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repowisesumitverma-coder/genai_chatbot

Commits

Every commit scored for change-risk against this repo's own history, so 'elevated' means elevated here rather than on some global curve.

Needs review

2of 5 scored

2 commits sit in this repo's top risk tercile, which is 40% of the 5scored. The cut is drawn against this codebase's own history rather than a global curve, so a quiet repo still fills its top band, and here it starts at 9.7 out of 10. What pushes a commit up is size and spread together: a large change confined to one area scores below a smaller one scattered across a dozen files.

Fix commits00%Commits whose subject reads as a bug fix rather than new work.Change diffusion1.07bitsShannon entropy of a commit's churn across its files. Zero is a single file, and every extra bit is a doubling of how widely the change spread.Review threshold9.7out of 10Score a commit has to clear to land in this repo's top tercile.

How the work changed shape

Commit categories over time, read off the subject line. Fixes carry the accent because that is the series this chart exists to show.

How this repo's commit mix shifts over time.

Other100%

Review-priority queue

Ranked by change-risk, highest first. Priority is a tercile of this repo's own distribution, so a quiet repo still fills its top band.

Commit review-priority queue
#CommitAuthorWhenLinesRiskTop driver
1
bca6d460Add frontend
Sumit
2mo ago+4.8K -0
90%Elevated
more lines added than baseline
2
9bffbeecAdd backend and README.md
Sumit
2mo ago+1.7K -0
70%Elevated
more lines added than baseline
3
197b817fAdd License
Sumit
2mo ago+21 -1
50%Typical
more lines added than baseline
4
07cefd8bUpdate GitLab Handbook URLs in README
Sumit Verma
2mo ago+8 -14
30%Below typical
fewer lines added than baseline
5
46040c8eUpdate CORS for deployed frontend
Sumit
2mo ago+5 -0
10%Below typical
fewer lines added than baseline
  • bca6d460Add frontend
    Author
    Sumit
    When
    2mo ago
    Lines
    +4.8K -0
    Risk
    90%Elevated
  • 9bffbeecAdd backend and README.md
    Author
    Sumit
    When
    2mo ago
    Lines
    +1.7K -0
    Risk
    70%Elevated
  • 197b817fAdd License
    Author
    Sumit
    When
    2mo ago
    Lines
    +21 -1
    Risk
    50%Typical
  • 07cefd8bUpdate GitLab Handbook URLs in README
    Author
    Sumit Verma
    When
    2mo ago
    Lines
    +8 -14
    Risk
    30%Below typical
  • 46040c8eUpdate CORS for deployed frontend
    Author
    Sumit
    When
    2mo ago
    Lines
    +5 -0
    Risk
    10%Below typical
Showing 5 of 5 commits

How the score behaves here

Change risk →

Two views of the same model: where the cuts fall, and what commit shape lands you above them.

Score distribution

Every scored commit, binned on the raw 0 to 10 score rather than the percentile. Percentile ranks are uniform by construction, so that axis has no shape to draw. The dashed lines are the tercile cuts behind each row's priority pill.

02typical ↑↑ elevated0.05.010.0Change-risk score →
Below typical
Typical
Elevated

Size against diffusion

The 5 most recent commits, on their own recency sample rather than the feed above: that defaults to risk-sorted, so reusing it would plot only the top tercile and call it the spread. Big and scattered is what the model penalises. Click a dot to open it.

1101001,000Lines changed (log) →0.03.0Diffusion →
Below typical2
Typical1
Elevated2

Commit history for sumitverma-coder/genai_chatbot

Repowise tracks change history across 31 files in sumitverma-coder/genai_chatbot. In the last 90 days 31 files were touched, 32 times in total, most often main.py. Every commit is scored for change risk from its size, spread and the history of the files it touches.