AIL framework - Analysis Information Leak framework. Project moved to https://github.com/ail-project
⚡ Executive Summary & Quick Facts
Authoritative SourceAIL-framework is AIL-framework is an open-source project written in Python: AIL framework - Analysis Information Leak framework. Project moved to https://github.com/ail-project..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of October 2026), CIRCL/AIL-framework has accumulated 1,384 GitHub stars and 287 forks. It is written in Python, licensed under AGPL-3.0, and ranks #6,039 globally. It is actively maintained with the latest commit recorded on Oct 26, 2026.”
| Repository | CIRCL/AIL-framework ↗ |
|---|---|
| Primary Category | ail framework |
| Language & Stack | Python |
| Software License | AGPL-3.0 |
| Community Traction | ★ 1.4K stars · ⑂ 287 forks · #6,039 globally |
| Maintenance | ● Active (Last commit: Oct 26, 2026) · 107 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: 97/100 · Grade A+Yes, AIL-framework is actively maintained. Continuous telemetry recorded the last code commit on Oct 26, 2026 (4 days ago). Supported by 1,384 stars and 287 community forks, this repository holds a calculated health index of 97/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
Star History
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+35
STARS · LAST 30 DAYS
1
PER DAY
#852
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +35 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +6 | +14 |
AIL-framework gained 35 stars in the last 30 days, about 1 a day, and now has 1.4K. It is about 12 years old and has averaged roughly 115 stars a year. It ranks #852 among Python repositories and #6,039 across all languages on GitHubRepo.
Trending Record
4
DAYS ON TRENDING
#8565
BEST RANK
Oct 26, 2026
FIRST APPEARANCE
Active
STATUS TODAY
AIL-framework has maintained a continuous presence across global trending indexes, peaking at #8565. Below is the 30-day activity profile:
💡 Overview
AIL-framework is an open-source project written in Python: AIL framework - Analysis Information Leak framework. Project moved to https://github.com/ail-project.
Engineered for speed, consistency, and developer ease, it solves common hurdles in ail-framework, analysis, data-mining. 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 AIL-framework⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
AIL-framework 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 AIL-framework.
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 AIL-framework using your package manager: `pip install AIL-framework`
Initialize your project workspace or configuration file for AIL-framework.
Import AIL-framework into your codebase or invoke it directly from your terminal.
Execute your test suite or run `AIL-framework --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
CIRCL/AIL-framework is currently ranked #6,039 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #6,033 | zeroturnaround/zt-zip | Java | ★ 1.4K | Compare ↗ |
| #6,033 | composer/spdx-licenses | PHP | ★ 1.4K | Compare ↗ |
| #6,033 | Ralith/hecs | Rust | ★ 1.4K | Compare ↗ |
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| #6,033 | openclaw/imsg | Swift | ★ 1.4K | Compare ↗ |
| #6,039 | CIRCL/AIL-framework This Project | Python | ★ 1.4K | |
| #6,039 | simpligility/maven-android-sdk-deployer | Shell | ★ 1.4K | Compare ↗ |
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| #6,044 | sporkrb/spork | Ruby | ★ 1.4K | Compare ↗ |
Frequently Asked Questions
What does AIL-framework do? +
AIL framework - Analysis Information Leak framework. Project moved to https://github.com/ail-project
Is AIL-framework actively maintained in 2026? +
Yes, AIL-framework is actively maintained. The latest code push was recorded on Oct 26, 2026 (4 days ago). It holds a calculated Maintenance Health Score of 97/100 (A+ rating) with 1,384 stars and 107 open issues.
What language is AIL-framework written in? +
The primary language is Python. Topics include: ail-framework, analysis, data-mining, information-leak, information-security.
How many stars does AIL-framework have? +
AIL-framework has 1,384 stars and 287 forks on GitHub.
How does AIL-framework rank among GitHub repositories? +
With 1,384 stars, CIRCL/AIL-framework is ranked #6,039 globally across all repositories tracked on GitHubRepo and #852 among Python projects.
What license is AIL-framework distributed under? +
The repository reports a AGPL-3.0 license. Always verify the repository LICENSE file for legal terms.
