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v0.1 Public Concept Release

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@ginaecho ginaecho released this 28 Jun 18:18
v0.1-public-concept-release
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v0.1 Public Concept Release

This release marks the first citable public concept release for Agentic Labelling / Agentic Clustering & Auto-Labeling.

Authorship

The concept and initial implementation are by Tzu-Chun Chen.

Earliest provenance

  • Repository initialization: 2026-02-25 (8650d5c)
  • First explicit idea commit: 2026-02-26 (7dc176e) with subject agentic auto clustering and labelling and intepretation

Novelty claim

This project frames unsupervised clustering as an agentic interpretation problem with:

  • deterministic quality gates and feedback loops implemented in code;
  • an LLM constrained to choosing among predefined retry paths rather than freely rewriting the pipeline;
  • autonomous cluster interpretation and naming on top of quantitative validation.

Canonical repository

https://github.com/ginaecho/agentic-labeling

Citation

Please cite this GitHub release. If Zenodo archival is enabled for the repository, prefer citing the DOI-backed Zenodo record for this release version.

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