How real projects configure their agents

31,998 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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715

All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80

Project Stars Configures Files Always loaded
ddx-510/Morpho A morphogenetic multi-agent framework where AI agents self-organize like biological cells. 5 Claude Code 1 1,044 tok
getdeeptracer/deeptracer-js deeptracer.dev AI agent for log monitoring 5 Claude Code 1 1,128 tok
statico/quickrag 🔍🤖 A fast and flexible RAG tool for indexing and querying documents 5 Claude Code, Codex, OpenCode 2 636 tok
latestaiagents/agent-skills latestaiagents.com Marketplace for AI agent skills and plugins - development, productivity, operations, marke 5 Claude Code 1 1,772 tok
embeddedos-org/eAI AI Layer (AIL-> eBot) can be integrated into EoS 5 Claude Code, Codex, OpenCode 2 2,239 tok
zookanalytics/gc-toolkit A Gas City pack with custom agents, formulas, and planning workflows, extending gastown 5 Claude Code 1
dryvist/ai-workflows Reusable AI agent workflows that run 24/7 — issue triage, code cleanup, multi-repo orchest 5 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,952 tok
joshuamartyn/next-payload-ai-fluent-starter virtualnative.com AI-fluent full-stack starter with Next.js, Payload CMS, and TypeScript. Built for develope 5 Claude Code, Codex, OpenCode 2 2,729 tok
sikkrasmus/company-index-framework An open framework for an LLM-maintained knowledge base for GTM and RevOps teams. Schema, r 5 Claude Code 1 1,902 tok
sattyamjjain/proofloop Universal quality evaluation plugin for Claude Code — 7-dimension scoring (correctness, co 5 Claude Code 1 4,440 tok
inbharatai/agent-arcade-gateway Agent cockpit for observing, debugging, and controlling AI agent runs across frameworks, w 5 Claude Code 1 409 tok
nitinmms/LitosAiCodingAgent Litos is a real AI coding agent written entirely in C#/.NET, no black box. 5 Claude Code 1 264 tok
shaahink/conductor payesh.vercel.app An orchestrator that runs coding agents unattended — and never believes them. Event-source 5 Claude Code, Codex, OpenCode 3 7,172 tok
mark-weeks/hello-nested-worlds-adventure enfolded.world Enfolded: Nested World Adventure — a shared persistent multiverse where humans and AI agen 5 Claude Code, Codex, OpenCode 7 3,502 tok
stroland02/Sync Self-maintaining API integrations — watches the third-party APIs your code calls and opens 5 Claude Code, Codex, OpenCode 22 8,533 tok
snapsynapse/guidecheck guidecheck.org AI setup guides can hide instructions a model reads but a human never sees. GuideCheck is 5 Claude Code 1 2,332 tok
dsnger/dev-workflow-kit Claude Code plugin: spec-driven agentic coding with cross-model review gates (Claude build 5 Claude Code, Codex, OpenCode 3 22,892 tok
QJ-Chen/agentlen qj-chen.github.io Local-first Claude Code and Codex session log viewer with search, replay, and usage analyt 5 Claude Code 1 2,030 tok
aleksandr-voitenko/agentic-lore-coding Agentic Lore Coding is a Git-native structured agent workflow (and protocol) for AI-assist 5 Claude Code, Codex, OpenCode 2 1,295 tok
pbrudny/my-family-bot medium.com Family Tree AI Assistant — GEDCOM → Neo4j → Multi-Agent AI → Web + WhatsApp 5 Claude Code, Codex, OpenCode 2 2,180 tok
LamantinAI/mayak A FastAPI backend template for services that are built and maintained by coding agents 5 Claude Code, Codex, OpenCode 4 2,118 tok
emullernl/abundio emullernl.github.io Abundio is a GPU-accelerated, project-centric terminal workspace for AI-assisted developme 5 Claude Code 1 6,209 tok
incidentfox/box Box — self-hosted Claude Code in your pocket. Run real Claude Code & Codex sessions on you 5 Claude Code, Codex, OpenCode 2 1,869 tok
2389-research/ceo-personal-os 2389-research.github.io Personal operating system for executives - reflection frameworks, goal systems, coaching-s 5 Claude Code 1 1,642 tok
