SOURCE VERIFIED111 lines
radareorg
radare2
Strong location map, formatting rules, memory safety, and command guidance.
UNIX-like reverse engineering framework and toolset.
- Stack
- C
- License
- See source
- Commit
- 1dfe427
PATTERN INDEX / VERIFICATION
Verification rules in real AGENTS.md files.
The evidence required before an agent can call work complete. This page indexes 78 fixed sources containing that observable pattern without claiming it improves agent performance.
- 78
- fixed sources
- 77
- organizations
- 2026-07-25
- snapshot date
FIXED SOURCE INDEX
Read the repository context.
Each record links to an AGENTS.md file at a full Git commit. Tags describe observable content and do not rank instruction quality.
SOURCE VERIFIED153 lines
GitoxideLabs
gitoxide
Test-first practices, error handling, commit messages, and path rules.
An idiomatic, lean, fast, and safe implementation of Git.
- Stack
- Rust
- License
- Apache-2.0
- Commit
- 2fadbc7
SOURCE VERIFIED348 lines
Replicate
cog
A detailed command index with language-specific conventions.
Containers for machine learning.
- Stack
- Go
- License
- Apache-2.0
- Commit
- 4e62b8b
SOURCE VERIFIED86 lines
loro-dev
loro
A short project snapshot with a context index and self-maintained instructions.
Collaborative and version-controlled JSON data with CRDTs.
- Stack
- Rust
- License
- MIT
- Commit
- 6844fc7
SOURCE VERIFIED98 lines
NextDNS
nextdns
Core principles, testing guidance, dependency checks, and a binary budget.
A DNS-over-HTTPS proxy and CLI client.
- Stack
- Go
- License
- MIT
- Commit
- cd213c9
SOURCE VERIFIED31 lines
Chartbrew
chartbrew
An unusually concise monorepo map with client/server workflow instructions.
Open-source reporting and dashboard platform.
- Stack
- TypeScript
- License
- See source
- Commit
- 944afa1
SOURCE VERIFIED66 lines
DeepFlow
deepflow
Clearly separates source-of-truth files from generated artifacts.
eBPF observability, distributed tracing, and profiling.
- Stack
- Go
- License
- Apache-2.0
- Commit
- 61221a2
SOURCE VERIFIED179 lines
GraphFrames
graphframes
Legacy-code guardrails and regression prevention across Spark versions.
DataFrame-based graph processing for Apache Spark.
- Stack
- Scala
- License
- Apache-2.0
- Commit
- 926e9d9
SOURCE VERIFIED211 lines
Palo Alto Networks
docusaurus-openapi-docs
Contributor quick start, required checks, and release instructions.
OpenAPI reference generation for Docusaurus.
- Stack
- TypeScript
- License
- MIT
- Commit
- d6b33f9
SOURCE VERIFIED69 lines
obi1kenobi
cargo-semver-checks
A focused set of scripts for testing and linting proposed changes.
Detect semantic-versioning violations in Rust crates.
- Stack
- Rust
- License
- Apache-2.0
- Commit
- a3331d0
SOURCE VERIFIED303 lines
Kubernetes SIGs
cluster-api-provider-openstack
Legal requirements, pull-request labels, and essential Make targets.
Cluster API implementation for OpenStack.
- Stack
- Go
- License
- Apache-2.0
- Commit
- 34b7418
SOURCE VERIFIED207 lines
ViewComfy
ViewComfy
Practical install, development, build, and lint commands for a web product.
Build web applications from ComfyUI workflows.
- Stack
- TypeScript
- License
- AGPL-3.0
- Commit
- fc0ba28
SOURCE VERIFIED217 lines
Arnica
depsguard
Git workflow, AI disclosure, zero-dependency constraints, and Rust conventions.
Harden package-manager configuration against supply-chain attacks.
- Stack
- Rust
- License
- MIT
- Commit
- 27be488
SOURCE VERIFIED211 lines
Vald
vald
Explicit co-worker protocol with strict prohibitions and mandatory patterns.
