https://github.com/aaronfay911/btc-heuristics

Open-source MIT-licensed Bitcoin wallet heuristics + AI-driven risk analysis. Core contributions & transparency work aligned with the Maelstrom Grant track.
https://github.com/aaronfay911/btc-heuristics

ai bitcoin heuristics machine-learning maelstrom open-source privacy risk-analysis security wallet

Last synced: 9 months ago
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Open-source MIT-licensed Bitcoin wallet heuristics + AI-driven risk analysis. Core contributions & transparency work aligned with the Maelstrom Grant track.

• Host: GitHub
• URL: https://github.com/aaronfay911/btc-heuristics
• Owner: aaronfay911
• License: mit
• Created: 2025-09-09T08:24:42.000Z (10 months ago)
• Default Branch: main
• Last Pushed: 2025-09-09T08:37:54.000Z (10 months ago)
• Last Synced: 2025-09-09T11:06:53.163Z (10 months ago)
• Topics: ai, bitcoin, heuristics, machine-learning, maelstrom, open-source, privacy, risk-analysis, security, wallet
• Homepage: https://mycryptotrs.com
• Size: 2.93 KB
• Stars: 0
• Watchers: 0
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# BTC-TRS: Bitcoin Wallet Heuristics Library

This repository is the open-source track of **MyCryptoTRS**, focused entirely on Bitcoin.

## Purpose

- Provide a **privacy-preserving, MIT-licensed heuristics library** for UTXO wallet health and safety analysis.

- Contribute **reviews, tests, and docs** upstream to Bitcoin Core as part of ongoing development.

- Publish transparent methodology docs to help wallets adopt best-practice hygiene scoring without compromising censorship resistance or privacy.

## Roadmap (12 months)

1. **Core Contributions**  

   - Participate in Bitcoin Core review, testing, and documentation improvements.  

2. **Library Development (MIT)**  

   - Implement heuristics for UTXO reuse, dust patterns, change handling, and consolidation hygiene.  

   - Release with full test vectors and fuzzing coverage.  

3. **CLI Tool (MIT)**  

   - Lightweight, offline scoring CLI for transparency and reproducibility.  

4. **Education & Transparency**  

   - Publish methodology notes, limitations, and tutorials for responsible use.

## License

MIT License – see [LICENSE](./LICENSE).