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
aaronb305/claude-cortex A blockchain-style ledger memory system with performance-based reinforcement learning for 2 Claude Code 1 8,938 tok
yehosef/llm-tools Claude Code plugin: Use other LLM CLI tools (Gemini, Codex, Claude) for validation and sec 2 Claude Code 2 499 tok
hamzaPixl/pixl-ai AI dev platform — orchestration engine + Claude Code crew plugin 2 Claude Code, Codex, OpenCode 2 2,689 tok
DanielCarmingham/dev-env Claude Code plugin for worktree-based development environment management 2 Claude Code 1 663 tok
ngvoicu/opencode-claude-code-memory OpenCode plugin for Claude Code memory that shares local Claude Code memory with OpenCode 2 Claude Code, Codex, OpenCode 2 426 tok
whitewhiteqq/aws-test-plugin AI agent skills for generating comprehensive tests for any AWS Python project — Lambda, AP 2 Claude Code 1 1,430 tok
protomated/protomated-plugins-official Free Claude Cowork plugins for solo and small-firm attorneys, built by Protomated. Covers 2 Claude Code 1 3,017 tok
Dobeu-tech-eco/dobeutech-claude-code-custom Custom claude code rules, skills, mcp connections and plugins for dobeutech that can be de 2 Claude Code 1 1,430 tok
Israel-Kli/jetbrains-plugin-copy-with-inline-issues plugins.jetbrains.com Copy your code with every IDE error and warning inlined as comments, so ChatGPT, Claude or 2 Claude Code 1 718 tok
fakoli/terminalq Bloomberg-style financial terminal — Claude Code MCP plugin with 30 tools 2 Claude Code 1 2,300 tok
benji-bizzell/Workflow TDD workflow plugin for Claude Code: research → spec → implement with QC gates 2 Claude Code 1
observability-oss/progress-observability-plugin Six Claude Code / Copilot skills for the Progress Observability Platform: trace triage, co 2 GitHub Copilot 1 10,705 tok
Logan-Garrett/remora Collaborative Claude Code sessions — shared buffer, Postgres event log, Neovim plugin 2 Claude Code 1 6,181 tok
Rylaa/fable-GPT-5.6-fusion Multi-model fusion plugin for Claude Code + Codex: 3-member parallel panel (Claude opus x2 2 Claude Code 1 15,713 tok
qa-vault/codelore Claude Code & Codex CLI plugin: skills for critically exploring and documenting code 2 Codex, OpenCode 1 1,290 tok
kodroi/block A Claude Code plugin to protect files from unwanted modifications. 2 Claude Code 1 535 tok
genai-jerry/claude-software-factory An agent-driven software factory for Claude Code: GitHub issues as pipeline state, OpenSpe 2 Claude Code 12
bhanu91221/sfdx-iq claude-sfdx-iq is a Claude Code plugin that transforms Claude into an expert Salesforce de 2 Claude Code, Codex, OpenCode 2 2,687 tok
fengjunhui31/building-autonomous-team A Claude Code plugin that creates mission-driven autonomous development teams 2 Claude Code 1 1,588 tok
jacexh/skill-workshop A Claude Code plugin marketplace for productivity and development workflow extensions. 2 Claude Code 1 943 tok
erdikilic/dotfiles Personal Claude Code toolkit — plugins, themes, templates, and dev environment setup 2 Claude Code 1 686 tok
bnayahu/journeycast A Claude Code plugin to create demo videos from project PRs. 2 Claude Code 1 1,161 tok
quangphu1912/codebase-analyzer Progressive-depth codebase analysis and reverse engineering plugin for Claude Code 2 Claude Code, Codex, OpenCode 2 519 tok
Laotree/pre-usage-plugin A plugin for Claude Code that estimates token usage before each prompt is sent. When usage 2 Claude Code 1 2,020 tok
liaogui1023/coding-plugin A Claude Code plugin marketplace that organizes plugins by developer role, solving the pro 2 Claude Code 2