A distributed vector-search engine.
- Stack
- Go
- License
- Apache-2.0
- Commit
- d50c5e7
SOURCE VERIFIED179 lines
lgazo
drawio-mcp-server
Logging discipline, navigation guidance, and good/bad command examples.
A Draw.io Model Context Protocol server.
- Stack
- TypeScript
- License
- MIT
- Commit
- 530342d
SOURCE VERIFIED331 lines
microsoft
ML-For-Beginners
Covers testing, scope, safety, code style and 4 more indexed patterns.
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all - microsoft/ML-For-Beginners
- Stack
- Jupyter Notebook
- License
- MIT
- Commit
- d0d0ea2
SOURCE VERIFIED35 lines
chen08209
FlClash
Covers testing, safety, code style, verification and 2 more indexed patterns.
A multi-platform proxy client based on ClashMeta,simple and easy to use, open-source and ad-free.
- Stack
- Dart
- License
- GPL-3.0
- Commit
- 7c83185
SOURCE VERIFIED352 lines
qarmin
czkawka
Covers testing, scope, safety, code style and 4 more indexed patterns.
Multi functional app to find duplicates, empty folders, similar images etc.
- Stack
- Other
- License
- not identifiable by github
- Commit
- 94c6179
SOURCE VERIFIED54 lines
SBoudrias
Inquirer.js
Covers testing, scope, safety, code style and 4 more indexed patterns.
A collection of common interactive command line user interfaces.
- Stack
- TypeScript
- License
- MIT
- Commit
- 8c255f3
SOURCE VERIFIED122 lines
Intervention
image
Covers testing, scope, safety, code style and 2 more indexed patterns.
PHP Image Processing
- Stack
- PHP
- License
- MIT
- Commit
- 830907f
SOURCE VERIFIED73 lines
benbjohnson
litestream
Covers testing, safety, code style, verification and 2 more indexed patterns.
Streaming replication for SQLite
- Stack
- Go
- License
- Apache-2.0
- Commit
- 4e3f0c0
SOURCE VERIFIED49 lines
anomalyco
opentui
Covers testing, scope, safety, code style and 1 more indexed patterns.
OpenTUI is a library for building terminal user interfaces (TUIs)
- Stack
- TypeScript
- License
- MIT
- Commit
- f26eb14
SOURCE VERIFIED97 lines
bastienwirtz
homer
Covers testing, scope, code style, verification and 1 more indexed patterns.
A very simple static homepage for your server
- Stack
- Vue
- License
- Apache-2.0
- Commit
- 6972395
SOURCE VERIFIED718 lines
esphome
esphome
Covers testing, scope, safety, code style and 4 more indexed patterns.
ESPHome is a system to control your ESP32, ESP8266, BK72xx, RP2040 by simple yet powerful configuration files and control them remotely through Home Automation systems.
- Stack
- C++
- License
- not identifiable by github
- Commit
- e27a14e
SOURCE VERIFIED557 lines
gui-cs
Terminal.Gui
Covers testing, scope, safety, code style and 4 more indexed patterns.
Cross Platform Terminal UI toolkit for .NET
- Stack
- C#
- License
- MIT
- Commit
- 5160742
SOURCE VERIFIED25 lines
bunkerity
bunkerweb
Covers testing, scope, safety, code style and 2 more indexed patterns.
🛡️ Open-source and cloud-native Web Application Firewall (WAF)
- Stack
- Python
- License
- AGPL-3.0
- Commit
- 2ae80bb
SOURCE VERIFIED155 lines
vercel-labs
portless
Covers testing, safety, code style, verification and 2 more indexed patterns.
Replace port numbers with stable, named local URLs. For humans and agents. - vercel-labs/portless
- Stack
- TypeScript
- License
- Apache-2.0
- Commit
- 7c9be3c
SOURCE VERIFIED37 lines
VoltAgent
voltagent
Covers testing, scope, safety, code style and 2 more indexed patterns.
