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repowiseLAF-US/PyTutorial

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

8of 23 scored

8 commits sit in this repo's top risk tercile, which is 35% of the 23scored. 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 7.7 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.Written by an agent626%Read from commit trailers, so it counts what was declared.Change diffusion0.42bitsShannon 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 threshold7.7out 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.

Consistently other-driven across its history.

Feature22%
Docs9%
Deps4%
Other65%
26%of indexed commits are agent-attributed(6 of 23)
copilot (6)

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
6b0fcdd0Court Listener, Penguin Random House
logan
1y ago+378 -46
98%Elevated
more lines added than baseline
2
28cd8b5fAdd IDAHO-VAULT context, swarm details, and improvement recommendations
copilot-swe-agent[bot]copilotautonomous
4mo ago+171 -13
91%Elevated
more lines added than baseline
3
9c92175dupdate
logan
1y ago+180 -198
91%Elevated
more lines added than baseline
4
c9f0d08dJupyterLab version
logan
1y ago+227 -160
85%Elevated
more lines added than baseline
5
872c7205Add MIGRATION.md and update README for LAF-PUBLIC/LAF-PRIVATE consolidation
copilot-swe-agent[bot]copilotautonomous
4mo ago+144 -1
80%Elevated
more lines added than baseline
6
10c72853add Jupyter to venv, update requirements
logan
1y ago+100 -0
76%Elevated
more lines added than baseline
7
50784a49Add Pre-flight Checks section: Quartz fork, GitHub Pages, conflict map
copilot-swe-agent[bot]copilotautonomous
4mo ago+91 -8
72%Elevated
more lines added than baseline
8
3d6b9e03create Jupyter Notebook
logan
1y ago+102 -0
67%Elevated
more lines added than baseline
9
d931cb8fNotebook alpha beta
logan
1y ago+72 -12
63%Typical
more lines added than baseline
10
dfe0b064Revamp MIGRATION.md to flat consolidation — no internal subdirectories
copilot-swe-agent[bot]copilotautonomous
4mo ago+53 -29
59%Typical
more lines added than baseline
11
766d6145Desktop checkup
logan
1y ago+46 -170
54%Typical
more lines added than baseline
12
f7559fd8setup gitignore
logan
1y ago+27 -11
50%Typical
more lines added than baseline
13
4f1f19f6Initial commit
logan
1y ago+25 -0
46%Typical
more lines added than baseline
14
787cb936adds pandas
logan
1y ago+18 -8
41%Typical
more lines added than baseline
15
efe85a34Update MIGRATION.md to use LAF-US as the GitHub Organization name
copilot-swe-agent[bot]copilotautonomous
4mo ago+7 -7
37%Typical
fewer lines added than baseline
16
5b1f3b2dCreate output file
logan
1y ago+7 -30
33%Below typical
fewer lines added than baseline
17
731617ddUpdate output.csv
logan
1y ago+3 -3
24%Below typical
fewer lines added than baseline
18
5b45eed9missing commas
logan
1y ago+3 -3
24%Below typical
fewer lines added than baseline
19
460afa60notebook filter, attempt 2
logan
1y ago+3 -0
24%Below typical
fewer lines added than baseline
20
1776fa10notebook filter, attempt 1
logan
1y ago+2 -10
13%Below typical
fewer lines added than baseline
21
d574aa8aUpdate README.md
logan
1y ago+2 -2
13%Below typical
fewer lines added than baseline
22
2db0c6ccUpdate LICENSE
logan
1y ago+1 -1
7%Below typical
fewer lines added than baseline
23
ac493ee6Initial plan
copilot-swe-agent[bot]copilotautonomous
4mo ago+0 -0
2%Below typical
fewer lines added than baseline
  • 6b0fcdd0Court Listener, Penguin Random House
    Author
    logan
    When
    1y ago
    Lines
    +378 -46
    Risk
    98%Elevated
