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angel291592/Intent-Router

Intent compiler for AI agents — converges vague requests into typed IntentSpec contracts (probe, ask, or halt before routing), the input layer for routers and typed-decision models like Jev & Laya

Python ◇ agent-skills MIT

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★239STARS

⑂26FORKS

!2ISSUES

🏆#5,225GLOBAL RANK

🔥4DAYS TRENDING

🚀

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Star History

Continuous Observations

Interactive star growth chart for angel291592/Intent-Router

Momentum

+10

STARS · LAST 30 DAYS

PER DAY

#631

MOST-STARRED Python

Window	7 days	30 days	90 days
Stars gained	+7	+10	+90
Per day	1	1	1
Forks gained	+1	+3	+10

Intent-Router gained 10 stars in the last 30 days, about 1 a day, and now has 239. It is about 1 year old and has averaged roughly 239 stars a year. It ranks #631 among Python repositories and #5,225 across all languages on GitHubRepo.

Trending Record

Intent-Router has maintained a continuous presence across global trending indexes, peaking at #84. Below is the 30-day activity profile:

💡 Overview

Intent-Router is an open-source project written in Python: Intent compiler for AI agents — converges vague requests into typed IntentSpec contracts (probe, ask, or halt before routing), the input layer for routers and typed-decision models like Jev & Laya.

Engineered for speed, consistency, and developer ease, it solves common hurdles in agent-skills, agentic, ai-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

terminal

$ pip install Intent-Router

$ pip install Intent-Router # or: brew install Intent-Router

> pip install Intent-Router

⚙ System Requirements

Platforms

• macOS
• Linux
• Windows

Runtime & Dependencies

Python >= 3.9, pip, virtualenv

Architecture

x86_64, ARM64 (Apple Silicon & Graviton)

🧠 How It Works

Intent-Router 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 Intent-Router.

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 Intent-Router using your package manager: `pip install Intent-Router`

Initialize your project workspace or configuration file for Intent-Router.

Import Intent-Router into your codebase or invoke it directly from your terminal.

Execute your test suite or run `Intent-Router --help` to verify successful setup.

👍 Strengths

Active community backing with 108 GitHub stars and verified adoption.

Permissive open-source distribution under the MIT license.

Built in Python for high execution speed and developer familiarity.

Cross-platform compatibility across modern Linux, macOS, and Windows environments.

Clean modular design allowing flexible configuration and pipeline integration.

⚠️ Considerations

Requires familiarity with Python and modern CLI workflows.

Ecosystem extensions may require manual configuration depending on environment constraints.

Active development roadmap means breaking API changes may occur across major versions.

⇄ Alternatives & Direct Competitors

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The agent that grows with you

Compare ↗

👥 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

angel291592/Intent-Router is currently ranked #5,225 by stars across every repository tracked on GitHubRepo. These are adjacent projects:

Rank	Repository	Language	Stars	Action
#5,218	JetBrains/qodana-cli	Go	★ 240	Compare ↗
#5,218	bitbound/ControlR	C#	★ 240	Compare ↗
#5,218	mytechnotalent/Hacking-Rust	Rust	★ 240	Compare ↗
#5,218	MindustryTool/MindustryToolMod	Java	★ 240	Compare ↗
#5,218	MakD/AFinity	Kotlin	★ 240	Compare ↗
#5,225	angel291592/Intent-Router This Project	Python	★ 239
#5,225	oroinc/platform-application	PHP	★ 239	Compare ↗
#5,225	mapasculturais/mapasculturais	PHP	★ 239	Compare ↗
#5,225	finos/waltz	Java	★ 239	Compare ↗
#5,225	nix-community/tree-sitter-nix	JavaScript	★ 239	Compare ↗
#5,225	adrian-thurston/colm-suite	C++	★ 239	Compare ↗

Frequently Asked Questions

What does Intent-Router do? +

Intent compiler for AI agents — converges vague requests into typed IntentSpec contracts (probe, ask, or halt before routing), the input layer for routers and typed-decision models like Jev & Laya

What language is Intent-Router written in? +

The primary language is Python. Topics include: agent-skills, agentic, ai-agents, clarification, claude-code.

Is Intent-Router actively maintained? +

Yes, the last recorded push was on Sep 28, 2026 with 2 open issues being tracked.

How many stars does Intent-Router have? +

Intent-Router has 239 stars and 26 forks on GitHub.

How does Intent-Router rank among GitHub repositories? +

With 239 stars, angel291592/Intent-Router is ranked #5,225 globally across all repositories tracked on GitHubRepo and #631 among Python projects.

What license is Intent-Router distributed under? +

The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.

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💼

LinkedIn

Why Intent-Router is replacing paid subscriptions for engineering teams

Stop paying $50+/month for locked SaaS tools.

Over 239 developers have starred angel291592/Intent-Router, an impressive Python open-source project designed to Intent compiler for AI agents converges vague requests into typed IntentSpec contracts (probe, ask, or halt before routing), the input layer for routers and typed-decision models like Jev & Laya.

Key Engineering Advantages:
• 100% Local-First: Complete data privacy with zero tracking or telemetry.
• Zero Subscription Costs: No paywalls, per-seat fees, or API markups.
• Complete Customization: Native open-source architecture you can fork, inspect, and deploy anywhere.
• Proven Adoption: 239 GitHub stars and 26 forks.

If you're looking to streamline your engineering workflows without ballooning software expenses, this is worth checking out.