AI Agent Engineering Platform built on an Open Source TypeScript AI Agent Framework
- Stack
- TypeScript
- License
- MIT
- Commit
- 3377f6d
SOURCE VERIFIED341 lines
mikel-brostrom
boxmot
Covers testing, scope, safety, code style and 4 more indexed patterns.
BoxMOT: Pluggable Python and C++ SOTA multi-object tracking modules with support for axis-aligned and oriented bounding boxes - mikel-brostrom/boxmot
- Stack
- Python
- License
- AGPL-3.0
- Commit
- b23bf5f
SOURCE VERIFIED206 lines
jesse-ai
jesse
Covers testing, scope, safety, code style and 2 more indexed patterns.
An advanced crypto trading bot written in Python
- Stack
- JavaScript
- License
- MIT
- Commit
- fa63531
SOURCE VERIFIED350 lines
nullclaw
nullclaw
Covers testing, scope, safety, code style and 3 more indexed patterns.
Fastest, smallest, and fully autonomous AI assistant infrastructure written in Zig
- Stack
- Zig
- License
- MIT
- Commit
- d8a802f
SOURCE VERIFIED172 lines
wealthfolio
wealthfolio
Covers testing, scope, safety, code style and 2 more indexed patterns.
A beautiful, private, local-first personal finance tracker. Investments, net worth, spending, and simulations.
- Stack
- Rust
- License
- AGPL-3.0
- Commit
- c415521
SOURCE VERIFIED167 lines
Ripple-TS
ripple
Covers testing, scope, safety, code style and 3 more indexed patterns.
the elegant TypeScript UI framework
- Stack
- JavaScript
- License
- MIT
- Commit
- 133e291
SOURCE VERIFIED672 lines
zsviczian
obsidian-excalidraw-plugin
Covers testing, scope, safety, code style and 4 more indexed patterns.
A plugin to edit and view Excalidraw drawings in Obsidian - zsviczian/obsidian-excalidraw-plugin
- Stack
- TypeScript
- License
- AGPL-3.0
- Commit
- 6834ffa
SOURCE VERIFIED57 lines
gopasspw
gopass
Covers testing, scope, safety, code style and 3 more indexed patterns.
The slightly more awesome standard unix password manager for teams
- Stack
- Go
- License
- MIT
- Commit
- eb1368e
SOURCE VERIFIED131 lines
devlikeapro
waha
Covers scope, safety, code style, verification and 2 more indexed patterns.
WAHA - WhatsApp HTTP API (REST API) that you can configure in a click! 3 engines: WEBJS (browser based), NOWEB (websocket nodejs), GOWS (websocket go)
- Stack
- TypeScript
- License
- Apache-2.0
- Commit
- 7e719d8
SOURCE VERIFIED110 lines
piku
piku
Covers testing, safety, code style, verification and 3 more indexed patterns.
The tiniest PaaS you've ever seen. Piku allows you to do git push deployments to your own servers.
- Stack
- Python
- License
- MIT
- Commit
- ca90545
SOURCE VERIFIED28 lines
SawyerHood
dev-browser
Covers testing, safety, verification, documentation.
A Claude Skill to give your agent the ability to use a web browser - SawyerHood/dev-browser
- Stack
- TypeScript
- License
- MIT
- Commit
- 73fe10f
SOURCE VERIFIED131 lines
aiogram
aiogram
Covers testing, scope, safety, code style and 4 more indexed patterns.
aiogram is a modern and fully asynchronous framework for Telegram Bot API written in Python using asyncio
- Stack
- Python
- License
- MIT
- Commit
- c1b0353
SOURCE VERIFIED83 lines
dcastil
tailwind-merge
Covers testing, safety, code style, verification and 3 more indexed patterns.
