ReflexioAI/reflexio
Make your agents improve themselves. Reflexio is an AI agent self-improvement harness that enables your AI agents to continuously learn from real user interactions.
Star History
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+10
STARS · LAST 30 DAYS
1
PER DAY
#770
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 |
reflexio gained 10 stars in the last 30 days, about 1 a day, and now has 375. It is about 1 year old and has averaged roughly 375 stars a year. It ranks #770 among Python repositories and #6,241 across all languages on GitHubRepo.
Trending Record
2
DAYS ON TRENDING
#5769
BEST RANK
Oct 1, 2026
FIRST APPEARANCE
Active
STATUS TODAY
reflexio has maintained a continuous presence across global trending indexes, peaking at #5769. Below is the 30-day activity profile:
💡 Overview
reflexio is an open-source project written in Python: Make your agents improve themselves. Reflexio is an AI agent self-improvement harness that enables your AI agents to continuously learn from real user interactions. .
Engineered for speed, consistency, and developer ease, it solves common hurdles in self-improvement, self-improving-agent, self-improving-ai. 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 reflexio⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
reflexio 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 reflexio.
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 reflexio using your package manager: `pip install reflexio`
Initialize your project workspace or configuration file for reflexio.
Import reflexio into your codebase or invoke it directly from your terminal.
Execute your test suite or run `reflexio --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
ReflexioAI/reflexio is currently ranked #6,241 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #6,232 | neerajsingh0101/admin_data | Ruby | ★ 377 | Compare ↗ |
| #6,232 | robosoft-ai/SMACC2 | C++ | ★ 377 | Compare ↗ |
| #6,238 | pixiv/charcoal | TypeScript | ★ 376 | Compare ↗ |
| #6,238 | puppetlabs/puppetlabs-mysql | Ruby | ★ 376 | Compare ↗ |
| #6,238 | rieck/malheur | C | ★ 376 | Compare ↗ |
| #6,241 | ReflexioAI/reflexio This Project | Python | ★ 375 | |
| #6,241 | ZedGraph/ZedGraph | C# | ★ 375 | Compare ↗ |
| #6,241 | jeffbyrnes/railsless-deploy | Ruby | ★ 375 | Compare ↗ |
| #6,241 | talklittle/reddit-is-fun | Java | ★ 375 | Compare ↗ |
| #6,241 | couchbase/gocb | Go | ★ 375 | Compare ↗ |
| #6,241 | apache/unomi | Java | ★ 375 | Compare ↗ |
Frequently Asked Questions
What does reflexio do? +
Make your agents improve themselves. Reflexio is an AI agent self-improvement harness that enables your AI agents to continuously learn from real user interactions.
What language is reflexio written in? +
The primary language is Python. Topics include: self-improvement, self-improving-agent, self-improving-ai, self-learning.
Is reflexio actively maintained? +
Yes, the last recorded push was on Oct 2, 2026 with 11 open issues being tracked.
How many stars does reflexio have? +
reflexio has 375 stars and 51 forks on GitHub.
How does reflexio rank among GitHub repositories? +
With 375 stars, ReflexioAI/reflexio is ranked #6,241 globally across all repositories tracked on GitHubRepo and #770 among Python projects.
What license is reflexio distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
