How real projects configure their agents

43,730 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 agents7,670Claude Code6,650Data and AI3,673Backend and APIs3,507Languages3,392Planning3,227Git and workflow3,211Code review2,744Testing2,385Memory and context2,367Writing and docs2,330DevOps and cloud2,314Research2,288Frontend2,261Security2,032Productivity1,722

All Claude Code31,994 Codex23,359 OpenCode22,302 GitHub Copilot3,560 Gemini CLI1,917 Cursor1,740 Windsurf142 Kiro82

Project Stars Configures Files Always loaded
JamieSetch/Dream-MCP Automated Persistent Memory for Claude Code 2 Claude Code 1 356 tok
kfirgibli-crypto/qgc-osd-editor 2 Claude Code 1 2,977 tok
jneil17/nyc_app Live event registration app showcasing Databricks (Lakebase, Unity Catalog, AI/BI, Foundat 2 Claude Code 1 11,218 tok
lucas-antunes/growth-ops-blueprint Sistema operacional de marketing construído com Claude Code. 2 Claude Code 1 366 tok
tswicegood/claude-skills 2 Claude Code 1 677 tok
widemic/ldr-humanoid-arm-system 2 Claude Code 1 6,803 tok
agentculture/arxivist Agent + CLI that fetches arXiv papers, maintains a knowledge base, implements paper soluti 2 Claude Code 13 2,377 tok
sqlhammer/Hammer-Forge-Studio Where our cross functional video game design, development, and management team is defined 2 Claude Code 1 4,156 tok
uddin-rajaul/brain-os-template LLM-managed memory vault template. Persistent knowledge base for AI coding assistants (Cla 2 Claude Code, Codex, OpenCode 2 531 tok
satsilem/ai-workflow-framework A structured system for turning AI sessions into reusable operational context. Designed a 2 Claude Code 7 358 tok
WebifyGO/technical-writing-for-devs A single CLAUDE.md file that fixes how LLMs write for developer audiences. 2 Claude Code 1 727 tok
techops-services/vibecode-template 2 Claude Code 13 2,029 tok
iamrealfaizan/knacktor knacktor.vercel.app 2 Claude Code, Codex 19 5,206 tok
nategold080/agent-factory Scaffolding system for running autonomous AI agents that research, build, and deliver stru 2 Claude Code 1 3,560 tok
lishiyo/claude-code-template personal template optimized for Claude Code, with parallelized task workflows 2 Claude Code 1 1,266 tok
trickycdm/tricky-cc-plugins 2 Claude Code 1 545 tok
abigailhaddad/dc-realestate-2026 2 Claude Code, Codex, OpenCode 2 1,413 tok
cololi/ruleforge This tool transforms conversations from Claude Code/CodeX into customized rules for your p 2 Claude Code 1 352 tok
brysontang/domino Task management for Claude Code. The file system is the instruction set. 2 Claude Code 1 979 tok
Humzaai/claude-cowork-templates 25 copy-paste .md templates for Claude Cowork — set up your AI workspace in 10 minutes 2 Claude Code 1 637 tok
nextransit/andrej-karpathy-skills 2 Claude Code 1 522 tok
swhsiang/create-claude-app Set up a Claude Code app by running one command. 2 Claude Code 1 3,026 tok
JesusEduardo2028/django-api-template Template for a Django API with user token authentication and rest-framework 2 Claude Code 3 1,620 tok
gmen1057/claude-code-starter-kit Production-tested Claude Code configuration: hooks, skills, rules, and templates for serio 2 Claude Code 6 551 tok
manfromtunis/claude-config Reproducible Claude Code configuration for TypeScript/Next.js/Strapi development 2 Claude Code 1 1,467 tok
TheSchnilch/auditor-assistant A few files that guide your AI agent on how to support you during an audit. 2 Claude Code 1 2,433 tok
yCENzh/llm-skills A single CLAUDE.md file to improve Claude Code behavior, derived from Andrej Karpathy's ob 2 Claude Code 1 686 tok
rastermanden/naturklubben 2 Claude Code, Codex, OpenCode 2 5,453 tok
marvinleonbutlerii/.dotfiles felt inspired 2 Claude Code, Codex, OpenCode 3 1,904 tok
CoderMariusz/agent-methodology-pack Multi-agent development system for Claude-powered projects. 15 specialized agents, 8 workf 2 Claude Code 3
a1-ceo/claude-agent-squad Nested sub-agent squad for Claude Code — one orchestrator fans out into planner, builder, 2 Claude Code 10 317 tok
rescrv/claude-phd Claude, Ph.D. 2 Claude Code 1 745 tok
iwata-at-develop/ClaudeCodeReview Review with Claude Code 2 Claude Code 1 2,427 tok
anatoly314/llm-gui-rtl-browser-extension 2 Claude Code 1 7,194 tok
Sangeok/ApcH a-pch.com Automated podcast highlight clipper using AI for content discovery and video generation. 2 Claude Code 9 1,772 tok
floq-hq/floq A science-based deep-work app with a social accountability layer. Personalized flow-state 2 Claude Code 8 1,877 tok
mike-shevchuk/dotfiles 2 Claude Code 1
neurophysica/claude-workflow-template Template for the Claude Chat ↔ Claude Code shared-memory workflow 2 Claude Code 1 514 tok
freyr/traefik 2 Claude Code 1 559 tok
rugvedtech1/user-psychology-skill An AI Skill that teaches Claude & other AI assistants user psychology principles to automa 2 Claude Code 1 746 tok
jstxn/bebop 2 Codex, OpenCode 1 977 tok
danielrosehill/Claude-Foundations The foundational layer of a Claude Code setup, indexed as one system: five slots — entrypo 2 Claude Code 1 614 tok
gn00678465/endurance-guidelines A code of conduct (CLAUDE.md) for AI coding agents, specifically fixing the two most criti 2 Claude Code 1 990 tok
Mattdgn/config_cc claude_commands 2 Claude Code 1 81 tok
chrishunt/SOTALog sotalog.nn6g.com Log a QSO in seconds. Field logger for SOTA and POTA activations on iOS and Android. 2 Claude Code 1 1,046 tok
feanil/dotfiles 2 Claude Code 1 2 tok
BITjiaxing/DailyResearch Daily research hotspot tracking 2 Claude Code 1 3,401 tok
dpanasenko-tech/claude-dev-pipeline Six-stage Claude Code agent pipeline (planner→architect→tdd→implementer→reviewer→release-e 2 Claude Code 5 6,512 tok
herakles-dev/opensource-pipeline Safely open-source any project with Claude Code. 3-agent pipeline that strips secrets, ver 2 Claude Code 1 564 tok
onurcelep/ai-factory 2 Claude Code, GitHub Copilot 2 426 tok