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repowiseray-manaloto/sota_analysis

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

3of 10 scored

3 commits sit in this repo's top risk tercile, which is 30% of the 10scored. 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 9.6 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 diffusion1.64bitsShannon 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 threshold9.6out 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.

Feature70%
Docs10%
Other20%

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
47b4575adocs: add evaluation reports for AmpCode vs Augment vs OpenCode
Raymond Manaloto
6mo ago+1.7K -0
95%Elevated
more lines added than baseline
2
a2be26a9Add titan protocol automation and telemetry
Raymond Manaloto
6mo ago+1.4K -0
85%Elevated
more lines added than baseline
3
a9f05d33feat: expand judge quality checks and configs
Raymond Manaloto
6mo ago+1.5K -101
75%Elevated
more lines added than baseline
4
53368ec1Add automation runbook and run suite script
Raymond Manaloto
6mo ago+445 -0
65%Typical
more lines added than baseline
5
afd8eed7Add OTLP health check and log token parsing
Raymond Manaloto
6mo ago+173 -9
55%Typical
more lines added than baseline
6
0dabf4b4Enhance telemetry parsing and JSON results
Raymond Manaloto
6mo ago+123 -14
45%Typical
more lines added than baseline
7
1cc2ea57Add phase timing telemetry
Raymond Manaloto
6mo ago+119 -0
35%Typical
more lines added than baseline
8
281e1bd2Add OTEL spans for external tools
Raymond Manaloto
6mo ago+118 -6
25%Below typical
more lines added than baseline
9
4f6f471fAutomate phase timing capture
Raymond Manaloto
6mo ago+87 -8
15%Below typical
more lines added than baseline
10
19e6cdf8Add OpenLIT support for telemetry export
Raymond Manaloto
6mo ago+81 -12
5%Below typical
more lines added than baseline
  • 47b4575adocs: add evaluation reports for AmpCode vs Augment vs OpenCode
    Author
    Raymond Manaloto
    When
    6mo ago
    Lines
    +1.7K -0
    Risk
    95%Elevated
  • a2be26a9Add titan protocol automation and telemetry
    Author
    Raymond Manaloto
    When
    6mo ago
    Lines
    +1.4K -0
    Risk
    85%Elevated
  • a9f05d33feat: expand judge quality checks and configs
    Author
    Raymond Manaloto
    When
    6mo ago
    Lines
    +1.5K -101
    Risk
    75%Elevated
  • 53368ec1Add automation runbook and run suite script
    Author
    Raymond Manaloto
    When
    6mo ago
    Lines
    +445 -0
    Risk
    65%Typical
  • afd8eed7Add OTLP health check and log token parsing
    Author
    Raymond Manaloto
    When
    6mo ago
    Lines
    +173 -9
    Risk
    55%Typical
  • 0dabf4b4Enhance telemetry parsing and JSON results
    Author
    Raymond Manaloto
    When
    6mo ago
    Lines
    +123 -14
    Risk
    45%Typical
  • 1cc2ea57Add phase timing telemetry
    Author
    Raymond Manaloto
    When
    6mo ago
    Lines
    +119 -0
    Risk
    35%Typical
  • 281e1bd2Add OTEL spans for external tools
    Author
    Raymond Manaloto
    When
    6mo ago
    Lines
    +118 -6
    Risk
    25%Below typical
  • 4f6f471fAutomate phase timing capture
    Author
    Raymond Manaloto
    When
    6mo ago
    Lines
    +87 -8
    Risk
    15%Below typical
  • 19e6cdf8Add OpenLIT support for telemetry export
    Author
    Raymond Manaloto
    When
    6mo ago
    Lines
    +81 -12
    Risk
    5%Below typical
Showing 10 of 10 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.

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

Size against diffusion

The 10 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 typical3
Typical4
Elevated3

Commit history for ray-manaloto/sota_analysis

ray-manaloto/sota_analysis has 14 commits in its history from 1 contributor, the first of them Jan 30, 2026. No file in the repository changed in the last 90 days. Every commit is scored for change risk from its size, spread and the history of the files it touches.