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repowiseshivamg5080/mcp-qa-pdf

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 25 scored

8 commits sit in this repo's top risk tercile, which is 32% of the 25scored. 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 2.3 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 diffusion0.16bitsShannon 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 threshold2.3out 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.

Docs56%
Other44%

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
9b991f64Initial commit: MCP PDF Q&A server
Shivam Gupta
3mo ago+4.2K -0
98%Elevated
more lines added than baseline
2
8d811736Update README.md
SHIVAM GUPTA
3mo ago+234 -150
94%Elevated
more lines added than baseline
3
36966019Update README.md
SHIVAM GUPTA
3mo ago+91 -53
90%Elevated
more lines added than baseline
4
eacc56b1Update README.md
SHIVAM GUPTA
3mo ago+58 -25
86%Elevated
more lines added than baseline
5
0fe90869Update README.md
SHIVAM GUPTA
3mo ago+23 -10
82%Elevated
more lines added than baseline
6
5dcd9154Update README.md
SHIVAM GUPTA
3mo ago+8 -5
78%Elevated
fewer lines added than baseline
7
0fa942dbUpdate README.md
SHIVAM GUPTA
3mo ago+3 -1
74%Elevated
fewer lines added than baseline
8
dd50f8ecUpdate INTERACTION_LOG.md
SHIVAM GUPTA
3mo ago+3 -2
70%Elevated
fewer lines added than baseline
9
0be216dfUpdate README with tools and AI workflow details
SHIVAM GUPTA
3mo ago+2 -0
62%Typical
fewer lines added than baseline
10
61fb9f97Update README.md
SHIVAM GUPTA
3mo ago+2 -1
62%Typical
fewer lines added than baseline
11
dabdd757Update README.md
SHIVAM GUPTA
3mo ago+2 -1
62%Typical
fewer lines added than baseline
12
3eee8063Update README.md
SHIVAM GUPTA
3mo ago+1 -2
44%Typical
fewer lines added than baseline
13
3900d79aUpdate README.md
SHIVAM GUPTA
3mo ago+1 -3
44%Typical
fewer lines added than baseline
14
352c713eUpdate INTERACTION_LOG.md
SHIVAM GUPTA
3mo ago+1 -1
44%Typical
fewer lines added than baseline
15
cd6ba180Update README.md
SHIVAM GUPTA
3mo ago+1 -1
44%Typical
fewer lines added than baseline
16
5475e467Update README.md
SHIVAM GUPTA
3mo ago+1 -0
44%Typical
fewer lines added than baseline
17
57d84c29Remove duplicate sample output images
SHIVAM GUPTA
3mo ago+1 -2
44%Typical
fewer lines added than baseline
18
af1e5bc4proper sequence
SHIVAM GUPTA
3mo ago+0 -4
30%Below typical
fewer lines added than baseline
19
7cd0b19cUpdate README.md
SHIVAM GUPTA
3mo ago+0 -1
14%Below typical
fewer lines added than baseline
20
84687351Update INTERACTION_LOG.md
SHIVAM GUPTA
3mo ago+0 -2
14%Below typical
fewer lines added than baseline
21
26632001Delete interaction_log_output.png
SHIVAM GUPTA
3mo ago+0 -0
14%Below typical
fewer lines added than baseline
22
3760ae6dDelete interaction_log_extra.png
SHIVAM GUPTA
3mo ago+0 -0
14%Below typical
fewer lines added than baseline
23
dc4d4e87Delete readme_terminal_command.png
SHIVAM GUPTA
3mo ago+0 -0
14%Below typical
fewer lines added than baseline
24
fe55706eDelete readme_terminal_output.png
SHIVAM GUPTA
3mo ago+0 -0
14%Below typical
fewer lines added than baseline
25
9d62b396Delete image.png
SHIVAM GUPTA
3mo ago+0 -0
14%Below typical
fewer lines added than baseline
  • 9b991f64Initial commit: MCP PDF Q&A server
    Author
    Shivam Gupta
    When
    3mo ago
    Lines
    +4.2K -0
    Risk
    98%Elevated
  • 8d811736Update README.md
    Author
    SHIVAM GUPTA
    When
    3mo ago
    Lines
    +234 -150
    Risk
    94%Elevated
  • 36966019Update README.md
    Author
    SHIVAM GUPTA
    When
