# superwesleyhys-ux/factcircuit

<https://repo.masters-masters.com/en/repos/superwesleyhys-ux/factcircuit>

[Home](https://repo.masters-masters.com/en) › [superwesleyhys-ux](https://repo.masters-masters.com/en/owners/superwesleyhys-ux) › [factcircuit](https://repo.masters-masters.com/en/repos/superwesleyhys-ux/factcircuit)

superwesleyhys-ux/factcircuit has 926 stars on GitHub. Its RepoMasters card: Beta tier. FactCircuit: an auditable claim-and-evidence verification loop with…

| Field | Value |
| --- | --- |
| Owner | [superwesleyhys-ux](https://repo.masters-masters.com/en/owners/superwesleyhys-ux) |
| Stars | 926 |
| Forks | 73 |
| Language | [Python](https://repo.masters-masters.com/en/languages/python) |
| License | MIT |
| Created | 2026 |
| Topics | accuracy-decline, ai-safety, audit-trail, fact-checking, information-retrieval, llm-evaluation, news-verification, provenance, python, reproducible-research |
| Tier | [Beta (700 to 1,999 ★)](https://repo.masters-masters.com/en/ranks/box_office) |
| View on GitHub | [superwesleyhys-ux/factcircuit](https://github.com/superwesleyhys-ux/factcircuit) |

## Repository

FactCircuit: an auditable claim-and-evidence verification loop with immutable provenance, staged checks, bounded retrieval, and reproducible evaluation.

The tier for repos with 700 to 1,999 ★. Published odds per card pulled: 6%. Rarity: Rare.

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Data: GitHub · Illustration drawn by RepoMasters from the repo’s ID and its language color.