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
8 commits sit in this repo's top risk tercile, which is 36% of the 22scored. 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 8.5 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.
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.
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 | Author | When | Lines | Risk | Top driver |
|---|---|---|---|---|---|---|
| 1 | 8e2b391aVoice attendance added | Siddhesh | 1mo ago | +510 -359 | 98%Elevated | more lines added than baseline |
| 2 | 3830bb35Create README.md | Siddhesh | 1mo ago | +308 -0 | 91%Elevated | more lines added than baseline |
| 3 | 65339c08debugging | Siddhesh | 1mo ago | +302 -149 | 91%Elevated | more lines added than baseline |
| 4 | 6091e995cards updated | Siddhesh | 1mo ago | +256 -75 | 84%Elevated | more lines added than baseline |
| 5 | 1367d183attendance record analysis | Siddhesh | 1mo ago | +247 -1 | 80%Elevated | more lines added than baseline |
| 6 | d4b5aa74Face recognition pipeline added | Siddhesh | 1mo ago | +246 -8 | 75%Elevated | more lines added than baseline |
| 7 | afb9517fmultiple upload debugged | Siddhesh | 1mo ago | +181 -284 | 68%Elevated | more lines added than baseline |
| 8 | 35cdacc0student dashboard updated | Siddhesh | 1mo ago | +156 -2 | 68%Elevated | more lines added than baseline |
| 9 | ed83ab8aStudent registration done | Siddhesh | 1mo ago | +158 -12 | 61%Typical | more lines added than baseline |
| 10 | 7506cd74homescreen frontend | Siddhesh | 1mo ago | +189 -0 | 57%Typical | more lines added than baseline |
| 11 | a8924cd8Teacher Screen Frontend | Siddhesh | 1mo ago | +86 -5 | 52%Typical | more lines added than baseline |
| 12 | 7fac1bdaVoice pipeline added | Siddhesh | 1mo ago | +75 -0 | 48%Typical | more lines added than baseline |
| 13 | 44ab78f1auto enroll added | Siddhesh | 1mo ago | +75 -1 | 43%Typical | more lines added than baseline |
| 14 | 8ee138c5Update README.md | Siddhesh | 1mo ago | +8 -6 | 39%Typical | fewer lines added than baseline |
| 15 | 113f010epy version | Siddhesh | 1mo ago | +6 -17 | 32%Below typical | fewer lines added than baseline |
| 16 | e00b9a01final updates | Siddhesh | 1mo ago | +5 -5 | 32%Below typical | fewer lines added than baseline |
| 17 | 48827298auto-enroll dubugging | Siddhesh | 1mo ago | +3 -3 | 25%Below typical | fewer lines added than baseline |
| 18 | 0f4eb360updated attendance upload | Siddhesh | 1mo ago | +2 -1 | 20%Below typical | fewer lines added than baseline |
| 19 | d5908dd7requirements updated | Siddhesh | 1mo ago | +1 -1 | 14%Below typical | fewer lines added than baseline |
| 20 | 13873b7adlib | Siddhesh | 1mo ago | +1 -0 | 14%Below typical | fewer lines added than baseline |
| 21 | 3d6ac216torch update | Siddhesh | 1mo ago | +1 -0 | 7%Below typical | fewer lines added than baseline |
| 22 | 0a3a3695remove dlib | Siddhesh | 1mo ago | +0 -1 | 2%Below typical | fewer lines added than baseline |
Two views of the same model: where the cuts fall, and what commit shape lands you above them.
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.
The 22 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.
siddheshbhurke/attend-ai has 22 commits in its history from 1 contributor, the first of them Jul 3, 2026. In the last 90 days 22 files were touched, 60 times in total, most often teacher_screen.py. Every commit is scored for change risk from its size, spread and the history of the files it touches.