Merge Tailwind CSS classes without style conflicts - dcastil/tailwind-merge
- Stack
- TypeScript
- License
- MIT
- Commit
- 6491d32
SOURCE VERIFIED202 lines
android
camera-samples
Covers safety, code style, verification, Git workflow and 2 more indexed patterns.
Multiple samples showing the best practices in camera APIs on Android. - android/camera-samples
- Stack
- Kotlin
- License
- not specified
- Commit
- 71fcdcb
SOURCE VERIFIED59 lines
peaceiris
actions-gh-pages
Covers testing, scope, safety, code style and 4 more indexed patterns.
GitHub Actions for GitHub Pages 🚀 Deploy static files and publish your site easily. Static-Site-Generators-friendly. - peaceiris/actions-gh-pages
- Stack
- TypeScript
- License
- MIT
- Commit
- 09d8f31
SOURCE VERIFIED86 lines
bisq-network
bisq
Covers testing, scope, safety, code style and 2 more indexed patterns.
A decentralized bitcoin exchange network
- Stack
- Java
- License
- AGPL-3.0
- Commit
- e8ad421
SOURCE VERIFIED478 lines
wxxsfxyzm
InstallerX-Revived
Covers testing, scope, safety, code style and 4 more indexed patterns.
More Expressive InstallerX !
- Stack
- Kotlin
- License
- GPL-3.0
- Commit
- 221af84
SOURCE VERIFIED333 lines
kanbn
kan
Covers testing, scope, safety, code style and 3 more indexed patterns.
The open source Trello alternative
- Stack
- TypeScript
- License
- AGPL-3.0
- Commit
- 9ec4bed
SOURCE VERIFIED206 lines
anonaddy
anonaddy
Covers testing, scope, safety, code style and 4 more indexed patterns.
Anonymous email forwarding
- Stack
- PHP
- License
- AGPL-3.0
- Commit
- 23e6f0b
SOURCE VERIFIED128 lines
deanpeters
Product-Manager-Skills
Covers testing, scope, safety, code style and 4 more indexed patterns.
Product Management skills framework built on battle-tested methods for Claude Code, Cowork, Codex, and AI agents. - deanpeters/Product-Manager-Skills
- Stack
- Shell
- License
- not identifiable by github
- Commit
- 9971018
SOURCE VERIFIED33 lines
EpicenterHQ
epicenter
Covers testing, scope, safety, code style and 3 more indexed patterns.
Open-source, local-first apps
- Stack
- TypeScript
- License
- not identifiable by github
- Commit
- cb12bcc
SOURCE VERIFIED61 lines
thlorenz
doctoc
Covers testing, scope, safety, code style and 3 more indexed patterns.
📜 Generates table of contents for markdown files inside local git repository. Links are compatible with anchors generated by github or other sites.
- Stack
- JavaScript
- License
- MIT
- Commit
- 244e801
SOURCE VERIFIED27 lines
alibaba
fastjson2
Covers testing, code style, verification.
🚄 FASTJSON2 is a Java JSON library with excellent performance.
- Stack
- Java
- License
- Apache-2.0
- Commit
- f68fd88
SOURCE VERIFIED218 lines
komikku-app
komikku
Covers testing, safety, code style, verification and 3 more indexed patterns.
Free and open source manga reader for Android
- Stack
- Kotlin
- License
- Apache-2.0
- Commit
- 936e25b
SOURCE VERIFIED41 lines
solidSpoon
DashPlayer
Covers testing, scope, safety, code style and 4 more indexed patterns.
为英语学习者量身打造的视频播放器，助你通过观看视频、沉浸真实语境，轻松提升英语水平。#美剧 #播放器 #听力
- Stack
- TypeScript
- License
- AGPL-3.0
- Commit
- 8d9ec1d
SOURCE VERIFIED157 lines
zerebos
ghostty-config
Covers testing, scope, safety, code style and 3 more indexed patterns.
