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repowisetoddawhittaker/ipeds-oracle

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

104of 315 scored

104 commits sit in this repo's top risk tercile, which is 33% of the 315scored. 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 8.8 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 commits12740%Commits whose subject reads as a bug fix rather than new work.Written by an agent29794%Read from commit trailers, so it counts what was declared.Change diffusion1.77bitsShannon 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 threshold8.8out 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.

Began feature-led, now leaning chore.

Feature28%
Fix41%
Refactor2%
Docs8%
Test4%
Deps0%
Chore16%
Other1%
94%of indexed commits are agent-attributed(297 of 315)
claude (297)

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
8dc76d92feat(admin): bulk select + actions for Users, Pending & Blocked tables (#92)
Todd Whittakerclaudeassisted
1mo ago+3.1K -83
100%Elevated
more lines added than baseline
2
8d842ccefeat(admin): reject an access request — block re-request, with a visible and reversible denial (#61)
Todd Whittakerclaudeassisted
1mo ago+2.7K -29
100%Elevated
more lines added than baseline
3
d765b57eInitial commit: IPEDS unified DB + natural-language web app
Todd Whittakerclaudeassisted
1mo ago+7.3K -0
100%Elevated
more lines added than baseline
4
b3517d71fix(skills): remember a rejected lesson, mute its category, stop re-queueing duplicates (#295)
Todd Whittakerclaudeassisted
2w ago+2.1K -24
98%Elevated
more lines added than baseline
5
8fd41e43chore(frontend): derive design-system prop contracts from JSDoc (#220)
Todd Whittakerclaudeassisted
4w ago+1.8K -76
98%Elevated
more lines added than baseline
6
e0b4dbf0chore(design-sync): publish the UI as a claude.ai/design system (#219)
Todd Whittakerclaudeassisted
4w ago+2.2K -0
98%Elevated
more lines added than baseline
7
c7dc7e3arefactor(admin): split Admin.jsx into a shell + src/admin/* (#217)
Todd Whittakerclaudeassisted
4w ago+2.7K -2.4K
98%Elevated
more lines added than baseline
8
3ef4d742feat(admin): live disk/time estimates, per-file progress, Provisional→Final updates, 5-way parallel NCES ingestion (#40)
Todd Whittakerclaudeassisted
1mo ago+2.8K -172
98%Elevated
more lines added than baseline
9
73c9530dRetrofit: fix security/a11y review findings + add test suites & agent team
Todd Whittakerclaudeassisted
1mo ago+2.2K -82
98%Elevated
more lines added than baseline
10
57594a8fdocs: make CLAUDE.md a 149-line process file, move the rest under docs/ (#345)
Todd Whittakerclaudeassisted
3d ago+2.4K -2.2K
96%Elevated
more lines added than baseline
11
29fb14f2chore(deps-dev): upgrade to TypeScript 7, and pin three contracts it widened (#260)
Todd Whittakerclaudeassisted
3w ago+977 -657
96%Elevated
more lines added than baseline
12
f17cba9cfeat(chat): keep a running turn visible when you navigate away (#240)
Todd Whittakerclaudeassisted
3w ago+1.1K -20
96%Elevated
more lines added than baseline
13
323e0ff8feat(ux): chat interaction pass — stop, scroll containment, skeleton, focus, retry, rename (#94)
Todd Whittakerclaudeassisted
4w ago+1.6K -119
96%Elevated
more lines added than baseline
14
27355e31feat(web): client-side URL routing so chats and admin tabs are linkable (#62) (#62)
Todd Whittakerclaudeassisted
1mo ago+1.3K -56
96%Elevated
more lines added than baseline
15
53c21af6feat(admin): NCES-sourced year catalog with incremental multi-year ingestion (#39)
Todd Whittakerclaudeassisted
1mo ago+2.0K -89
96%Elevated
more lines added than baseline
16
88a978e9feat: Claude-style chat UX, inline edit/delete, charts, thinking, logs UI (#15)
Todd Whittakerclaudeassisted
1mo ago+1.0K -70
96%Elevated
more lines added than baseline
17
ebc0fd28Add ruff + eslint linting (with prettier available), wire lint into CI (#3)
Todd Whittakerclaudeassisted
1mo ago+3.5K -193
96%Elevated
more lines added than baseline
18
bb37f7dbfix(import): never tell an admin the database was untouched when it is live (#301)
Todd Whittakerclaudeassisted
2w ago+729 -39
92%Elevated
more lines added than baseline
19
843f30b7fix(import): decide "same file" by identity, and ask the right question at each site (#300)
Todd Whittakerclaudeassisted
2w ago+689 -28
92%Elevated
more lines added than baseline
20
cd768d55fix(critic): only some findings may become lessons, and the prompt no longer says which (#293)
Todd Whittakerclaudeassisted
2w ago+832 -45
92%Elevated
more lines added than baseline
21
c9c760b8feat(agent): ground every hero figure in the turn's real query results (#163)
Todd Whittakerclaudeassisted
4w ago+1.2K -34
92%Elevated
more lines added than baseline
22
9ed6f301feat(agent): disambiguation clarify-chips + feedback-distilled lessons (#159)
