⚡ Executive Summary & Quick Facts
Authoritative Sourcexorq is xorq is an open-source project written in Python: The ledger for agentic data work..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), xorq-labs/xorq has accumulated 558 GitHub stars and 40 forks. It is written in Python, licensed under Apache-2.0, and ranks #11,886 globally. It is actively maintained with the latest commit recorded on Nov 13, 2026.”
| Repository | xorq-labs/xorq ↗ |
|---|---|
| Primary Category | agents |
| Language & Stack | Python |
| Software License | Apache-2.0 |
| Community Traction | ★ 558 stars · ⑂ 40 forks · #11,886 globally |
| Maintenance | ● Active (Last commit: Nov 13, 2026) · 195 open issues |
| Target Audience | Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 93/100 · Grade A+Yes, xorq is actively maintained. Continuous telemetry recorded the last code commit on Nov 13, 2026 (0 days ago). Supported by 558 stars and 40 community forks, this repository holds a calculated health index of 93/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
Star History
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+14
STARS · LAST 30 DAYS
1
PER DAY
#1,649
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +14 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
xorq gained 14 stars in the last 30 days, about 1 a day, and now has 558. It is about 3 years old and has averaged roughly 186 stars a year. It ranks #1,649 among Python repositories and #11,886 across all languages on GitHubRepo.
Trending Record
2
DAYS ON TRENDING
#15233
BEST RANK
Nov 13, 2026
FIRST APPEARANCE
Active
STATUS TODAY
xorq has maintained a continuous presence across global trending indexes, peaking at #15233. Below is the 30-day activity profile:
💡 Overview
xorq is an open-source project written in Python: The ledger for agentic data work.
Engineered for speed, consistency, and developer ease, it solves common hurdles in agents, context-layer, data-agents. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
⚡ Key Features
Optimized execution pipeline written in Python for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
📥 Installation
$ pip install xorq⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
xorq coordinates its core functionality through a modular Python pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.
🎯 Production Use Cases
Autonomous AI Agents
Orchestrate intelligent workflows and tool-calling routines with xorq.
Model Inference & Prompting
Integrate fast, local or cloud-hosted generative AI models directly into production code.
Context Memory & RAG
Augment language models with dynamic vector retrieval and structured project memory.
Developer Productivity
Automate repetitive engineering tasks, code generation, and test creation using AI agents.
🚀 Getting Started
Install xorq using your package manager: `pip install xorq`
Initialize your project workspace or configuration file for xorq.
Import xorq into your codebase or invoke it directly from your terminal.
Execute your test suite or run `xorq --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
xorq-labs/xorq is currently ranked #11,886 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #11,878 | laminas/laminas-diactoros | PHP | ★ 559 | Compare ↗ |
| #11,878 | kurtosis-tech/kurtosis | Go | ★ 559 | Compare ↗ |
| #11,878 | pinloop-ai/pinloop-cli | TypeScript | ★ 559 | Compare ↗ |
| #11,878 | oriveo/oriveo | Swift | ★ 559 | Compare ↗ |
| #11,878 | jerryjliu/docjev | Python | ★ 559 | Compare ↗ |
| #11,886 | xorq-labs/xorq This Project | Python | ★ 558 | |
| #11,886 | sous-chefs/nginx | Ruby | ★ 558 | Compare ↗ |
| #11,886 | tuxor1337/hidetopbar | JavaScript | ★ 558 | Compare ↗ |
| #11,886 | symfony/recipes-contrib | PHP | ★ 558 | Compare ↗ |
| #11,886 | jondgoodwin/cone | C | ★ 558 | Compare ↗ |
| #11,886 | google/llvm-propeller | C++ | ★ 558 | Compare ↗ |
Frequently Asked Questions
What does xorq do? +
The ledger for agentic data work.
Is xorq actively maintained in 2026? +
Yes, xorq is actively maintained. The latest code push was recorded on Nov 13, 2026 (0 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 558 stars and 195 open issues.
What language is xorq written in? +
The primary language is Python. Topics include: agents, context-layer, data-agents, data-transformation, memory.
How many stars does xorq have? +
xorq has 558 stars and 40 forks on GitHub.
How does xorq rank among GitHub repositories? +
With 558 stars, xorq-labs/xorq is ranked #11,886 globally across all repositories tracked on GitHubRepo and #1,649 among Python projects.
What license is xorq distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
