How real projects configure their agents

31,977 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
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
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
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
JBZoo/CSV-Blueprint CSV Validator - Strict and automated line-by-line CSV checking tool based on customizable 57 Claude Code 1 1,293 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
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
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
searlsco/turbocommit Save state for Claude Code. Use git commits to preserve your prompts and protect your prog 57 Claude Code 1
builderz-labs/builderz-solana-dapp-scaffold solana-dapp-scaffold.builderz.dev Builderz Solana dApp Scaffold (Nextjs14, App Dir, Typescript, TailwindCSS, MaterialUI, web 57 Claude Code 1 5,043 tok
flankerhqd/cyvisguard Security control plane for AI agents — identity and delegation, capability policy, data-fl 57 Claude Code, Codex, OpenCode 2 2,198 tok
5dive-ai/5dive 5dive.ai Run a company of AI agents on a server you own. Spin up named agents (claude, codex, pi…), 57 Claude Code 1 3,229 tok
timholy/claude_config Configuration files for claude code 57 Claude Code 1 1,941 tok
xinggaoya/sing-box-windows-android 🚀 Modern Android VPN client based on the sing-box core | Modern Android VPN client based 57 Claude Code, Codex, OpenCode 2 1,889 tok
SuperrAI/ADBWrench adbwrench.com 57 Claude Code 1 947 tok
damon-liu/Dji-cloud-api-tool A lightweight debugging tool for DJI Cloud API, supporting multiple Broker configurations, 57 Claude Code, Codex, OpenCode 12 3,688 tok
Sarv/SarvTerminal sarv.com Fast, open-source macOS terminal + SSH connection manager — saved-host vault, SFTP/SCP, SS 57 Claude Code, Codex, OpenCode 3 839 tok
dallay/agentsync dallay.github.io A fast, portable CLI tool for synchronizing AI agent configurations across multiple AI cod 57 Claude Code, Codex, OpenCode 14 6 tok
JJenglert1/gtm-engineer-starter-kit 57 Claude Code 1 655 tok
studyzy/tapd-ai-cli A command-line tool for Tencent TAPD designed for AI. 57 Claude Code, Codex, OpenCode 11 1,859 tok
vuki656/review.nvim Review git diffs inside Neovim, comment on specific lines, and export the comments as mark 57 Claude Code 1 3,474 tok
caid-technologies/OpenCAD modular, service-oriented CAD 57 Claude Code 1
evgenyvinnik/llm-driven-system-design Collection of the system designs driven by LLMs 57 Claude Code, Codex, OpenCode 2 15,408 tok
hqhq1025/clipaste Screenshot clipboard paste fix for Claude Code, Codex & Cursor — works on macOS, SSH remot 57 Claude Code, Codex, OpenCode 2 3,935 tok
prisma/skills 57 Claude Code, Codex, OpenCode 2 1,231 tok
MarlBurroW/hivekeep hivekeep.app Hivekeep is a self-hosted platform of autonomous, persistent personal AI agents. Your AI t 57 Claude Code 1 4,507 tok
TopiCsarno/yapcap Native COSMIC panel applet showing local usage limits for Codex, Claude Code, and Cursor. 57 Claude Code, Codex, OpenCode 2 442 tok
krispuckett/SiriCardKit 57 Claude Code, Codex, OpenCode 3 1,998 tok
jesstalisman-ia/intentional-arrangement-skos jesstalisman-ia.github.io Build, validate, visualize, and publish SKOS taxonomies in your browser — standards-first, 57 Claude Code 1
mryll/claudebar Claude Code usage limits for Waybar and the Omarchy shell. Session, weekly, per-model, and 57 Claude Code 1 684 tok