How real projects configure their agents

1,905 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 agents7,410Claude Code6,578Data and AI3,695Backend and APIs3,487Languages3,404Planning3,188Git and workflow3,106Code review2,712Memory and context2,351Testing2,325Research2,289DevOps and cloud2,283Writing and docs2,279Frontend2,245Security1,983Productivity1,702

All Claude Code32,024 Codex23,149 OpenCode21,923 GitHub Copilot3,513 Gemini CLI1,905 Cursor1,728 Windsurf83 Kiro58

Project Stars Configures Files Always loaded
AnojSKunte/career-ops-india AI job search for India — scan 196 companies, evaluate fit, generate tailored CVs. Works w 9 Claude Code, Gemini CLI 14 1,156 tok
ASDAlexey/vitest-auto-spy npmjs.com Auto-generate fully-typed test spies from a class — across Vitest, Bun & node:test, with A 9 Claude Code, Gemini CLI 2 623 tok
rshade/finfocus rshade.github.io FinOps CLI for Pulumi — projected costs, actual spend tracking, budget enforcement, and co 9 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 40 14,955 tok
quaywin/agys Effortless multi-profile isolation & real-time quota tracking for Antigravity CLI in Herdr 9 Codex, Gemini CLI, OpenCode 2 942 tok
bybren-llc/a-safe-pulse Enterprise-grade SAFe automation toolkit: AI-powered Agile Release Train (ART) planning, s 9 Claude Code, Codex, Gemini CLI, OpenCode 19 6,997 tok
icewheel-oss/icewheel-energy energy.icewheel.dev A self-hosted application to privately manage your Tesla Powerwall charging schedule. 9 Gemini CLI 1 162 tok
gemini-cli-extensions/developer-knowledge 8 Gemini CLI 1 612 tok
aplaceforallmystuff/mcp-pihole MCP server for Pi-hole v6 API - control DNS blocking from Claude Code 8 Claude Code, Codex, Gemini CLI, OpenCode 4 357 tok
pengzhangzhi/superpowers-ml Skills that make your AI agent do ML research like a skeptical scientist, not a hype machi 8 Claude Code, Codex, Gemini CLI, OpenCode 3 1,913 tok
bks-lab/open-bridge bks-lab.github.io Your AI coding agent starts every session knowing your repos, your clients, and how you wo 8 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 7 9,279 tok
Jakedismo/visual-explainer-extension Refactor of https://github.com/nicobailon/visual-explainer Nico Bailons excellent agent sk 8 Gemini CLI 1 806 tok
gondola-ai/gondola-mcp Cash-vs-award travel search MCP — hotels, flights, and rental cars across every major loya 8 Gemini CLI 1 284 tok
katareayush/video-captions Claude Code plugin: transcribe a video's speech locally and burn in accurately-timed capti 8 Claude Code, Codex, Gemini CLI, OpenCode 2 494 tok
itallstartedwithaidea/google-ads-gemini-extension Gemini CLI extension for Google Ads management — campaign analysis, auditing, optimization 8 Gemini CLI 1 1,151 tok
frankxai/Starlight-Intelligence-System starlightintelligence.org Sovereign AI substrate for memory, orchestration, skills, governance, and evals across Cla 8 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 11,259 tok
Avyayalaya/agent-prime avyayalaya.github.io A persistent AI operating system. 13 specialized agents + a runtime-portable 5-agent quali 8 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 12,325 tok
DDS-Solutions/AI-TadPole-OS dds-solutions.github.io AI-Tadpole-OS a local-first "development platform" a Lily Pad to jump from for running aut 8 Claude Code, Codex, Gemini CLI, OpenCode 3 2,920 tok
TwoWells/Catenary twowells.github.io Giving AI coding agents LSP-powered code intelligence. 8 Claude Code, Codex, Gemini CLI, OpenCode 3 2,552 tok
replenhq/replen replen.dev Smarter AI Development Workflows 8 Claude Code, Codex, Gemini CLI, OpenCode 3 8,308 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
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
zyx77550/sparda AI writes. SPARDA proves. A deterministic, offline gate that catches when an AI edit remov 8 Claude Code, Gemini CLI 2 6,039 tok
bl1nk-bot/bl1nk-agents-manager Gemini Agents Manager — Turn your Gemini CLI into a Multi-Persona AI Team — 40+ specialize 8 Claude Code, Gemini CLI 6 37 tok
