How real projects configure their agents

23,733 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
WalshyDev/orb orb-tools.com Modern HTTP tooling built in Rust 12 Claude Code, Codex, OpenCode 2 1,813 tok
WajoAI/OJ Murder the slop, not the codebase. 12 Codex, OpenCode 1 679 tok
bacpop/sparrowhawk sparrowhawk.bacpop.org In-browser tools for bacterial genome analysis 🦅 12 Codex, OpenCode 1 4,081 tok
gustavo-ferreira03/resume-ci Simple resume generator built for developers. Content in YAML, layout in Typst. 12 Claude Code, Codex, OpenCode 2 1,438 tok
0xf06/solto Free, self-hosted and open source alternative to Linear Agents that turns tickets into PRs 12 Claude Code, Codex, OpenCode 2 907 tok
xD4O/memento An Agentic Multimodal AI Journal with Persistent Memory and Retrieval-Grounded Interaction 12 Codex, OpenCode 1 1,453 tok
kaptinlin/go-i18n Go i18n library with ICU MessageFormat support, file-based or in-code translation loading, 12 Claude Code, Codex, OpenCode 2 2,226 tok
aws-samples/sample-sagemaker-agentic-analyst A demo application that demonstrates how fine-grained access controls configured in SageMa 12 Codex, OpenCode 1 4,152 tok
ArdaTX/Cybersec-Reporting-Engine Enterprise-Grade Cybersecurity Reporting Platform — Automated report generation for pentes 12 Claude Code, Codex, OpenCode 12 1,086 tok
little-scale/alynxdj Atari Lynx Music Tracker 12 Claude Code, Codex, OpenCode 2 8,586 tok
psycoder-sup/tian 12 Claude Code, Codex, OpenCode 8 4,250 tok
J0hnG4lt/metabase-flightsql-driver Arrow Flight SQL driver for Metabase 12 Claude Code, Codex, OpenCode 13 1,002 tok
Darkzarich/Smiler Smiler is my own MEVN (MongoDB, Express, Vue.js, Node.js) site similar to reddit.com or 9g 12 Codex, OpenCode 1 5,890 tok
joinarun/accesspilot Agentic accessibility auditing and repair for web applications 12 Codex, OpenCode 1 787 tok
lexlapax/allbert-assist Allbert Assist is a local-first assistant runtime for long-running personal work built in 12 Claude Code, Codex, OpenCode 6 3,355 tok
YetheSamartaka-Foxy/Foxy Foxy 12 Claude Code, Codex, OpenCode 4 5,147 tok
keithligh/cinematic-3d-battle-engine A self-playing 3D battle-documentary engine: render any historical or fictional battle on 12 Codex, OpenCode 1 3,394 tok
NextWeb4/NextWeb4.github.io nextweb4.github.io Validated public runtime for the NextWeb4 root GitHub Pages site. 12 Codex, OpenCode 1 1,513 tok
jin38324/oci-documentation-mcp-server Model Context Protocol (MCP) server for OCI Documentation 12 Codex, OpenCode 1 1,526 tok
tha23rd/recaf-mcp MCP server plugin for Recaf — enabling AI agents to perform Java reverse engineering 12 Claude Code, Codex, OpenCode 2 1,137 tok
nik-kale/sre-skills A collection of Site Reliability Engineering (SRE) and Platform Engineering skills for AI 12 Codex, OpenCode 1 208 tok
kensou24/evernote-mcp 12 Claude Code, Codex, OpenCode 2 1,743 tok
HaseebKhalid1507/VelociRAG pypi.org Lightning-fast RAG for AI agents. ONNX-powered, 4-layer fusion, MCP server. No PyTorch. 12 Codex, OpenCode 1 2,908 tok
lukagray-dev/Operon Autonomous agent platform with a Rust-native harness, permission-scoped remote access, and 12 Codex, OpenCode 1 537 tok
outreachmagic/outreachmagic outreachmagic.io Open source GTM intelligence for AI agents 12 Codex, OpenCode 1 1,083 tok
heurist-network/heurist-finance finance.heurist.ai Agent-native financial workbench with any coding agent 12 Claude Code, Codex, OpenCode 28 3,240 tok
sandeep84397/agent-brain Persistent decision memory for AI coding agents. MCP server for Claude Code, Cursor, Cline 12 Codex, OpenCode 1 434 tok