A beautiful config generator for Ghostty terminal. - zerebos/ghostty-config
- Stack
- TypeScript
- License
- Apache-2.0
- Commit
- e8830e8
SOURCE VERIFIED70 lines
fatfreecrm
fat_free_crm
Covers testing, scope, code style, verification and 2 more indexed patterns.
Ruby on Rails CRM platform
- Stack
- Other
- License
- not identifiable by github
- Commit
- a92d7d2
SOURCE VERIFIED134 lines
denoland
std
Covers testing, scope, safety, code style and 3 more indexed patterns.
The Deno Standard Library
- Stack
- TypeScript
- License
- MIT
- Commit
- ad7c87b
SOURCE VERIFIED66 lines
revolist
revogrid
Covers testing, safety, code style, verification and 1 more indexed patterns.
Powerful virtual data table smartsheet with advanced customization. Best features from excel plus incredible performance 🔋
- Stack
- TypeScript
- License
- MIT
- Commit
- 6f0eac7
SOURCE VERIFIED32 lines
isaac-sim
IsaacSim
Covers scope, safety, code style, verification.
NVIDIA Isaac Sim™ is an open-source application on NVIDIA Omniverse for developing, simulating, and testing AI-driven robots in realistic virtual environments. - isaac-sim/IsaacSim
- Stack
- Python
- License
- not identifiable by github
- Commit
- 9870150
SOURCE VERIFIED34 lines
connectbot
connectbot
Covers testing, scope, safety, code style and 3 more indexed patterns.
ConnectBot is the first SSH client for Android
- Stack
- Kotlin
- License
- Apache-2.0
- Commit
- 6109534
SOURCE VERIFIED69 lines
intel
pcm
Covers verification, Git workflow, documentation.
Intel® Performance Counter Monitor (Intel® PCM)
- Stack
- C++
- License
- BSD-3-Clause
- Commit
- c284f14
SOURCE VERIFIED222 lines
pgmpy
pgmpy
Covers testing, scope, safety, code style and 3 more indexed patterns.
Python Toolkit for Causal and Probabilistic Reasoning
- Stack
- Python
- License
- MIT
- Commit
- b24b858
SOURCE VERIFIED132 lines
InvoicePlane
InvoicePlane
Covers testing, scope, safety, code style and 4 more indexed patterns.
A self-hosted open source application for managing your invoices, clients and payments.
- Stack
- PHP
- License
- not identifiable by github
- Commit
- 94ff0a9
SOURCE VERIFIED253 lines
pinecone-io
examples
Covers testing, safety, code style, verification and 1 more indexed patterns.
Jupyter Notebooks to help you get hands-on with Pinecone vector databases - pinecone-io/examples
- Stack
- Jupyter Notebook
- License
- MIT
- Commit
- fce762d
SOURCE VERIFIED175 lines
power721
alist-tvbox
Covers testing, scope, safety, code style and 4 more indexed patterns.
AList proxy server for TvBox, support playlist and search. - power721/alist-tvbox
- Stack
- Java
- License
- not specified
- Commit
- 329a625
SOURCE VERIFIED148 lines
jay3-yy
BiliPai
Covers testing, safety, code style, verification and 2 more indexed patterns.
原生、纯净、可扩展 —— 重新定义你的 B 站体验
- Stack
- Kotlin
- License
- not identifiable by github
- Commit
- e27f11b
SOURCE VERIFIED150 lines
codigoencasa
builderbot
Covers testing, scope, safety, code style and 3 more indexed patterns.
🤖 Crear Chatbot WhatsApp en minutos. Únete a este proyecto OpenSource
- Stack
- TypeScript
- License
- MIT
- Commit
- 180fd84
SOURCE VERIFIED430 lines
microsoft
Generative-AI-for-beginners-dotnet
Covers testing, scope, safety, code style and 3 more indexed patterns.
