GongZhiren/State-of-Thought
[NeurIPS 2026] State of Thought Enables Endogenous Reasoning
⚡ Executive Summary & Quick Facts
Authoritative SourceState-of-Thought is State-of-Thought is an open-source project written in Python: [NeurIPS 2026] State of Thought Enables Endogenous Reasoning..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), GongZhiren/State-of-Thought has accumulated 152 GitHub stars and 2 forks. It is written in Python, licensed under MIT, and ranks #19,910 globally. It is actively maintained with the latest commit recorded on Oct 6, 2026.”
| Repository | GongZhiren/State-of-Thought ↗ |
|---|---|
| Primary Category | large language models |
| Language & Stack | Python |
| Software License | MIT |
| Community Traction | ★ 152 stars · ⑂ 2 forks · #19,910 globally |
| Maintenance | ● Active (Last commit: Oct 6, 2026) · 0 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: 88/100 · Grade AYes, State-of-Thought is actively maintained. Continuous telemetry recorded the last code commit on Oct 6, 2026 (29 days ago). Supported by 152 stars and 2 community forks, this repository holds a calculated health index of 88/100, reflecting regular maintenance (29 days ago) and healthy issue cadence.
Star History
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+47
STARS · LAST 30 DAYS
2
PER DAY
#2,578
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +47 | +47 | +180 |
| Per day | 7 | 2 | 2 |
| Forks gained | +1 | +1 | +10 |
State-of-Thought gained 47 stars in the last 30 days, about 2 a day, and now has 152. It is about 1 year old and has averaged roughly 152 stars a year. It ranks #2,578 among Python repositories and #19,910 across all languages on GitHubRepo.
Trending Record
32
DAYS ON TRENDING
#1322
BEST RANK
Oct 2, 2026
FIRST APPEARANCE
Active
STATUS TODAY
State-of-Thought has maintained a continuous presence across global trending indexes, peaking at #1322. Below is the 30-day activity profile:
💡 Overview
State-of-Thought is an open-source project written in Python: [NeurIPS 2026] State of Thought Enables Endogenous Reasoning.
Engineered for speed, consistency, and developer ease, it solves common hurdles in large-language-models, reasoning, test-time-compute. 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 State-of-Thought⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
State-of-Thought 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
Production System Integration
Embed State-of-Thought into Python backend services to handle core application logic.
CI/CD Automated Pipelines
Run automated validation, builds, and integration suites during deployments.
Developer Tooling & Workflows
Accelerate developer onboarding with pre-configured project utilities.
Open Source Extension
Fork and customize internal modules under the repository's open MIT license.
🚀 Getting Started
Install State-of-Thought using your package manager: `pip install State-of-Thought`
Initialize your project workspace or configuration file for State-of-Thought.
Import State-of-Thought into your codebase or invoke it directly from your terminal.
Execute your test suite or run `State-of-Thought --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
GongZhiren/State-of-Thought is currently ranked #19,910 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #19,860 | js713-lab/sonic-match-mcp | Python | ★ 153 | Compare ↗ |
| #19,860 | blixvip/easyedit | Python | ★ 153 | Compare ↗ |
| #19,860 | stonith404/umpteenth | Go | ★ 153 | Compare ↗ |
| #19,860 | leonvanzyl/cubefarm | TypeScript | ★ 153 | Compare ↗ |
| #19,860 | semrincaballero/Polymarket-Prediction-Bot | Python | ★ 153 | Compare ↗ |
| #19,910 | GongZhiren/State-of-Thought This Project | Python | ★ 152 | |
| #19,910 | ph7/selenium-client | Ruby | ★ 152 | Compare ↗ |
| #19,910 | copiousfreetime/hitimes | Ruby | ★ 152 | Compare ↗ |
| #19,910 | sandipransing/rails_tiny_mce | Ruby | ★ 152 | Compare ↗ |
| #19,910 | pepijndevos/PyMouse | Python | ★ 152 | Compare ↗ |
| #19,910 | deepthawtz/faker | Python | ★ 152 | Compare ↗ |
Frequently Asked Questions
What does State-of-Thought do? +
[NeurIPS 2026] State of Thought Enables Endogenous Reasoning
Is State-of-Thought actively maintained in 2026? +
Yes, State-of-Thought is actively maintained. The latest code push was recorded on Oct 6, 2026 (29 days ago). It holds a calculated Maintenance Health Score of 88/100 (A rating) with 152 stars and 0 open issues.
What language is State-of-Thought written in? +
The primary language is Python. Topics include: large-language-models, reasoning, test-time-compute.
How many stars does State-of-Thought have? +
State-of-Thought has 152 stars and 2 forks on GitHub.
How does State-of-Thought rank among GitHub repositories? +
With 152 stars, GongZhiren/State-of-Thought is ranked #19,910 globally across all repositories tracked on GitHubRepo and #2,578 among Python projects.
What license is State-of-Thought distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