sfrangulov/skill-graveyard sfrangulov.github.io Audit which Claude Code skills you actually use — surface dead installs and hallucinated i 12 Claude Code, Codex, OpenCode 5 4,020 tok
Mapika/nice-figures Soft-pastel, research-blog-style matplotlib figures as an installable Claude Code plugin. 12 Codex, OpenCode 1 837 tok
ArabAgentSkills/Skills arabskills.info Public source-backed Arab-world agent skills: APIs, marketing, sales, support, localizatio 12 Codex, OpenCode 1 192 tok
dynobox/dynobox dynobox.xyz Cross-harness testing framework for agent skills and workflows 12 Claude Code, Codex, OpenCode 2 333 tok
tincopper/neeko A cross-platform desktop multi-project agent manager for the AI coding era, with integrate 12 Claude Code, Codex, OpenCode 36 5,239 tok
microsoft/copilot-brag-sheet Auto-track every Copilot CLI coding session into a structured work impact log. Zero deps, 12 Claude Code, Codex, OpenCode 1 10,000 tok
vagkaratzas/token-saviour Agent skill that routes each coding task to the most token-efficient tool per layer: seren 12 Codex, OpenCode 1 575 tok
rollingSirius/TradeGit Trading Journal Skill: record trades and the reasons behind them in one sentence in Claude 12 Codex, OpenCode 1 1,334 tok
YunyueLi/greenroom greenroom.ungetsu.net Seven agent skills for interview preparation, a 27-role knowledge base, and an open Markdo 12 Claude Code, Codex, OpenCode 2 1,146 tok
adityasasidhar/browsercontrol adityasasidhar.github.io a vision first broswer tool 12 Claude Code, Codex, OpenCode 2 2,204 tok
sterlingcrispin/stillpoint Stillpoint is an open source MCP server that delivers short, welfare oriented messages to 12 Codex, OpenCode 1 1,953 tok
axiomantic/spellbook axiomantic.github.io Multi-platform AI assistant skills and workflows. Serious engineering. Also fun. 12 Claude Code, Codex, Gemini CLI, OpenCode 5 7,668 tok
JosephOIbrahim/Synapse Your AI assistant inside Houdini 22. Describe a task, inspect the nodes it builds, and kee 12 Claude Code, Codex, OpenCode 52 12,582 tok
jscott3201/aionforge-memory A Rust-native agentic memory substrate built on the selene-db graph engine: a bi-temporal 12 Codex, OpenCode 1 1,616 tok
fengseekling-coder/mosa mosa.azhuilab.com GravityPort (formerly MOSA): local-first visual memory for AI creation — images, prompts, 12 Codex, OpenCode 1 416 tok
lsegal/aviary aviary.bot Aviary is a full AI assistant platform. Connect your AI models to Slack, Signal, Discord, 12 Claude Code, Codex, Gemini CLI, OpenCode 4 383 tok
up2itnow0822/agent-wallet-sdk npmjs.com Non-custodial crypto wallets for AI agents with on-chain spending limits. ERC-6551, x402 c 12 Codex, OpenCode 1 613 tok
surveycto/surveycto-agent-skill Agent skill for SurveyCTO form design and more 12 Codex, OpenCode 1 3,355 tok
jkeskikangas/skills Portable, rubric‑graded authoring + review workflows for AI agent skills 12 Claude Code, Codex, OpenCode 2 1,641 tok
TaoELi/FermiLink fermilink.org FermiLink: AI Agent Framework for Multidomain Autonomous Scientific Simulations and Optimi 12 Codex, OpenCode 1 315 tok
InjayTseng/graph-engineering-on-research davidyctseng.substack.com Copy-paste prompts that turn your AI agents from a waiting line into a graph: a 5-minute d 12 Codex, OpenCode 1 1,308 tok
Marco-Joshua/ai-presentation-kit AI presentation creation kit — provide the materials and get slides, a PDF, and a narrated 12 Codex, OpenCode 4 2,573 tok
circuitboardmedics/CarolinaCodeConferenceBadge2026 12 Codex, OpenCode 1 1,426 tok