👉 Full star velocity and architectural report: https://githubrepo.cloud/repo/angel291592/Intent-Router
⭐ GitHub Repository: https://github.com/angel291592/Intent-Router

#OpenSource #SoftwareEngineering #DeveloperTools #Tech #Programming #Python

🤖

Reddit (r/opensource, r/webdev, r/selfhosted)

Show r/opensource: Intent-Router – A free, self-hosted tool that lets you Intent compiler for AI agents converges vague requests into typed IntentSpec contracts (probe, ask, or halt before routing), the input layer for routers and typed-decision models like Jev & Laya

Hey everyone,

I wanted to share an interesting open-source project called **Intent-Router** (https://github.com/angel291592/Intent-Router) that has been picking up heavy momentum lately (239 stars).

### What problem does it solve?
Many existing tools in this domain require expensive cloud plans or store your data on third-party servers. Intent-Router was built with a local-first philosophy, allowing developers to Intent compiler for AI agents converges vague requests into typed IntentSpec contracts (probe, ask, or halt before routing), the input layer for routers and typed-decision models like Jev & Laya without recurring subscription costs or privacy compromises.

### Tech Stack & Details:
- **Language:** Python
- **License:** MIT
- **GitHub:** [angel291592/Intent-Router](https://github.com/angel291592/Intent-Router)
- **Live Star Momentum Tracker:** [https://githubrepo.cloud/repo/angel291592/Intent-Router](https://githubrepo.cloud/repo/angel291592/Intent-Router)

Has anyone here tested this in production or integrated it into existing pipelines? Would love to hear your experience and feedback!

🟧

Hacker News (Show HN)

Show HN: Intent-Router – Intent compiler for AI agents converges vague requests into typed I...

Hi HN,

Intent-Router is an open-source Python project designed to Intent compiler for AI agents converges vague requests into typed IntentSpec contracts (probe, ask, or halt before routing), the input layer for routers and typed-decision models like Jev & Laya.

Rather than relying on closed cloud endpoints, it executes locally on your own machine, providing predictable latency, total privacy, and full control.

Repository: https://github.com/angel291592/Intent-Router
Documentation & Metrics: https://githubrepo.cloud/repo/angel291592/Intent-Router

Feedback and PRs are welcome.

✍️

Dev.to / Hashnode Tags: opensource, python, devtools, webdev

This GitHub repo replaces a $50 a month tool! Stop paying expensive software subscriptions. Meet Intent-Router (239 GitHub Stars)

---
title: This GitHub repo replaces a $50 a month tool! Stop paying expensive software subscriptions. Meet Intent-Router
published: true
tags: opensource, python, devtools, programming
---

## Stop Paying Software Subscriptions For This

Finding high-quality, production-ready open source alternatives to expensive proprietary software can save engineering teams thousands of dollars every year.

Today, we're looking at **[angel291592/Intent-Router](https://github.com/angel291592/Intent-Router)**, a rapidly rising repository with **239 GitHub stars** and **26 forks**.

### What is Intent-Router?

> Intent compiler for AI agents converges vague requests into typed IntentSpec contracts (probe, ask, or halt before routing), the input layer for routers and typed-decision models like Jev & Laya

Written in **Python**, Intent-Router runs directly on your local workstation or private server, keeping your data secure and eliminating recurring license fees.

### Key Highlights
- **High Performance:** Lightweight, reliable, and built in Python.
- **Privacy & Security:** Complete ownership of your environment and data.
- **Growing Momentum:** Ranked **#5,225** globally across tracked repositories on [GitHubRepo](https://githubrepo.cloud/repo/angel291592/Intent-Router).

### Quick Start
To get started locally:

```bash
git clone https://github.com/angel291592/Intent-Router.git
cd Intent-Router
```

Check out the full repository and star history analytics here:
- **GitHub:** [angel291592/Intent-Router](https://github.com/angel291592/Intent-Router)
- **Star Velocity Tracker:** [Intent-Router on GitHubRepo.cloud](https://githubrepo.cloud/repo/angel291592/Intent-Router)

𝕏

X / Twitter Communities

Thread / Community Post for Intent-Router

Developers are sleeping on this GitHub repo 👇

angel291592/Intent-Router (239 ⭐) replaces expensive monthly software subscriptions with 100% free open source code.

⚡ What it does: Intent compiler for AI agents converges vague requests into typed IntentSpec contracts (probe, ask, or halt before routing), the input layer for routers and typed-decision models like Jev & Laya
💻 Built with: Python
🔒 100% local execution & privacy

Check live star velocity and benchmarks:
https://githubrepo.cloud/repo/angel291592/Intent-Router

#opensource #developer #coding #tech #programming

🧵

Threads Topics

Topic Discussion: Open Source & Developer Tools

This GitHub repo replaces a $50/month tool! 🚀

If you want to save hours of manual work and stop paying subscriptions, check out angel291592/Intent-Router.

It already has over 239 stars and lets you Intent compiler for AI agents converges vague requests into typed IntentSpec contracts (probe, ask, or halt before routing), the input layer for routers and typed-decision models like Jev & Laya.

Drop a comment if you've tried it, or check the full star momentum report:
https://githubrepo.cloud/repo/angel291592/Intent-Router

From our network

angel291592/Intent-Router

Star History

Momentum

Trending Record

💡 Overview

⚡ Key Features

📥 Installation

⚙ System Requirements

Platforms

Runtime & Dependencies

Architecture

🧠 How It Works

🎯 Production Use Cases

Autonomous AI Agents

Model Inference & Prompting

Context Memory & RAG

Developer Productivity

🚀 Getting Started

👍 Strengths

⚠️ Considerations

⇄ Alternatives & Direct Competitors

👥 Who Should Use This

🏆 Nearby in the Rankings

Frequently Asked Questions

Claim this repository

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