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
0martinez/get-design-done Spec-driven design for Claude Code 5 Claude Code 1 387 tok
ErebusEnigma/context-memory Persistent, searchable context storage across Claude Code sessions using SQLite + FTS5 5 Claude Code 1 742 tok
Lucas-Ren/ai-studio A complete system for using AI to create short videos, supporting Claude Code and Codex 5 Claude Code, Codex, OpenCode 3 166 tok
littlebearapps/contextdocs littlebearapps.com Your AI agent maintains its own context files — a Claude Code plugin with an AGENTS-first 5 Claude Code, Codex, OpenCode 2 2,605 tok
lycfyi/community-agent-plugin discordhunt.com Community agent plugins for Claude Code - sync and analyze Discord & Telegram messages 5 Claude Code 1 1,086 tok
dormannilya/agent-orchestrai dormannilya.github.io An open-source Claude Code orchestrator that selects and integrates the right skill for an 5 Claude Code 1 2,128 tok
randomittin/heimdall runheimdall.dev Verification gates for AI coding agents — nothing ships unproven. Falsifiable oracle gates 5 Claude Code, Codex, OpenCode 2 4,903 tok
is0383kk/claude-agent-sdk-resident-assistant Casra — Claude Code-native personal AI assistant 🦀 5 Claude Code 1
sarth6/xlaude-raycast Raycast extension for xlaude — manage AI coding sessions in isolated git worktrees. Launch 5 Claude Code 1 317 tok
tstockham96/claw-kit The safe OpenClaw — persistent AI identity, memory & Telegram chat for Claude Code. No dae 5 Claude Code 2 610 tok
Laotree/logs-locally-plugin laotree.github.io Browse Claude Code & Pi agent session logs (SQLite + web UI) with session scoring and GitH 5 Claude Code 1 1,485 tok
yash-gadodia/claude-init Make any repo AI-native in one command — detects your stack and generates a tailored CLAUD 5 Claude Code, GitHub Copilot 6 561 tok
astetic-dev/taurus Taurus - a Windows desktop launcher that runs multiple Claude Code agents as embedded term 5 Claude Code 1 251 tok
mblode/claude-code-search npmjs.com Search through your Claude Code history 5 Claude Code, Codex, OpenCode 2 661 tok
ituzov/ituzov-gearbox A gearbox for Claude Code: pull the lever to switch models. tmux + vanilla JS, zero deps 5 Claude Code 1 437 tok
optifeed/optifeed-radar radar.optifeed.com Open-source AI brand + product visibility checker (GEO/AEO). Are your brand and products r 5 Claude Code 1 2,446 tok
malwarebo/nyrve Code editor with Claude baked in. Every change is verified before you see it. 5 Claude Code, Codex, GitHub Copilot, OpenCode 32 13,073 tok
Proxy2021/Enso A self-hosted AI organization — scans your digital life, infers your goals, staffs expert 5 Claude Code 4 11,646 tok
AlexShchuka/mirabilis Run Claude Code fully autonomously in an isolated Docker sandbox — cross-platform dev cont 5 Claude Code, Codex, OpenCode 2 3,585 tok
hardness1020/claude-skills-management Track, score, and manage your Claude Code skills across all projects with a local analytic 5 Claude Code 1 181 tok
bb1nfosec/skim Runtime token proxy + intelligence dashboard for LLM tools. Intercepts API calls, strips w 5 Claude Code 6 160 tok
wangjialiang678/research-workflow-skill Structured research workflow skill for Claude Code, Codex, and Agent Skills: L1-L3 routing 5 Claude Code 1 1,033 tok
GxFn/Wakeflow Dual-host Wakeflow plugins for Codex and Claude Code: controller state roots, task package 5 Claude Code, Codex, OpenCode 2 2,878 tok
pitimon/claude-cybersecurity-skill Claude Code plugin — 18 cybersecurity domains: IR, DFIR, DevSecOps, SOC, Code Security, Co 5 Claude Code 1 1,816 tok
Dannykkh/skill-olympus Twelve Greek gods. One command. A working SaaS. 98 skills + 49 agents + 13 hooks for Claud 5 Claude Code, Codex, Gemini CLI, OpenCode 2 9,782 tok
