How real projects configure their agents

24,692 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944

All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113

Project Stars Configures Files Always loaded
text2future/flowix Notes for you, Memory for your agents. / Built-in Deepseek harness Agent / Suitable for of 494 Claude Code, Codex, OpenCode 2 7,598 tok
mapequation/infomap mapequation.org Multi-level network clustering based on the Map Equation 493 Codex, OpenCode 1 3,424 tok
aiblueprinthq/ai-blueprint ai-blueprint.dev A file-backed, spec-driven AI coding workflow framework for building real software while s 493 Claude Code, Codex, OpenCode 23 1,184 tok
floodtide/dom-docx dom-docx.com Convert semantic HTML fragments to native, editable Word documents (OOXML) 492 Codex, OpenCode 1 4,041 tok
claude-world/notebooklm-skill youtu.be NotebookLM does the research, Claude writes the content. Research → Synthesis → Content Cr 492 Codex, GitHub Copilot, OpenCode 2 990 tok
ArisGuimera/MobiAI-Core 492 Claude Code, Codex, Gemini CLI, OpenCode 3 199 tok
IvanWng97/pixtuoid pixtuoid.dev Terminal pixel-art office for AI coding agents 491 Claude Code, Codex, GitHub Copilot, OpenCode 7 4,804 tok
AEON-7/Qwen3.6-27B-AEON-Ultimate-Uncensored-DFlash huggingface.co Fully uncensored, capability-enhanced abliteration of Qwen3.6-27B. NVFP4 + z-lab DFlash sp 491 Codex, OpenCode 1 13,583 tok
microsoft/conductor A CLI tool for defining and running multi-agent workflows with the GitHub Copilot SDK and 491 Claude Code, Codex, OpenCode 2 1,634 tok
exon-research/genomi genomiagent.com Local-first, open-source Claude Science alternative, before Claude Science is a thing. Tur 490 Claude Code, Codex, OpenCode 2 5,828 tok
secondsky/sap-skills sap-ai-skills.com Production-ready plugins for SAP development with AI coding assistants — BTP, CAP, Fiori, 490 Claude Code, Codex, OpenCode 2 2,798 tok
hyperledger-iroha/iroha docs.iroha.tech Iroha: A cutting-edge, enterprise-grade decentralized ledger 490 Codex, Gemini CLI, OpenCode 2 4,455 tok
SuperJJ007/CSSwitch Connect your own API to Claude Science with one click: DeepSeek / Qwen / Zhipu GLM / Kimi 489 Claude Code, Codex, OpenCode 5 734 tok
leancoderkavy/premiere-pro-mcp premiere-pro-mcp.com Adobe Premiere Pro MCP — independent, local-first server for supported workflows. Connect 489 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode, Windsurf 9 4,050 tok
ag-grid/ag-charts charts.ag-grid.com AG Charts is a fully-featured and highly customizable JavaScript charting library. The pro 489 Claude Code, Codex, OpenCode 9 1,957 tok
PallasBot/Pallas-Bot pallasbot.github.io Arknights Pallas Bot 488 Codex, OpenCode 1 5,664 tok
angelnicolasc/graymatter graymatter.nickcerutti.workers.dev 30 sec to give your AI agents persistent memory. Reduce 90% token consumption while also m 488 Claude Code, Codex, OpenCode 2 2,408 tok
OpenDrone-hw/OpenRX opendrone.be OpenRX open-source ExpressLRS receiver family hub; board sources live in four dedicated ha 488 Codex, OpenCode 1 1,126 tok
dnknth/ldap-ui Minimalistic web frontend for OpenLDAP 488 Codex, OpenCode 1 2,240 tok
r3bl-org/r3bl-open-core r3bl.com Fully async Rust TUI engine 🦀. For powering AI/LLM coding agents, Cloud/SSH workflows & i 486 Claude Code, Codex, OpenCode 26 9,787 tok
lllllllama/RigorPilot-Skills README-first research reproduction skills with bounded execution, auditable evidence, and 486 Codex, OpenCode 1 831 tok
intoolswetrust/jsignpdf jsignpdf.eu Cross-platform PDF digital signing tool. JavaFX desktop UI with drag-to-place visible sign 486 Codex, OpenCode 1 3,573 tok
taovc/pr-cockpit Local AI PR workbench — Claude/Codex review in isolated git worktrees, human-gated GitHub 485 Claude Code, Codex, OpenCode 1 7,395 tok
Merit-Systems/OpenInstinct openinstinct.sh iMessage personal assistant + password vault 484 Claude Code, Codex, OpenCode 2 1,532 tok
