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superwesleyhys-ux/factcircuit

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

Visit GitHub
Python
762
56
1 contributors
MIT License
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Momentum

How fast superwesleyhys-ux/factcircuit is gaining stars, and where it lands on Trendshift and GitHub Trending

Activity and trending

Stars, forks and merged pull requests each day or month, lined up with the repository's rank on Trendshift Trending

Sep 6 – Oct 18, 2026

Stars +676 in 43 days

0102030
28

Forks +56 in 43 days

024
4

Merged PRs 22 in 43 days

0510
7

Trendshift Trendingwhere the repository ranked each day it made the top 25

Not in the Trendshift top 25 in this period

Sep 6Sep 12Sep 18Sep 24Sep 30Oct 6Oct 12Oct 18
The left and right arrow keys step from day to day; Home and End go to the first and the last

Stars, forks, merged pull requests and Trendshift Trending rank, by day
DayStars gainedForks gainedMerged PRs
Sun, Sep 6, 2026+0+01
Mon, Sep 7, 2026+0+10
Tue, Sep 8, 2026+0+11
Wed, Sep 9, 2026+0+10
Thu, Sep 10, 2026+0+10
Fri, Sep 11, 2026+0+36
Sat, Sep 12, 2026+2+12
Sun, Sep 13, 2026+16+10
Mon, Sep 14, 2026+13+23
Tue, Sep 15, 2026+4+11
Wed, Sep 16, 2026+23+00
Thu, Sep 17, 2026+17+10
Fri, Sep 18, 2026+12+30
Sat, Sep 19, 2026+21+10
Sun, Sep 20, 2026+19+20
Mon, Sep 21, 2026+16+00
Tue, Sep 22, 2026+13+10
Wed, Sep 23, 2026+28+10
Thu, Sep 24, 2026+15+00
Fri, Sep 25, 2026+21+30
Sat, Sep 26, 2026+13+00
Sun, Sep 27, 2026+18+10
Mon, Sep 28, 2026+17+10
Tue, Sep 29, 2026+21+20
Wed, Sep 30, 2026+28+40
Thu, Oct 1, 2026+23+10
Fri, Oct 2, 2026+21+10
Sat, Oct 3, 2026+24+20
Sun, Oct 4, 2026+19+41
Mon, Oct 5, 2026+22+30
Tue, Oct 6, 2026+16+00
Wed, Oct 7, 2026+19+10
Thu, Oct 8, 2026+17+20
Fri, Oct 9, 2026+27+17
Sat, Oct 10, 2026+20+10
Sun, Oct 11, 2026+11+20
Mon, Oct 12, 2026+13+10
Tue, Oct 13, 2026+21+00
Wed, Oct 14, 2026+20+10
Thu, Oct 15, 2026+24+10
Fri, Oct 16, 2026+18+10
Sat, Oct 17, 2026+22+10
Sun, Oct 18, 2026+22+10
Total+676+5622
  • 1#1 on the list
  • 7Rank that day
  • Not trending

Social mentions

Recent discussions about this repository across the web
  1. Oct 61 post

    • 最难的不是让模型判一句话真假，而是让每个判断都能追溯到证据从哪来、经历了哪些检查。FactCircuit 把这件事做成可审计的验证循环 它冻结输入与来源记录，分阶段核验，并限制检索预算；新证据还可以触发旧分析重审。Python 核心无需额外依赖，离线示例也可复现，适合研究事实核查流程与评估方法。边界同样重要：离线示例不证明模型准确，语义适配器仍属实验性质。

      Read full on X, posted by @vintcessun

      @vintcessun · x.com

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