Local-first threat hunting for the logs you already have: Zeek, Pi-hole, syslog or the systemd journal, CloudTrail. Every run names the technique behind each detector. No agent, no daemon, no black box - between grep and a SIEM.
Star History
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+10
STARS · LAST 30 DAYS
1
PER DAY
#2,189
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 |
sigwood gained 10 stars in the last 30 days, about 1 a day, and now has 109. It is about 1 year old and has averaged roughly 109 stars a year. It ranks #2,189 among Python repositories and #16,696 across all languages on GitHubRepo.
Trending Record
3
DAYS ON TRENDING
#14876
BEST RANK
Oct 14, 2026
FIRST APPEARANCE
Active
STATUS TODAY
sigwood has maintained a continuous presence across global trending indexes, peaking at #14876. Below is the 30-day activity profile:
💡 Overview
sigwood is an open-source project written in Python: Local-first threat hunting for the logs you already have: Zeek, Pi-hole, syslog or the systemd journal, CloudTrail. Every run names the technique behind each detector. No agent, no daemon, no black box - between grep and a SIEM.
Engineered for speed, consistency, and developer ease, it solves common hurdles in anomaly-detection, blue-team, cloudtrail. 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 sigwood⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
sigwood 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 sigwood.
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 sigwood using your package manager: `pip install sigwood`
Initialize your project workspace or configuration file for sigwood.
Import sigwood into your codebase or invoke it directly from your terminal.
Execute your test suite or run `sigwood --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
helixmap/sigwood is currently ranked #16,696 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #16,635 | GhalebDweikat/winnow | Python | ★ 110 | Compare ↗ |
| #16,635 | NousResearch/hermes-plugin-claude-subscription-directsdk | Python | ★ 110 | Compare ↗ |
| #16,635 | shhivv/biome-s1 | Python | ★ 110 | Compare ↗ |
| #16,635 | Synpath-ai/synpath | Python | ★ 110 | Compare ↗ |
| #16,635 | 100yenadmin/fish-audio-hermes | Python | ★ 110 | Compare ↗ |
| #16,696 | helixmap/sigwood This Project | Python | ★ 109 | |
| #16,696 | telmich/gpm | C | ★ 109 | Compare ↗ |
| #16,696 | sjlombardo/acts_as_network | Ruby | ★ 109 | Compare ↗ |
| #16,696 | robbyrussell/shorturl | Ruby | ★ 109 | Compare ↗ |
| #16,696 | nicksieger/jsonpretty | Go | ★ 109 | Compare ↗ |
| #16,696 | vidageek/mirror | Java | ★ 109 | Compare ↗ |
Frequently Asked Questions
What does sigwood do? +
Local-first threat hunting for the logs you already have: Zeek, Pi-hole, syslog or the systemd journal, CloudTrail. Every run names the technique behind each detector. No agent, no daemon, no black box - between grep and a SIEM.
What language is sigwood written in? +
The primary language is Python. Topics include: anomaly-detection, blue-team, cloudtrail, dfir, homelab.
Is sigwood actively maintained? +
Yes, the last recorded push was on Oct 14, 2026 with 2 open issues being tracked.
How many stars does sigwood have? +
sigwood has 109 stars and 6 forks on GitHub.
How does sigwood rank among GitHub repositories? +
With 109 stars, helixmap/sigwood is ranked #16,696 globally across all repositories tracked on GitHubRepo and #2,189 among Python projects.
What license is sigwood distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