sunchaokun/PPT-Design-Skill sunchaokun.github.io Precision PPT design skill for OpenCode/Claude Code/Codex, with 40,000+ styles, pixel-perf 483 Claude Code, Codex, OpenCode 2 581 tok
vercel-labs/personal-agent-template personal-agent-template.vercel.app Open-source template for a durable personal AI agent — web chat, Slack, Linear, and long-t 483 Claude Code, Codex, OpenCode 2 721 tok
juyterman1000/entroly juyterman1000.github.io Cut AI context cost without trusting the compressor. Every reduction is reversible, byte-e 483 Claude Code, Codex, Gemini CLI, OpenCode 6 4,667 tok
cristicretu/diri diri.sh The best way to work with coding agents. Run fifty in parallel, let them spawn each other, 483 Claude Code, Codex, OpenCode 2 2,256 tok
lithos-ai/motus lithosai.com The open-source agent-serving project 482 Codex, OpenCode 1 4,136 tok
denysdovhan/dotfiles My lovely dots ~/.💖 482 Codex, OpenCode 1 659 tok
Azure-Samples/azure-ai-travel-agents azure-samples.github.io A robust enterprise application sample (deployed on ACA) that leverages MCP and multiple A 482 Codex, GitHub Copilot, OpenCode 2 7,629 tok
TokenRollAI/llmdoc TokenRoll LLMDoc for Coding Agent 482 Claude Code, Codex, OpenCode 7 309 tok
QingquanYao/xilinx-skill Xilinx/AMD FPGA & MPSoC Vivado design skill for Claude — covers block design, IP config, X 482 Codex, OpenCode 1 656 tok
taylorsatula/mira-OSS miraos.org This is the public release of MIRA OS. Discrete memories decay through momentum loss, tool 481 Codex, OpenCode 1 5,586 tok
anomalyco/browser-control Local browser driver for trusted agents: control your existing Chromium browser through a 480 Codex, OpenCode 3 2,031 tok
rz1989s/claude-code-statusline Transform your Claude Code terminal with atomic precision statusline. Features flexible la 479 Claude Code, Codex, OpenCode 2 14,878 tok
antflydb/antfly antfly.io 479 Claude Code, Codex, OpenCode 2 1,332 tok
talkcody/talkcody talkcody.com TalkCody - Code is cheap, show me your talk. 🚀 Free Open Source AI Coding Agent. 478 Codex, OpenCode 1 1,908 tok
geekjourneyx/hyperframes-motion-director Agent Skill for Chinese-first HyperFrames motion-video production from articles, products, 478 Codex, OpenCode 1 950 tok
appautomaton/latex-arxiv-SKILL appautomaton.com A highly customizable agentic harness for arXiv-ready ML/AI review papers (and beyond). It 478 Codex, OpenCode 5 472 tok
openaccountants/openaccountants openaccountants.com Open tax skills for AI: 2,250 skills across 266 jurisdictions, every figure cited to the l 476 Claude Code, Codex, OpenCode 2 1,623 tok
PrismorSec/prismor prismor.dev Self-hosted runtime control plane for AI agents. Observe or HITL approve or Block rogue t 476 Claude Code, Codex, OpenCode 12 5,259 tok
tidewave-ai/tidewave_rails tidewave.ai MCP server with runtime-level tools for Rails development 475 Codex, OpenCode 1 73 tok
Consensys/doc.linea docs.linea.build Linea documentation 474 Claude Code, Codex, OpenCode 4 879 tok
marcoturi/fastify-boilerplate Fastify 5 application boilerplate based on clean architecture, domain-driven design, CQRS, 474 Claude Code, Codex, OpenCode 2 1,584 tok
oracle/mcp Repository containing MCP (Model Context Protocol) servers that provides a suite of tools 474 Claude Code, Codex, OpenCode 3 3,529 tok
cdump/evmole evmole.xyz EVMole is an open-source library that analyzes deployed EVM bytecode to infer function sel 473 Codex, OpenCode 1 607 tok
agent-sh/agnix The missing linter and lsp for AI coding assistants. Validate CLAUDE.md, AGENTS.md, SKILL. 471 Codex, OpenCode 1 2,075 tok
professorpalmer/Puppetmaster Provider-neutral control plane for durable-state agent swarms: subprocess workers, leases, 471 Claude Code, Codex, Cursor, OpenCode 2 4,706 tok
jiabaobei/memory-bridge MemoryBridge — a cross-device, cross-platform shared memory layer for AI | Cross-device an 471 Codex, OpenCode 1 421 tok