bogdandragosvasile/gitops-landing-zone A fully reproducible local GitOps development environment for Windows 11 + Docker Desktop. 5 Claude Code 21 1,016 tok
anvanster/tempera MemRL: MCP Server for Self-Evolving Agents via Reinforcement Learning on Episodic Memory 5 Claude Code 1 652 tok
emm3ttarmstrong/usage-widget x.com macOS desktop widget showing Claude Code usage as a contribution grid with real-time rate 5 Claude Code 1 944 tok
jondot/clue getclue.vercel.app stored reasonings for your AI-first codebase 5 Claude Code 3
ankitkr3/compounded Claude Code plugin that learns from your corrections — approved lessons become rules that 5 Claude Code 1 1,314 tok
dhanushkumarsivaji/kerf-cli npmjs.com Cost intelligence for Claude Code. Real-time dashboards, pre-flight estimation, budgets, a 5 Claude Code 1 392 tok
bjornj12/Orra-mcp bjornj12.github.io Orchestration MCP for Claude Code 5 Claude Code 1 449 tok
michaeljauk/brain-starter Claude Code-powered second brain template for Obsidian — skills, auto-linking, and convent 5 Claude Code 3 715 tok
shakestzd/contextune shakes-tzd.github.io Precision-tuned context engineering for Claude Code. Optimize context flow with modular pl 5 Claude Code 1 4,921 tok
jed1978/ddd-architecture-coach Claude Code skill for structured DDD architecture planning. Produces Context Maps, Aggrega 5 Claude Code 1 1,389 tok
Apollo887/student-ops AI college & career planning pipeline for students — evaluate schools, draft essays, compa 5 Claude Code, Codex, OpenCode 3 3,958 tok
cunhaax/ai-workflow AI-Assisted Development Workflow — Claude Code Plugin 5 Claude Code, Codex, OpenCode 3 2,688 tok
sshaaf/tutorial-skill shaaf.dev This skill generates code tutorials from source code using Large Language Models (LLMs). I 5 Claude Code 1 1,483 tok
rafreid/gsdview A desktop application that visualizes GSD project structure as an interactive 3D force-dir 5 Claude Code 41
turenlabs/batou batousast.com Batou catches risky code while Claude Code is writing files, before bad code lands in your 5 Claude Code 4 6,718 tok
teambrilliant/claude-peek macOS notch status surface for Claude Code — track sessions, approve permissions, read con 5 Claude Code 2 633 tok
zephexMCP/agent-skills zephex.dev zephex Hosted MCP skill pack 10 tools, 13 editors (Claude Code, Cursor, VS Code + 10 more 5 Claude Code, Codex, OpenCode 2 673 tok
nsyll/clawdometer-eink Claude Code usage monitor on an e-ink desk gadget — rate-limit meters, live WORKING/NEEDS- 5 Claude Code, Codex, OpenCode 2 2,346 tok
pranav7/domux domux.dev domux is an open-source terminal multiplexer for AI coding agents. 5 Claude Code, Codex, OpenCode 6 4,962 tok
vanterx/mssql-performance-skills SQL Server performance tuning skills for LLMs — 829 checks across 26 skills covering T-SQL 5 Claude Code, Codex, OpenCode 6 9,696 tok
Lycheetah/Lycheetah-Framework lycheetah.github.io AI alignment framework. Nine interdependent theories — CASCADE, AURA, LAMAGUE and six mor 5 Claude Code, Codex, GitHub Copilot, OpenCode 3 8,892 tok
imaginpro/imaginepro-claude-plugin imaginepro.ai Professional AI image and video generation plugin for Claude Code. Create web assets, UI c 5 Claude Code, Codex, OpenCode 2 2,781 tok
barkain/madrox Madrox — Multi-Agent Orchestrator for Claude & Codex. MCP server that spawns, delegates, a 5 Claude Code 1 3,714 tok
jmagar/swag-mcp SWAG reverse proxy configuration management via MCP. Create, edit, view, and manage nginx 5 Claude Code, Codex, Gemini CLI, OpenCode 3 2,374 tok
drip-cli/drip drip-ai.app Delta Read Interception Proxy — sends only file diffs to your LLM agent. ~60–80% fewer tok 5 Claude Code 1 2,300 tok