compdemocracy/polis
:milky_way: Open Source AI for large scale open ended feedback
⚡ Executive Summary & Quick Facts
Authoritative Sourcepolis is polis is an open-source project written in Python: :milky_way: Open Source AI for large scale open ended feedback..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), compdemocracy/polis has accumulated 1,221 GitHub stars and 265 forks. It is written in Python, licensed under AGPL-3.0, and ranks #6,756 globally. It is actively maintained with the latest commit recorded on Oct 25, 2026.”
| Repository | compdemocracy/polis ↗ |
|---|---|
| Primary Category | civic tech |
| Language & Stack | Python |
| Software License | AGPL-3.0 |
| Community Traction | ★ 1.2K stars · ⑂ 265 forks · #6,756 globally |
| Maintenance | ● Active (Last commit: Oct 25, 2026) · 415 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: 92/100 · Grade AYes, polis is actively maintained. Continuous telemetry recorded the last code commit on Oct 25, 2026 (7 days ago). Supported by 1,221 stars and 265 community forks, this repository holds a calculated health index of 92/100, reflecting very active (commits within last 14 days) and active community feedback (415 open).
Star History
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+31
STARS · LAST 30 DAYS
1
PER DAY
#959
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +31 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +5 | +13 |
polis gained 31 stars in the last 30 days, about 1 a day, and now has 1.2K. It is about 10 years old and has averaged roughly 122 stars a year. It ranks #959 among Python repositories and #6,756 across all languages on GitHubRepo.
Trending Record
20
DAYS ON TRENDING
#6299
BEST RANK
Oct 12, 2026
FIRST APPEARANCE
Active
STATUS TODAY
polis has maintained a continuous presence across global trending indexes, peaking at #6299. Below is the 30-day activity profile:
💡 Overview
polis is an open-source project written in Python: :milky_way: Open Source AI for large scale open ended feedback.
Engineered for speed, consistency, and developer ease, it solves common hurdles in civic-tech, data-science, deliberative-democracy. 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 polis⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
polis 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 polis 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 AGPL-3.0 license.
🚀 Getting Started
Install polis using your package manager: `pip install polis`
Initialize your project workspace or configuration file for polis.
Import polis into your codebase or invoke it directly from your terminal.
Execute your test suite or run `polis --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
compdemocracy/polis is currently ranked #6,756 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #6,751 | tcurdt/iProxy | C | ★ 1.2K | Compare ↗ |
| #6,751 | dethrace-labs/dethrace | C | ★ 1.2K | Compare ↗ |
| #6,751 | suzuki-shunsuke/pinact | Go | ★ 1.2K | Compare ↗ |
| #6,751 | anthropics/anthropic-sdk-go | Go | ★ 1.2K | Compare ↗ |
| #6,755 | antirez/smaz | C | ★ 1.2K | Compare ↗ |
| #6,756 | compdemocracy/polis This Project | Python | ★ 1.2K | |
| #6,756 | Ryoku-dev/ryoku | QML | ★ 1.2K | Compare ↗ |
| #6,758 | sirixdb/sirix | Java | ★ 1.2K | Compare ↗ |
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| #6,758 | ycdxsb/PocOrExp_in_Github | Python | ★ 1.2K | Compare ↗ |
| #6,758 | wy-coliney/jev-browser-use | JavaScript | ★ 1.2K | Compare ↗ |
Frequently Asked Questions
What does polis do? +
:milky_way: Open Source AI for large scale open ended feedback
Is polis actively maintained in 2026? +
Yes, polis is actively maintained. The latest code push was recorded on Oct 25, 2026 (7 days ago). It holds a calculated Maintenance Health Score of 92/100 (A rating) with 1,221 stars and 415 open issues.
What language is polis written in? +
The primary language is Python. Topics include: civic-tech, data-science, deliberative-democracy, participatory-democracy.
How many stars does polis have? +
polis has 1,221 stars and 265 forks on GitHub.
How does polis rank among GitHub repositories? +
With 1,221 stars, compdemocracy/polis is ranked #6,756 globally across all repositories tracked on GitHubRepo and #959 among Python projects.
What license is polis distributed under? +
The repository reports a AGPL-3.0 license. Always verify the repository LICENSE file for legal terms.
