How real projects configure their agents

23,196 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
systempromptio/systemprompt-core systemprompt.io AI governance infrastructure for agentic systems. Rust library behind systemprompt.io — MC 8 Claude Code, Codex, OpenCode 2 5,747 tok
lililib/ai-session-search Local-first full-text search and reusable context library for AI coding sessions across Cl 8 Codex, OpenCode 1 113 tok
jmpijll/fortimanager-code-mode-mcp MCP server for FortiManager using the Code Mode pattern — 2 tools (search + execute) with 8 Codex, OpenCode 1 1,698 tok
anirbanbasu/pymcp pypi.org A template repository for developing MCP servers in Python 8 Claude Code, Codex, OpenCode 2 1,470 tok
ftaricano/mcp-onedrive-sharepoint MCP server and CLI for OneDrive and SharePoint via Microsoft Graph 8 Claude Code, Codex, OpenCode 2 1,482 tok
Lexus2016/turbo_quant_memory Local-first MCP memory server for AI coding agents with compact retrieval and project/glob 8 Claude Code, Codex, OpenCode 2 1,656 tok
olgasafonova/nordic-registry-mcp-server MCP server for Nordic company registries (Norway, Denmark, Finland, Sweden) 8 Claude Code, Codex, Cursor, OpenCode 5 2,262 tok
replenhq/replen replen.dev Smarter AI Development Workflows 8 Claude Code, Codex, Gemini CLI, OpenCode 3 8,308 tok
EtanHey/brainlayer brainlayer.etanheyman.com Persistent memory MCP for AI agents — SQLite, knowledge graph, 13-tool Python MCP + 17-too 8 Claude Code, Codex, OpenCode 2 8,463 tok
dwnmf/codex_remote Remote control of Codex CLI from a browser: live output, approvals, and self-hosting (Clou 8 Codex, OpenCode 1 63 tok
volantlabs/vellis volantlabs.ai Vellis — open-source context graph engine for AI agents: typed, local-first memory with ex 8 Codex, OpenCode 8 4,953 tok
beyondeye/aitasks aitasks.io an agentic IDE in your terminal, markdown tasks with YAML frontmatter, git-native, zero in 8 Claude Code, Codex, OpenCode 83 7,617 tok
noahain/Monoloth noahain.xyz Agent-agnostic desktop shell for CLI coding tools 8 Codex, OpenCode 1 3,397 tok
kasssandr/archilles RAG for researchers: page-level citations from your personal library, LLM access via MCP. 8 Claude Code, Codex, OpenCode 2 3,480 tok
yideng-xl/gemini-cli-hud Real-time bottom-sticky HUD for Gemini CLI — model, context usage, tool calls, and more 8 Claude Code, Codex, Gemini CLI, OpenCode 3 421 tok
urbanmorph/mdshare Share and collaborate on local markdown files via shareable links 8 Claude Code, Codex, OpenCode 2 1,193 tok
kiali/openshift-servicemesh-plugin Webpack Plugin to integrate Kiali into OpenShift Console 8 Claude Code, Codex, OpenCode 2 7,413 tok
DorianSchlede/nexus-template 8 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 12 377 tok
oculus-samples/Unreal-MetaXRAudioSDK This project contains Unreal samples for Meta's Presence Platform Audio SDK. The Oculus SD 8 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 1,055 tok
signnow/sn-mcp-server signnow.com Official SignNow MCP server for AI agents. Access e-signature workflows, templates, embedd 8 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,462 tok
click6067-ship-it/fitllm-engine fitllm.run Will this LLM fit your GPU or Mac? npx fitllm — accurate memory math for MLA/sliding-windo 8 Codex, OpenCode 1 749 tok
naimax/agent-harness-reference A minimal working example of a two-level agent harness: rules/subagents, control plane (WI 8 Claude Code, Codex, Cursor, OpenCode 4 284 tok
natiixnt/redcon a tool that reduces token usage and request waste in coding-agent workflows by selecting, 8 Codex, OpenCode 1 157 tok