Five lessons, learn how to really apply AI to your .NET Applications - microsoft/Generative-AI-for-beginners-dotnet
- Stack
- C#
- License
- MIT
- Commit
- 196e3a7
SOURCE VERIFIED54 lines
edrlab
thorium-reader
Covers scope, safety, code style, verification and 1 more indexed patterns.
A cross platform desktop reading app, based on the Readium Desktop toolkit - edrlab/thorium-reader
- Stack
- TypeScript
- License
- BSD-3-Clause
- Commit
- 3a2b149
SOURCE VERIFIED29 lines
yoshiko-pg
difit
Covers testing, scope, safety, code style and 4 more indexed patterns.
A lightweight command-line tool that spins up a local web server to display Git commit diffs in a GitHub-like Files changed view - yoshiko-pg/difit
- Stack
- TypeScript
- License
- MIT
- Commit
- ec78ab7
SOURCE VERIFIED39 lines
github
copilot-cli-for-beginners
Covers testing, safety, verification, Git workflow and 1 more indexed patterns.
Learn how to get started using the GitHub Copilot CLI! - github/copilot-cli-for-beginners
- Stack
- Other
- License
- MIT
- Commit
- e17a4d2
SOURCE VERIFIED545 lines
lovasoa
whitebophir
Covers testing, scope, safety, code style and 2 more indexed patterns.
Online collaborative Whiteboard that is simple, free, easy to use and to deploy
- Stack
- JavaScript
- License
- AGPL-3.0
- Commit
- 1c7631e
SOURCE VERIFIED369 lines
open-mpi
ompi
Covers testing, scope, safety, code style and 4 more indexed patterns.
Open MPI main development repository
- Stack
- C
- License
- not identifiable by github
- Commit
- a58d7df
SOURCE VERIFIED183 lines
jolibrain
deepdetect
Covers testing, scope, safety, code style and 1 more indexed patterns.
Deep Learning Server and CLI for Torch and TensorRT
- Stack
- C++
- License
- not identifiable by github
- Commit
- ab6a02a
SOURCE VERIFIED101 lines
FullAgent
fulling
Covers testing, scope, safety, code style and 2 more indexed patterns.
Fulling is an AI-powered Full-stack Engineer Agent. Built with Next.js, Claude, shadcn/ui, and PostgreSQL. Use kubernetes as infra.
- Stack
- TypeScript
- License
- MIT
- Commit
- 4b1e5ad
SOURCE VERIFIED75 lines
walkinglabs
hands-on-modern-rl
Covers scope, safety, code style, verification and 2 more indexed patterns.
🚀 An open-source, hands-on curriculum bridging the gap from basic RL concepts to LLM alignment, RLVR, and advanced Agentic systems. - walkinglabs/hands-on-modern-rl
- Stack
- Python
- License
- not identifiable by github
- Commit
- 7c0372d
SOURCE VERIFIED50 lines
brianlovin
briOS
Covers scope, safety, code style, verification and 2 more indexed patterns.
My personal website
- Stack
- TypeScript
- License
- not specified
- Commit
- e118f27
SOURCE VERIFIED373 lines
seagle0128
.emacs.d
Covers testing, scope, safety, code style and 2 more indexed patterns.
Centaur Emacs - A Fancy and Fast Emacs Configuration
- Stack
- Emacs Lisp
- License
- GPL-3.0
- Commit
- f04db79
SOURCE VERIFIED141 lines
zhaohongxuan
obsidian-weread-plugin
Covers testing, safety, code style, verification and 3 more indexed patterns.
Obsidian Weread Plugin is a plugin to sync Weread(微信读书) hightlights and annotations into your Obsidian Vault. - zhaohongxuan/obsidian-weread-plugin
- Stack
- TypeScript
- License
- MIT
- Commit
- 5d3b421
SOURCE VERIFIED251 lines
scaffold-eth
scaffold-eth-2
Covers testing, scope, safety, code style and 3 more indexed patterns.
Open source forkable Ethereum dev stack
- Stack
- TypeScript
- License
- MIT
- Commit
- 78ed3e8