mhawksey/gas-fakes-ext Gemini CLI Extension for Sandboxed Google Apps Script - This Gemini CLI extension provides 8 Gemini CLI 1 1,310 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
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
madciapka/gemini-claude-plugin x.com The Codex plugin showed that giving Claude Code a second brain to delegate to is genuinely 8 Gemini CLI 1 1,091 tok
nutdnuy/sec-opendata-th Python client + Claude Code plugin for the Thai SEC OpenAPI (api.sec.or.th): fund factshee 8 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,573 tok
franklesniak/copilot-repo-template Reusable template for AI-assisted repositories with shared coding-agent instructions, CI v 8 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 13 141,484 tok
Eliyce/paqad-ai paqad.ai Spec-driven development framework — AI agents that think before they type 8 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode, Windsurf 6 652 tok
flanliulf/aiforge Sync AI coding configurations from any Git repository to Copilot, Claude Code, Cursor, and 8 Claude Code, Codex, Gemini CLI, OpenCode 53 1,374 tok
angrysky56/openended-philosophy-mcp AI Reasoning system that combines OpenEnded Philosophy with Non-Axiomatic Reasoning System 8 Gemini CLI 1 1,124 tok
Flux-Point-Studios/unreal-mcp Unreal Engine MCP (Model Context Protocol) server for AI-powered automation 8 Codex, GitHub Copilot, Gemini CLI, OpenCode 3 2,743 tok
Poorgramer-Zack/copilot-mcp-tool MCP server that enables AI assistants to interact with Github Copilot cli, leveraging copi 8 Claude Code, Gemini CLI 2 2,443 tok
mnemopay/mnemopay-sdk mnemopay.com Trust & reputation layer for AI agents. Agent Credit Score (300-850) + Merkle-anchored led 8 Claude Code, Cursor, Gemini CLI 3 2,895 tok
littlebearapps/pitchdocs littlebearapps.com Turn any codebase into professional, marketing-ready GitHub documentation — powered by AI 8 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 6,155 tok
ehurrn/newsroom-extension AI investigative journalism toolkit — OSINT, FOIA engineering, corporate veil piercing, li 8 Codex, Gemini CLI, OpenCode 2 2,571 tok
ishizakahiroshi/many-ai-cli Run Claude Code, Codex, Copilot, Cursor, and Grok CLIs in parallel — approve every session 8 Claude Code, Codex, Gemini CLI, OpenCode 3 7,614 tok
lordamdal/chromeboost chromeboost.work Give Claude hands in your own browser. A Chrome extension + MCP server that lets Claude Co 8 Claude Code, Codex, Gemini CLI 2 8,344 tok
rajanm/retail-enterprise-agents rajanm.github.io Declarative Google Agent Development Kit (ADK) agents for Gemini Enterprise powered by Big 8 Claude Code, Codex, Gemini CLI, OpenCode 3 32,811 tok
OakNinja/MakeMe Makefiles not war 8 Gemini CLI 1 390 tok
organvm-iii-ergon/public-record-data-scrapper organvm-iii-ergon.github.io 50-state UCC public-records intelligence — fresh, enriched, scored MCA / financing leads v 8 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 7,756 tok
rebel0789/Memory-Recall npmjs.com Local-first repo memory and context for coding agents. 8 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,717 tok
FuZhiyu/superRA An agentic workflow for economic research 8 Claude Code, Codex, Gemini CLI, OpenCode 3 4,692 tok
brambora69123/electrical-age-rewired A port of the classic Minecraft mod. Introducing, Electrical Age: Re-Wired! 8 Gemini CLI 1 964 tok
conversiontools/agent-skills skills.sh @conversiontools agent skills 7 Gemini CLI 1 519 tok
snapsynapse/skill-provenance skillprovenance.dev Version identity and integrity verification for Agent Skills. Tracks versions, detects sta 7 Claude Code, Codex, Gemini CLI, OpenCode 3 2,306 tok
NEXPACE-Limited/msu-skills nexpace-limited.github.io Agent Skills for MapleStory Universe — a SKILL.md catalog for MSU builders. Works with Cla 7 Claude Code, Codex, Gemini CLI, OpenCode 3 7,957 tok
normalled/apijack Generate full-featured CLIs with workflow automation from any OpenAPI spec 7 Claude Code, Codex, Gemini CLI, OpenCode 3 5,955 tok