Escoto/RustifyMyClaw Run Claude Code, Codex, and Gemini CLI from Telegram, WhatsApp, or Slack - single Rust bin 8 Claude Code, Codex, OpenCode 5 2,963 tok
ugudlado/shell shell setup for new dev system 8 Claude Code, Codex, OpenCode 3 71 tok
ozgurkarahan/ai-agent-memory Persistent memory for AI coding agents — Karpathy LLM Wiki pattern for GitHub Copilot, Cla 8 Claude Code, Codex, GitHub Copilot, OpenCode 21 11,413 tok
BarryYangi/vibetime vibetime.barry.ee Local-first time tracking for your coding agent. 8 Claude Code, Codex 3
phunterlau/fsi FSI-style foreign language pattern drills inside your coding agent. Substitution, transfor 8 Codex, OpenCode 1 458 tok
codewithdark-git/OmniDev Your Multi-Model AI Development Assistant - Free, Intelligent, Autonomous 8 Codex, OpenCode 1 2,041 tok
Ozzeron/prompt-pack Curated AI coding skills focused on reducing AI-generated technical debt — reuse before cr 8 Claude Code, Codex, OpenCode 2 1,244 tok
hack-dance/hack Opinionated local-dev orchestration for running multiple projects at the same time without 8 Claude Code, Codex, OpenCode 5 1,057 tok
KeeghanM/humn A minimal, human-centric reactive UI library with built in state management. 8 Codex, OpenCode 1 1,290 tok
rayvise/rayvise-cli raypaste.com Open source ultra-fast AI text completions right in your terminal. 8 Claude Code, Codex, OpenCode 2 2,989 tok
PedroMosquera/squadai One config. Every AI agent. Zero drift. Idempotent setup for OpenCode, Claude Code, Cursor 8 Claude Code, Codex, GitHub Copilot, OpenCode 25 2,103 tok
oculus-samples/Unity-CompositorLayers The Compositor Layers demo for Unity shows how to ingest our Compositor Layers API, and co 8 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 976 tok
Infopibe/everything-claude-code 8 Claude Code, Codex, OpenCode 50 2,001 tok
forthends/clockwork Clockwork (机关术) — The Governance Layer for AI Agents. 8 Codex, GitHub Copilot, OpenCode 2 1,680 tok
zotoio/CRUX-Compress compress.md Compress verbose LLM rules while retaining self-contained meaning and intent. 8 Claude Code, Codex, Cursor, OpenCode 29 1,807 tok
michele-prandina/ClaudE2E A reusable multi-agent AI development boilerplate with 6 specialized agents, an Obsidian v 8 Claude Code, Codex, OpenCode 6 4,210 tok
OmicoDev/skills 8 Claude Code, Codex, OpenCode 2 138 tok
ychampion/edgebase Git-native, provenance-backed context capsules for coding agents. 8 Codex, OpenCode 1 265 tok
elizaOS/prr sits on your PR and won't get up until it's ready 8 Codex, OpenCode 1 8,061 tok
he-yufeng/RuleForge Auto-generate AI assistant rules (CLAUDE.md, .cursorrules, copilot-instructions) from code 8 Codex, OpenCode 1 251 tok
peva3/anchor Anchor — the production-grade AGENTS.md template for AI coding agents. 51 sections of batt 8 Claude Code, Codex, GitHub Copilot, OpenCode 3 12,890 tok
wuxingxi888/ai-coding-guidelines The ultimate AI coding standards scaffold: a Markdown ruleset that automatically compiles 8 Claude Code, Codex 13
shir-bruchim/agent-runtime-kit 🤖 Universal runtime configuration for AI coding agents (Claude Code & Cursor). Auto-detec 8 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 2,432 tok
wangdongzuopin/sentinel-skill Sentry, guarding code security. Code auditing, penetration testing, and CTF. 8 Codex, OpenCode 1 342 tok
ArcadeAI/safeword arcadeai.github.io Personal AI agent guides, templates, and learnings 8 Claude Code, Codex, OpenCode 9 3,434 tok
the-metafactory/soma 8 Claude Code, Codex, OpenCode 1 783 tok
infiquetra/infiquetra-claude-plugins Claude Code plugins for Infiquetra development workflows 8 Claude Code, Codex, OpenCode 2 2,985 tok