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repowisezainrizvi0611-cmd/sparrow-ai

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 8 scored

2 commits sit in this repo's top risk tercile, which is 25% of the 8scored. 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 8.7 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 diffusion0.79bitsShannon 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 threshold8.7out 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.

Feature50%
Fix13%
Other38%

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
5718abadSparrow AI Agent with Jack Sparrow Voice, Multi-Language, Self-Healing
zainrizvi0611-cmd
1mo ago+3.3K -0
94%Elevated
more lines added than baseline
2
4c7b7965Initial commit
zainrizvi0611-cmd
1mo ago+241 -0
81%Elevated
more lines added than baseline
3
6be28994Added Google Login & Creator Credits
zainrizvi0611-cmd
4w ago+81 -55
63%Typical
more lines added than baseline
4
3436c07aAdded flask, gunicorn, Groq integration for Render
zainrizvi0611-cmd
1mo ago+96 -32
63%Typical
more lines added than baseline
5
ab76f06cAdded detailed error handling for Groq API
zainrizvi0611-cmd
1mo ago+26 -6
44%Typical
more lines added than baseline
6
a1fb57dfFixed Google Login: Added routes and session management
zainrizvi0611-cmd
4w ago+2 -19
31%Below typical
fewer lines added than baseline
7
eb00d43fRemoved Google Login - Simple AI Chat
zainrizvi0611-cmd
4w ago+1 -60
13%Below typical
fewer lines added than baseline
8
865bdbb3Added gunicorn for Render
zainrizvi0611-cmd
1mo ago+1 -0
13%Below typical
fewer lines added than baseline
  • 5718abadSparrow AI Agent with Jack Sparrow Voice, Multi-Language, Self-Healing
    Author
    zainrizvi0611-cmd
    When
    1mo ago
    Lines
    +3.3K -0
    Risk
    94%Elevated
  • 4c7b7965Initial commit
    Author
    zainrizvi0611-cmd
    When
    1mo ago
    Lines
    +241 -0
    Risk
    81%Elevated
  • 6be28994Added Google Login & Creator Credits
    Author
    zainrizvi0611-cmd
    When
    4w ago
    Lines
    +81 -55
    Risk
    63%Typical
  • 3436c07aAdded flask, gunicorn, Groq integration for Render
    Author
    zainrizvi0611-cmd
    When
    1mo ago
    Lines
    +96 -32
    Risk
    63%Typical
  • ab76f06cAdded detailed error handling for Groq API
    Author
    zainrizvi0611-cmd
    When
    1mo ago
    Lines
    +26 -6
    Risk
    44%Typical
  • a1fb57dfFixed Google Login: Added routes and session management
    Author
    zainrizvi0611-cmd
    When
    4w ago
    Lines
    +2 -19
    Risk
    31%Below typical
  • eb00d43fRemoved Google Login - Simple AI Chat
    Author
    zainrizvi0611-cmd
    When
    4w ago
    Lines
    +1 -60
    Risk
    13%Below typical
  • 865bdbb3Added gunicorn for Render
    Author
    zainrizvi0611-cmd
    When
    1mo ago
    Lines
    +1 -0
    Risk
    13%Below typical
Showing 8 of 8 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 8 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) →0.04.8Diffusion →
Below typical3
Typical3
Elevated2

Commit history for zainrizvi0611-cmd/sparrow-ai

zainrizvi0611-cmd/sparrow-ai has 9 commits in its history from 1 contributor, the first of them Jul 22, 2026. In the last 90 days 38 files were touched, 43 times in total, most often web_ui.py. Every commit is scored for change risk from its size, spread and the history of the files it touches.