accd/verchestra accd.github.io Verified, portable AI software-delivery harness with policy gates, read-only data probes, 5 Claude Code, Codex, Gemini CLI, OpenCode 3 1,151 tok
Ralph-Workflow/Ralph-Workflow ralphworkflow.com Autopilot for AI Coding Agents, supports OpenCode, Claude Code, pi.dev, Cursor, and many m 5 Claude Code, Codex, OpenCode 32 4,521 tok
cliffano/tech-team-agents Famous Tech Teams as AI Agent Personas - Actually useful - Definitely opinionated 5 Claude Code 1 8,226 tok
shashikirandevadiga/apply-pilot AI-powered job application automation system that transforms job descriptions into tailore 5 Claude Code 11 1,771 tok
feldera/feldera-demos feldera.com Demos showing how to build with Feldera 5 Claude Code 11 822 tok
Amal-David/mlx-porting-skill mlx-porter.pages.dev MLX Porting Toolkit — an agent-guided, evidence-gated pipeline (scaffold → convert → parit 5 Claude Code, Codex, OpenCode 2 1,258 tok
Megaprompting/torque-loop A Claude Code plugin that turns ambiguous work into shipped, tested, serialized artifacts 5 Claude Code 4 3,341 tok
OneHillAI/ASDD onehillai.github.io Agentic Spec-Driven Development: a contribution pipeline for software built with AI agents 5 Claude Code, Codex, OpenCode 5 1,036 tok
djbelieny/nova mynova.space An AI team that asks before it acts — 24 specialist agents, task decomposition, and human 5 Claude Code 70 4,199 tok
shyamsridhar123/sharkbait AI-powered coding assistant for the command line. Uses OpenAI Responses API (not Chat). A 5 Claude Code, Codex, GitHub Copilot, OpenCode 4 3,228 tok
error505/Flockion_AI_Engineering flockion.com Build less. Delete more. Keep the code boring. 5 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,446 tok
Chasen-Liao/FinTrack An AI-based stock news analysis system that correlates news with stock price trends to sup 5 Claude Code, Codex, OpenCode 2 1,230 tok
felipefernandes/iara pypi.org 🧜‍♀️Iara is an automated, project-agnostic, and configurable code review tool designed to 5 Claude Code, Codex, OpenCode 5 286 tok
benwu95/prospec benwu95.github.io Progressive Spec-Driven Development (SDD) toolkit for AI coding agents — Claude Code, Copi 5 Claude Code, Codex, OpenCode 2 3,803 tok
gitpcl/openorchestrator open-orchestrator.com Git worktree + AI agent orchestration for parallel development workflows 5 Claude Code 6
brandonkindred/Khala-Agentic-AI-Teams Many Agents, one objective... yours 5 Claude Code 1 3,338 tok
mbanderas/maestro marklaursen.com Achieve Frontier AI performance in your CLI — fuse the local model CLIs you already run. F 5 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 5 5,441 tok
nicepkg/agent-world Everything-as-Plugin framework for AI multi-agent simulation. Change the config, run a com 5 Claude Code 22 3,291 tok
bharat3645/The-Ideal-Harness Agent harness / control-plane around a stateless LLM: deterministic policy floor on PreToo 5 Claude Code, Codex, OpenCode 10 5,796 tok
mmletgo/cc-partner Local-first multi-device AI project workspace: unified management of projects, worktrees, 5 Claude Code, Codex, OpenCode 2 11,827 tok
NOMARJ/sigil sigilsec.ai Automated security auditing CLI for AI agent code — quarantine-first workflow for repos, p 5 Claude Code 1 957 tok
orkiaHQ/orkia orkia.dev An agentic shell that runs AI coding agents (Claude Code, Codex, Gemini) as governed, audi 5 Claude Code, Codex 2 1,865 tok
Naoray/scribe usescribe.dev Local skill manager for AI coding agents. One SKILL.md, projected across Claude Code, Curs 5 Claude Code, Codex, OpenCode 2 2,229 tok
chaliy/trickery Magic tool to generate things 5 Claude Code, Codex, OpenCode 3 1,411 tok
fluxon-lang/fluxon fluxon-lang.com A programming language designed for ai agents — minimal tokens, canonical syntax, batterie 5 Claude Code 1 2,056 tok
skokaina/ark-n8n-custom-nodes Custom n8n nodes for ARK agentic runtime 5 Claude Code 1 3,784 tok