How real projects configure their agents

32,523 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971

All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116

Project Stars Configures Files Always loaded
waittim/MemoryCustodian Durable, repo-native project memory for coding agents, without context bloat. 25 Claude Code, Codex, Gemini CLI, OpenCode 3 579 tok
nirholas/pumpfun-claims-bot nirholas.github.io PumpFun GitHub social fee claim monitor — real-time Telegram feed for first-time creator f 25 Claude Code, Codex, GitHub Copilot, OpenCode 3 621 tok
Abhiix0/Spawn spawnio.vercel.app Intent-based Python project scaffolding. 8 project types, non-interactive mode for AI agen 25 Claude Code 1 1,313 tok
cyanheads/ntfy-mcp-server npmjs.com Send, manage, and replay ntfy push notifications via MCP. STDIO or Streamable HTTP. 25 Claude Code, Codex, OpenCode 2 20,796 tok
oekazuma/svelte-vitals oekazuma.github.io Your SvelteKit app's code health, checked before it ships. Statically, no browser — SEO, P 25 Claude Code, Codex, OpenCode 2 4,841 tok
BogdanovychA/llm-wiki apps.bogdanovych.org A personal knowledge base populated and structured with LLM agents. The project is based o 25 Claude Code, Codex, OpenCode 4 3,336 tok
Beneficial-AI-Foundation/FloatSpec Formally Verified Float Implementation with lean4 25 Claude Code, Codex, OpenCode 2 7,741 tok
stevesolun/CV_Boutique_Agency A CV Boutique Agency Claude Code skill to build a professional world class resume. Find yo 25 Claude Code 1 566 tok
mr-pmillz/gogatoz mr-pmillz.github.io GitLab Attack Toolkit 25 Claude Code 1 9,441 tok
nextflow-io/agent-skills nextflow.io Agent skills for building and running Nextflow pipelines. 25 Claude Code, Codex, OpenCode 1 1,045 tok
JF9SOM/FBSAT59 fbsat59.jf9som.com Satellite Tracking & Communications — satellite tracking with built-in Hamlib Doppler & Ro 25 Claude Code 3 31,168 tok
Samin12/claude-course 25 Claude Code 1 1,213 tok
YosAwed/MPX68K MPX68K: Sharp X68000 emulator for macOS (Apple Silicon and Intel Mac). SpriteKit UI, GameC 25 Claude Code, Codex, OpenCode 2 1,924 tok
elliotttate/sts2-modding-mcp MCP server for Slay the Spire 2 modding — 153 tools for game data querying, mod code gener 25 Claude Code 1 1,684 tok
Agusx1211/NewShoes The original Command & Conquer: Generals Zero Hour engine, ported to WebAssembly and playa 25 Claude Code, Codex, OpenCode 6 3,260 tok
Gaurav-Gosain/golars golars.gaurav.zip Pure-Go DataFrames modeled on polars, built on Apache Arrow. No cgo. 25 Claude Code, Codex, OpenCode 2 2,410 tok
claude-code-expert/example Collection of Claude Code configuration and Markdown examples 25 Claude Code 6 —
jcmrs/claude-visual-style-guide jcmrs.github.io Personal Visual Style Guide for Claude Artifacts & Applications 25 Claude Code 1 2,595 tok
Adelie-Squad/solosquad AI agent system designed to help solo founders build and ship products efficiently 25 Claude Code, Codex, OpenCode 8 5,078 tok
Xsxdot/handoff handoff.gosuper.dev Delegate implementation plans to another AI for execution while you only review — a pure C 25 Claude Code 2 —
aldegad/safedeps npmjs.com Dependency safety gate for Claude Code & Codex CLI — OSV pre-approval, npm lockfile-closur 25 Claude Code, Codex, OpenCode 2 5,047 tok
akanthed/SecureAI-Scan npmjs.com Find AI/LLM security vulnerabilities in your code before attackers do — covers prompt inje 25 Claude Code 1 5,083 tok
sandraschi/ocr-mcp FastMCP server providing advanced OCR capabilities with current state-of-the-art models (D 25 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 8 822 tok
rhofkens/business-idea-multi-agent A multi-agent system that generates and evaluates business ideas 25 Claude Code 3 100 tok
cloudrepo-io/founder-os Run your company with an AI team. No complex tooling—just markdown files and Claude. 25 Claude Code 11 2,991 tok
