claude Code, Codex, OpenCode 2 1,475 tok
fserg/1c-llm-requests An extension for 1C and a SKILL for querying data in 1C databases 57 Claude Code 2
starling-browser/starling starlingbrowser.com Managed-first .NET web browser engine, built from primitives 57 Claude Code, Codex, OpenCode 4 6,125 tok
ebibibi/ebi-agent-chat-relay Multi-frontend agent relay: run Claude Code, Codex, local, and AG-UI agents from Discord o 57 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 16 7,573 tok
MetamusicX/zissa-wiki Zissa Wiki — an LLM-maintained research knowledge base in plain markdown, operated via Cla 57 Claude Code 1 4,192 tok
nico2sh/kimun nico2sh.github.io Simple note taking, powerful search, AI ready 57 Claude Code 1 598 tok
lensesio/agentic-engineering-for-apache-kafka lenses.io AI agent skills for building, operating and troubleshooting Apache Kafka applications. Top 57 Claude Code, Codex, OpenCode 1 2,495 tok
comma-compliance/arc-relay commacompliance.ai MCP control plane that's easy to use 57 Codex, GitHub Copilot, OpenCode 2 1,672 tok
SaigonXIII/evc The open-source marketing agent workspace for Claude Code. 42 commands, 12 hooks, 4 indust 57 Codex, OpenCode 1 250 tok
ErisPulse/ErisPulse erisdev.com Event-driven multi-platform bot framework with Dashboard, Docker, hot-reload, and module m 57 Codex, OpenCode 1 2,402 tok
b33eep/claude-code-setup b33eep.github.io Persistent memory system for Claude Code via Markdown. Setup with /init-project, resume wi 57 Claude Code 1 1,886 tok
appautomaton/presentation appautomaton.com A business question goes in. A consulting-grade deck comes out. Four composable skills for 57 Claude Code, Codex, OpenCode 2 1,796 tok
aws-deadline/deadline-cloud aws-deadline.github.io Submit and manage rendering jobs on AWS Deadline Cloud, the AWS managed render farm servic 57 Claude Code, Codex, OpenCode 2 1,692 tok
bcharleson/linkedincli CLI and MCP server for LinkedIn — 43 commands for profiles, posts, messaging, connections, 57 Claude Code, Codex, OpenCode 2 5,859 tok
rrd108/nuxt-users 57 Gemini CLI 1
masuP9/a11y-specialist-skills Accessibility specialist skills plugin for Claude Code. 57 Codex, OpenCode 1 509 tok
processmission/oh-my-qemu processmission.github.io A collection of AI agent skills for QEMU hardware modeling 57 Codex, OpenCode 1 734 tok
bhvbhushan/vibecop AI code quality toolkit — deterministic linter for the AI coding era. 22 detectors, GitHub 57 Claude Code 1 198 tok
cai-layer/cai getcai.app Press ⌥C on anything. Transform with AI, scripts, and shortcuts on any selection. 100% loc 57 Claude Code, Codex, GitHub Copilot, OpenCode 3 6,135 tok
MedGm/Ollie A fast, Linux‑native desktop GUI for Ollama. Built with Tauri 2 (Rust) and React + TypeScr 57 Claude Code 1 1,602 tok
rapidly-labs/rapidly-sdk rapidly.io Realtime audio separation running fully on-device across iOS, macOS, Android, Linux and Wi 57 Codex, OpenCode 1 1,876 tok
searlsco/turbocommit Save state for Claude Code. Use git commits to preserve your prompts and protect your prog 57 Claude Code 1