jsagir/mindrian-os-plugin The AI co-founder that pushes back. Bring a real problem worth solving and it reframes wha 2 Claude Code 4 4,849 tok
patty-png/claude-code-toolkit-app claudecodestack.com The home for Claude Code. 2,400+ MCPs, skills, subagents, hooks, and plugins — plus course 2 Codex, OpenCode 1 74 tok
hmaurus/masterclaude Plugin Claude Code para o método PDIR (Planejar, Dividir, Implementar, Revisar) 2 Claude Code 1 255 tok
comp4020-agentic-coding-studio/core Claude Code plugin marketplace for COMP4020/COMP8020 Agentic Coding Studio students 2 Claude Code 1 484 tok
fledgeling-co/fledgeling-plugins skills.fledgeling.app SWE Skills from Fledgeling: thirty-six Claude Code plugins for building and shipping softw 2 Claude Code 1 3,039 tok
devs-30/skill-gate A Claude Code plugin that gates selected skills behind a confirmation prompt. 2 Claude Code, Codex, OpenCode 2 521 tok
Dbochman/dotfiles macOS dotfiles with extensive Claude Code customization - shell config, git, Homebrew, plu 2 Claude Code, Codex, OpenCode 5 818 tok
Emasoft/ai-maestro-architect-agent AI Maestro Architect Agent - Design documents, requirements analysis, architecture decisio 2 Claude Code 1 947 tok
andyrids/icm-spec Claude Code plugin for spec-driven development alongside Interpretable Context Methodology 2 Claude Code, Codex, OpenCode 2 833 tok
fakebizprez/interview-marketplace Claude Code plugin that interviews developers to generate strategic roadmaps and feature s 2 Claude Code 1 332 tok
donjo/denoland Claude Code plugin for modern Deno development with Fresh, JSR, and Deno Deploy 2 Claude Code 1 869 tok
michal-bajer1/shadow Decision Shadow — Claude Code plugin that captures the why behind code changes 2 Claude Code 1 818 tok
o2alexanderfedin/o2-scalpel LSP-driven semantic refactoring for agentic AI (MCP server + Claude Code plugin) 2 Claude Code 1 1,397 tok
longkeyy/software-dev-agents Claude Code plugin: 80+ enterprise-grade AI agents for software development lifecycle 2 Claude Code 1 484 tok
alfredoperez/sdd Spec-Driven Development — a Claude Code plugin for structured AI-assisted development work 2 Claude Code 1 2,023 tok
hculap/better-code A curated collection of Claude Code plugins for code quality and developer productivity 2 Claude Code 1 668 tok
Photopeng/TyporAi An AI writing and collaboration plugin for Typora, supporting Claude, Codex, OpenCode, API 2 Claude Code, Codex, OpenCode 2 335 tok
vstrapasson/rpg-marketplace A Claude Code plugin marketplace to help plan and create RPG campaings 2 Claude Code 1 1,964 tok
foundinblank/flashy Claude Code plugin that pulses terminal background color on Stop/Notification events 2 Claude Code 1 950 tok
ahsan0444/jintech-omg-dev Claude Code plugin — OMG SDLC skills, code-review-graph MCP, enforcement hooks 2 Claude Code 1 1,419 tok
TarrySingh/hulde-review hulde.ai AI-powered code review and visualization — Claude Code plugin by Hulde AI 2 Claude Code 2 856 tok
STRML/cc-tab-titles Claude Code plugin: auto-sets terminal tab titles to AI-generated session summaries 2 Claude Code 1 745 tok
cnadiminti/remotion-video-studio Claude Code plugin for creating professional videos with Remotion and multi-provider TTS 2 Claude Code 1 2,093 tok
AaronGoldsmith/mcp-printable MCP server for AI-driven 3D modeling and print validation (FDM-focused). Agent-agnostic; w 2 Claude Code, Codex, OpenCode 6 3,519 tok
vhcg77/github-copilot-instructions Advanced hierarchical instruction system for GitHub Copilot - 100% validated for Data Scie 2 GitHub Copilot 1 4,815 tok