lizhiyao/oh-my-knowledge oh-my-knowledge.pages.dev OMK helps people and agents build, maintain, and reuse valuable knowledge from real work a 25 Claude Code, Codex, OpenCode 3 3,544 tok
a-lottes/aSPARK aspark.lottes.dev A gated agile delivery process for Claude Code: an AI product team (PO, Designer, EM, Revi 25 Claude Code 1 2,353 tok
vimalk78/dictate Talk to Claude Code instead of typing — on Linux. Local voice-to-text using Whisper, no cl 25 Claude Code 1 2,317 tok
delphicleancode/lazarus-spec-kit inovefast.com.br Um ecossistema opinativo de regras, skills e steerings para elevar o desenvolvimento FreeP 25 Claude Code, Codex, GitHub Copilot, OpenCode 20 6,135 tok
GabrielOnDelphi/Claude-Tools-for-Delphi Skills, agents, settings, md files for Claude Code for Delphi programmers 25 Claude Code 45 —
nikships/skills-registry skills-registry.dev Your personal GitHub registry for AI Agent Skills. One repo. EVERY agent. EVERY device. Lo 25 Claude Code, Codex, OpenCode 2 659 tok
sourknives/sleeper-mcp-server 25 Claude Code 1 110 tok
wenhanweime/herdr-plugin-renamer LLM-powered session naming for herdr: Claude Code / Codex / Grok / Pi / opencode, Chinese 25 Claude Code, Codex, OpenCode 2 3,323 tok
wonsukchoi/domain-experts domainexperts.dev all human experts into AI agents 25 Claude Code, Codex, OpenCode 2 2,786 tok
PIsberg/vibetags VibeTags is a Java annotation processor that acts as AI guardrails for code generation too 25 Claude Code, Codex, Gemini CLI, OpenCode 33 8,404 tok
yangsijie666/xiaohongshu-crawler Xiaohongshu data collection tool — a Playwright-based stealth crawler supporting search, p 25 Claude Code 1 1,412 tok
agentic-hil/agentic-hil agentic-hil.github.io Let your coding agent develop firmware on the real board, with the hardware as the gate. 25 Claude Code, Codex, OpenCode 2 5,849 tok
cajasmota/grafel Multi-repo code knowledge graphs for AI agents. Cross-repo linking, infrastructure topolog 25 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 6,537 tok
mahirozdin/alliswell Open-source, self-hosted productivity hub: tasks, projects, notes, urgent reminders and tw 25 Claude Code, Codex, OpenCode 9 2,069 tok
5throck/ai-workspace-standards Master configuration for Vibe Coding and Harness Engineering — workspace standards for Cla 25 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 73 22,740 tok
nightona-co/nightona Open-source continuation of Daytona — secure, elastic sandbox infrastructure for AI code e 25 Claude Code, Codex, OpenCode 3 2,995 tok
zach-blumenfeld/knowledge-index The Graph Search Engine for Your Knowledge Base 25 Claude Code, Codex, OpenCode 2 4,035 tok
99apps-id/termigo Termigo is a lightweight open-source, terminal-first AI-native development environment (AD 25 Claude Code, Codex, OpenCode 2 541 tok
bakabaka91/claude-baton npmjs.com Never lose context between Claude Code sessions again. Auto-checkpoint, resume, EOD summar 25 Claude Code 13 1,051 tok
matteocervelli/llms Centralized LLM configuration and documentation management system. Tools for building skil 25 Claude Code 39 347 tok
atopile/cell-sim 25 Claude Code, GitHub Copilot 2 10,286 tok
j5ik2o/event-store-adapter-js This library is designed to turn DynamoDB into an Event Store for Event Sourcing. 25 Claude Code, Codex, Gemini CLI, OpenCode 41 552 tok
wrg32786/aigent-os tools.theaigent.xyz Claude Code harness and alternative to context compaction: at 80% context it writes a veri 25 Claude Code 1 4,294 tok
narosemena/master-instructional-design A Claude skill embodying a 30-year veteran ID practitioner — 15 engagement modes, 31 refer 25 Claude Code, Gemini CLI 6 2,406 tok
KeeperHub/keeperhub keeperhub.com Automate on-chain events and actions reliably and securely. Build Workflows in minutes wit 25 Claude Code, Codex, OpenCode 37 8,574 tok