Compile organizational policy into verifiable decision training data.
⚡ Executive Summary & Quick Facts
Authoritative Sourcedecision-forge is decision-forge is an open-source project written in Python: Compile organizational policy into verifiable decision training data..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), Juneo-Lab/decision-forge has accumulated 144 GitHub stars and 35 forks. It is written in Python, licensed under Apache-2.0, and ranks #20,914 globally. It is actively maintained with the latest commit recorded on Nov 8, 2026.”
| Repository | Juneo-Lab/decision-forge ↗ |
|---|---|
| Primary Category | ai agents |
| Language & Stack | Python |
| Software License | Apache-2.0 |
| Community Traction | ★ 144 stars · ⑂ 35 forks · #20,914 globally |
| Maintenance | ● Active (Last commit: Nov 8, 2026) · 17 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, decision-forge is actively maintained. Continuous telemetry recorded the last code commit on Nov 8, 2026 (1 days ago). Supported by 144 stars and 35 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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+10
STARS · LAST 30 DAYS
1
PER DAY
#2,745
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 |
decision-forge gained 10 stars in the last 30 days, about 1 a day, and now has 144. It is about 1 year old and has averaged roughly 144 stars a year. It ranks #2,745 among Python repositories and #20,914 across all languages on GitHubRepo.
Trending Record
2
DAYS ON TRENDING
#20299
BEST RANK
Nov 8, 2026
FIRST APPEARANCE
Active
STATUS TODAY
decision-forge has maintained a continuous presence across global trending indexes, peaking at #20299. Below is the 30-day activity profile:
💡 Overview
decision-forge is an open-source project written in Python: Compile organizational policy into verifiable decision training data.
Engineered for speed, consistency, and developer ease, it solves common hurdles in ai-agents, data-provenance, decision-data. 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 decision-forge⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
decision-forge 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 decision-forge.
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 decision-forge using your package manager: `pip install decision-forge`
Initialize your project workspace or configuration file for decision-forge.
Import decision-forge into your codebase or invoke it directly from your terminal.
Execute your test suite or run `decision-forge --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
Juneo-Lab/decision-forge is currently ranked #20,914 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #20,846 | crabtalk/cydonia | Rust | ★ 145 | Compare ↗ |
| #20,846 | carlelieser/yuki | Kotlin | ★ 145 | Compare ↗ |
| #20,846 | nexscope-ai/ecommerce-ai-tools | JavaScript | ★ 145 | Compare ↗ |
| #20,846 | GabrielTaiga/Taiga-Launcher-for-Steam | JavaScript | ★ 145 | Compare ↗ |
| #20,846 | Huy-Quang-Dao/instantTrack | Python | ★ 145 | Compare ↗ |
| #20,914 | Juneo-Lab/decision-forge This Project | Python | ★ 144 | |
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| #20,914 | shuber/sortable | Ruby | ★ 144 | Compare ↗ |
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Frequently Asked Questions
What does decision-forge do? +
Compile organizational policy into verifiable decision training data.
Is decision-forge actively maintained in 2026? +
Yes, decision-forge is actively maintained. The latest code push was recorded on Nov 8, 2026 (1 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 144 stars and 17 open issues.
What language is decision-forge written in? +
The primary language is Python. Topics include: ai-agents, data-provenance, decision-data, fine-tuning, llm.
How many stars does decision-forge have? +
decision-forge has 144 stars and 35 forks on GitHub.
How does decision-forge rank among GitHub repositories? +
With 144 stars, Juneo-Lab/decision-forge is ranked #20,914 globally across all repositories tracked on GitHubRepo and #2,745 among Python projects.
What license is decision-forge distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