  • 28cd8b5fAdd IDAHO-VAULT context, swarm details, and improvement recommendations
    Author
    copilot-swe-agent[bot]
    When
    4mo ago
    Lines
    +171 -13
    Risk
    91%Elevated
  • 9c92175dupdate
    Author
    logan
    When
    1y ago
    Lines
    +180 -198
    Risk
    91%Elevated
  • c9f0d08dJupyterLab version
    Author
    logan
    When
    1y ago
    Lines
    +227 -160
    Risk
    85%Elevated
  • 872c7205Add MIGRATION.md and update README for LAF-PUBLIC/LAF-PRIVATE consolidation
    Author
    copilot-swe-agent[bot]
    When
    4mo ago
    Lines
    +144 -1
    Risk
    80%Elevated
  • 10c72853add Jupyter to venv, update requirements
    Author
    logan
    When
    1y ago
    Lines
    +100 -0
    Risk
    76%Elevated
  • 50784a49Add Pre-flight Checks section: Quartz fork, GitHub Pages, conflict map
    Author
    copilot-swe-agent[bot]
    When
    4mo ago
    Lines
    +91 -8
    Risk
    72%Elevated
  • 3d6b9e03create Jupyter Notebook
    Author
    logan
    When
    1y ago
    Lines
    +102 -0
    Risk
    67%Elevated
  • d931cb8fNotebook alpha beta
    Author
    logan
    When
    1y ago
    Lines
    +72 -12
    Risk
    63%Typical
  • dfe0b064Revamp MIGRATION.md to flat consolidation — no internal subdirectories
    Author
    copilot-swe-agent[bot]
    When
    4mo ago
    Lines
    +53 -29
    Risk
    59%Typical
  • 766d6145Desktop checkup
    Author
    logan
    When
    1y ago
    Lines
    +46 -170
    Risk
    54%Typical
  • f7559fd8setup gitignore
    Author
    logan
    When
    1y ago
    Lines
    +27 -11
    Risk
    50%Typical
  • 4f1f19f6Initial commit
    Author
    logan
    When
    1y ago
    Lines
    +25 -0
    Risk
    46%Typical
  • 787cb936adds pandas
    Author
    logan
    When
    1y ago
    Lines
    +18 -8
    Risk
    41%Typical
  • efe85a34Update MIGRATION.md to use LAF-US as the GitHub Organization name
    Author
    copilot-swe-agent[bot]
    When
    4mo ago
    Lines
    +7 -7
    Risk
    37%Typical
  • 5b1f3b2dCreate output file
    Author
    logan
    When
    1y ago
    Lines
    +7 -30
    Risk
    33%Below typical
  • 731617ddUpdate output.csv
    Author
    logan
    When
    1y ago
    Lines
    +3 -3
    Risk
    24%Below typical
  • 5b45eed9missing commas
    Author
    logan
    When
    1y ago
    Lines
    +3 -3
    Risk
    24%Below typical
  • 460afa60notebook filter, attempt 2
    Author
    logan
    When
    1y ago
    Lines
    +3 -0
    Risk
    24%Below typical
  • 1776fa10notebook filter, attempt 1
    Author
    logan
    When
    1y ago
    Lines
    +2 -10
    Risk
    13%Below typical
  • d574aa8aUpdate README.md
    Author
    logan
    When
    1y ago
    Lines
    +2 -2
    Risk
    13%Below typical
  • 2db0c6ccUpdate LICENSE
    Author
    logan
    When
    1y ago
    Lines
    +1 -1
    Risk
    7%Below typical
  • ac493ee6Initial plan
    Author
    copilot-swe-agent[bot]
    When
    4mo ago
    Lines
    +0 -0
    Risk
    2%Below typical
Showing 23 of 23 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.

05typical ↑↑ elevated0.04.89.5Change-risk score →
Below typical
Typical
Elevated

Size against diffusion

The 23 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.

110100Lines changed (log) →0.01.1Diffusion →
Below typical8
Typical7
Elevated8

Commit history for LAF-US/PyTutorial

LAF-US/PyTutorial has 24 commits in its history from 3 contributors, the first of them Apr 23, 2025. Every commit is scored for change risk from its size, spread and the history of the files it touches.