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
PATTERN INDEX / DOCUMENTATION
Documentation rules in real AGENTS.md files.
Pointers to architecture, contribution, and operational context. This page indexes 79 fixed sources containing that observable pattern without claiming it improves agent performance.
- 79
- fixed sources
- 78
- 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 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 VERIFIED21 lines
Datadog
stratus-red-team
Twenty-one lines that focus entirely on creating and testing attack techniques.
Granular adversary emulation for cloud environments.
- Stack
- Go
- License
- Apache-2.0
- Commit
- 52db2f8
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 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 VERIFIED86 lines
Caldis
Mos
Covers testing, code style, Git workflow, documentation.
一个用于在 macOS 上平滑你的鼠标滚动效果或单独设置滚动方向的小工具, 让你的滚轮爽如触控板 | A lightweight tool used to smooth scrolling and set scroll direction independently for your mouse on macOS
- Stack
- Swift
- License
- not identifiable by github
- Commit
- 5dfb236
SOURCE VERIFIED78 lines
iDvel
rime-ice
Covers scope, code style, documentation.
Rime 配置：雾凇拼音 | 长期维护的简体词库
- Stack
- Lua
- License
- GPL-3.0
- Commit
- 846e5fc
SOURCE VERIFIED19 lines
wkentaro
labelme
Covers code style, documentation.
Image annotation with Python. Supports polygon, rectangle, circle, line, point, and AI-assisted annotation.
- Stack
- Python
- License
- GPL-3.0
- Commit
- 73d25ef
SOURCE VERIFIED56 lines
alshedivat
al-folio
Covers testing, safety, code style, Git workflow and 1 more indexed patterns.
A beautiful, simple, clean, and responsive Jekyll theme for academics - alshedivat/al-folio
- Stack
- HTML
- License
- MIT
- Commit
- d755f8d
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 VERIFIED24 lines
simonw
llm
Covers testing, documentation.
Access large language models from the command-line
- Stack
- Python
- License
- Apache-2.0
- Commit
- 0392226
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 VERIFIED151 lines
sirmalloc
ccstatusline
Covers testing, scope, safety, code style and 2 more indexed patterns.
🚀 Beautiful highly customizable statusline for Claude Code CLI with powerline support, themes, and more.
- Stack
- TypeScript
- License
- MIT
- Commit
- 1af051e
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 VERIFIED134 lines
frenck
awesome-home-assistant
Covers scope, safety, code style, Git workflow and 2 more indexed patterns.
A curated list of amazingly awesome Home Assistant resources. - frenck/awesome-home-assistant
- Stack
- Python
- License
- CC-BY-4.0
- Commit
- 1d623b2
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 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 VERIFIED147 lines
mui
mui-x
Covers testing, scope, safety, code style and 1 more indexed patterns.
MUI X: Build complex and data-rich applications using a growing list of advanced React components, like the Data Grid, Date and Time Pickers, Charts, and more! - mui/mui-x
- Stack
- TypeScript
- License
- not specified
- Commit
- d5f52cd
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 VERIFIED121 lines
remeda
remeda
Covers testing, scope, safety, code style and 3 more indexed patterns.
A utility library for JavaScript and TypeScript
- Stack
- TypeScript
- License
- MIT
- Commit
- 465991f
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 VERIFIED78 lines
cberner
redb
Covers testing, safety, code style, Git workflow and 1 more indexed patterns.
An embedded key-value database in pure Rust
- Stack
- Rust
- License
- Apache-2.0
- Commit
- fe01411
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 VERIFIED51 lines
esm-dev
esm.sh
Covers testing, scope, documentation.
A no-build JavaScript CDN for modern web development. - esm-dev/esm.sh
- Stack
- Go
- License
- MIT
- Commit
- da07c14
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 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 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 VERIFIED28 lines
patrykandpatrick
vico
Covers testing, safety, Git workflow, documentation.
A powerful and extensible chart library for Compose Multiplatform.
- Stack
- Kotlin
- License
- Apache-2.0
- Commit
- 1451343
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 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 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 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 VERIFIED121 lines
c-ares
c-ares
Covers testing, safety, code style, Git workflow and 1 more indexed patterns.
A C library for asynchronous DNS requests
- Stack
- C
- License
- MIT
- Commit
- 589b588
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 VERIFIED40 lines
evennia
evennia
Covers testing, scope, code style, Git workflow and 2 more indexed patterns.
Python MUD/MUX/MUSH/MU* development system
- Stack
- Python
- License
- BSD-3-Clause
- Commit
- 0c677ae
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