    3mo ago
    Lines
    +91 -53
    Risk
    90%Elevated
  • eacc56b1Update README.md
    Author
    SHIVAM GUPTA
    When
    3mo ago
    Lines
    +58 -25
    Risk
    86%Elevated
  • 0fe90869Update README.md
    Author
    SHIVAM GUPTA
    When
    3mo ago
    Lines
    +23 -10
    Risk
    82%Elevated
  • 5dcd9154Update README.md
    Author
    SHIVAM GUPTA
    When
    3mo ago
    Lines
    +8 -5
    Risk
    78%Elevated
  • 0fa942dbUpdate README.md
    Author
    SHIVAM GUPTA
    When
    3mo ago
    Lines
    +3 -1
    Risk
    74%Elevated
  • dd50f8ecUpdate INTERACTION_LOG.md
    Author
    SHIVAM GUPTA
    When
    3mo ago
    Lines
    +3 -2
    Risk
    70%Elevated
  • 0be216dfUpdate README with tools and AI workflow details
    Author
    SHIVAM GUPTA
    When
    3mo ago
    Lines
    +2 -0
    Risk
    62%Typical
  • 61fb9f97Update README.md
    Author
    SHIVAM GUPTA
    When
    3mo ago
    Lines
    +2 -1
    Risk
    62%Typical
  • dabdd757Update README.md
    Author
    SHIVAM GUPTA
    When
    3mo ago
    Lines
    +2 -1
    Risk
    62%Typical
  • 3eee8063Update README.md
    Author
    SHIVAM GUPTA
    When
    3mo ago
    Lines
    +1 -2
    Risk
    44%Typical
  • 3900d79aUpdate README.md
    Author
    SHIVAM GUPTA
    When
    3mo ago
    Lines
    +1 -3
    Risk
    44%Typical
  • 352c713eUpdate INTERACTION_LOG.md
    Author
    SHIVAM GUPTA
    When
    3mo ago
    Lines
    +1 -1
    Risk
    44%Typical
  • cd6ba180Update README.md
    Author
    SHIVAM GUPTA
    When
    3mo ago
    Lines
    +1 -1
    Risk
    44%Typical
  • 5475e467Update README.md
    Author
    SHIVAM GUPTA
    When
    3mo ago
    Lines
    +1 -0
    Risk
    44%Typical
  • 57d84c29Remove duplicate sample output images
    Author
    SHIVAM GUPTA
    When
    3mo ago
    Lines
    +1 -2
    Risk
    44%Typical
  • af1e5bc4proper sequence
    Author
    SHIVAM GUPTA
    When
    3mo ago
    Lines
    +0 -4
    Risk
    30%Below typical
  • 7cd0b19cUpdate README.md
    Author
    SHIVAM GUPTA
    When
    3mo ago
    Lines
    +0 -1
    Risk
    14%Below typical
  • 84687351Update INTERACTION_LOG.md
    Author
    SHIVAM GUPTA
    When
    3mo ago
    Lines
    +0 -2
    Risk
    14%Below typical
  • 26632001Delete interaction_log_output.png
    Author
    SHIVAM GUPTA
    When
    3mo ago
    Lines
    +0 -0
    Risk
    14%Below typical
  • 3760ae6dDelete interaction_log_extra.png
    Author
    SHIVAM GUPTA
    When
    3mo ago
    Lines
    +0 -0
    Risk
    14%Below typical
  • dc4d4e87Delete readme_terminal_command.png
    Author
    SHIVAM GUPTA
    When
    3mo ago
    Lines
    +0 -0
    Risk
    14%Below typical
  • fe55706eDelete readme_terminal_output.png
    Author
    SHIVAM GUPTA
    When
    3mo ago
    Lines
    +0 -0
    Risk
    14%Below typical
  • 9d62b396Delete image.png
    Author
    SHIVAM GUPTA
    When
    3mo ago
    Lines
    +0 -0
    Risk
    14%Below typical
Showing 25 of 25 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.

09typical ↑elevated ↑0.05.010.0Change-risk score →
Below typical
Typical
Elevated

Size against diffusion

The 25 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) →0.04.0Diffusion →
Below typical8
Typical9
Elevated8

Commit history for shivamg5080/mcp-qa-pdf

Repowise tracks change history across 15 files in shivamg5080/mcp-qa-pdf. In the last 90 days 15 files were touched, 15 times in total, most often capture_samples.py. Every commit is scored for change risk from its size, spread and the history of the files it touches.