Todd Whittakerclaudeassisted
4w ago+1.3K -39
92%Elevated
more lines added than baseline
23
b5b218fachore(deps): upgrade frontend build tooling — vite 8, vitest 4, plugin-react 6 (#134)
Todd Whittakerclaudeassisted
4w ago+806 -1.5K
92%Elevated
more lines added than baseline
24
7fbcade1feat(ui): top-bar restructure — wordmark link + user-badge menu, About modal (#106)
Todd Whittakerclaudeassisted
4w ago+825 -186
92%Elevated
more lines added than baseline
25
814acdb3feat(chat): the analyst layer — hero figure, brief, trend intelligence & drill-downs (#100)
Todd Whittakerclaudeassisted
4w ago+971 -39
92%Elevated
more lines added than baseline
26
cea43aeafeat(web): reusable app-styled confirmation modal, replacing window.confirm (#85)
Todd Whittakerclaudeassisted
1mo ago+799 -211
92%Elevated
more lines added than baseline
27
096b40fcfeat(admin): CSV bulk user import in the Users tab (#83)
Todd Whittakerclaudeassisted
1mo ago+964 -2
92%Elevated
more lines added than baseline
28
e8d561aefeat(admin): search, sort, pagination + icon actions for the users table (#78)
Todd Whittakerclaudeassisted
1mo ago+848 -41
92%Elevated
more lines added than baseline
29
5a8f8c7atest(web): add vitest unit tier for pure JS logic + wire it into the gate (#71)
Todd Whittakerclaudeassisted
1mo ago+2.1K -77
92%Elevated
more lines added than baseline
30
7a3e3916feat(skills): generalized structured lessons; remove thumbs-up (#45)
Todd Whittakerclaudeassisted
1mo ago+1.2K -482
92%Elevated
more lines added than baseline
31
5f68970cfeat(admin): remove an integrated year (trashcan) + rebuild progress bar (#41)
Todd Whittakerclaudeassisted
1mo ago+1.2K -47
92%Elevated
more lines added than baseline
32
9ad8c9b8test: every app/ module ≥80% + enforce a per-module coverage floor (#30)
Todd Whittakerclaudeassisted
1mo ago+1.2K -14
92%Elevated
more lines added than baseline
33
3a3e056afeat(startup): fail with an instruction, not a stack trace, when /data is unwritable (#304)
Todd Whittakerclaudeassisted
2w ago+771 -0
89%Elevated
more lines added than baseline
34
4288c88ffix(grounding): a cut page cannot supply the total the model claimed (#0) (#298)
Todd Whittakerclaudeassisted
2w ago+825 -36
89%Elevated
more lines added than baseline
35
eb7f78dcfix(llm): gate S5 exhaustion fabrication + raise tool-call ceiling to 20 (#180)
Todd Whittakerclaudeassisted
4w ago+1.2K -135
89%Elevated
more lines added than baseline
36
19481d07test: retrofit backend coverage to 83% + enforce >=80% gate (#29)
Todd Whittakerclaudeassisted
1mo ago+974 -3
89%Elevated
more lines added than baseline
37
592eccfcfeat: per-table CSV + inline charts, chart image copy, and chat polish (#16)
Todd Whittakerclaudeassisted
1mo ago+575 -95
89%Elevated
more lines added than baseline
38
67f2e4a3Pin Python dependencies via a hashed lockfile for reproducible builds (#4)
Todd Whittakerclaudeassisted
1mo ago+1.2K -4
89%Elevated
more lines added than baseline
39
a3b0c884fix(import): record what staging is about to change, before it changes it (#299)
Todd Whittakerclaudeassisted
2w ago+507 -25
87%Elevated
more lines added than baseline
40
4c6027e5fix: derive the done event's fields on BOTH sides, so a live turn can't drift (#296)
Todd Whittakerclaudeassisted
2w ago+640 -101
87%Elevated
more lines added than baseline
41
cba27314fix(usage): bill every LLM call a turn causes, not just the agent's (#264)
Todd Whittakerclaudeassisted
3w ago+655 -115
87%Elevated
more lines added than baseline
42
7886a597feat(chat): show whether a table's numbers reproduce from the query (#222)
Todd Whittakerclaudeassisted
4w ago+656 -40
87%Elevated
more lines added than baseline
43
e6cafa6efeat(admin): tabbed Users section (Current / Pending / Blocked) (#95)
Todd Whittakerclaudeassisted
4w ago+647 -211
87%Elevated
more lines added than baseline
44
76326132refactor(web): extract a reusable <DataTable> from the Users table (#88)
Todd Whittakerclaudeassisted
1mo ago+565 -279
87%Elevated
more lines added than baseline
45
380812cffix(import): delete the .accdb files a manual import left on disk forever (#297)
Todd Whittakerclaudeassisted
2w ago+530 -21
84%Elevated
more lines added than baseline
46
5b98aefbfix(grounding): anchor each table row to the result row it describes (#223)
Todd Whittakerclaudeassisted
4w ago+629 -124
84%Elevated
more lines added than baseline
47
a4b163dbfix(ui): make failures visible instead of silent or raw (#209)
Todd Whittakerclaudeassisted
4w ago+460 -27
84%Elevated
more lines added than baseline
48
d417d0ebfix(backend): scope + bound the answer cache, negative-cache the release check, refuse a downgrade (#208)
Todd Whittakerclaudeassisted
4w ago+465 -36
84%Elevated
more lines added than baseline
49
9999af05feat(grounding): observe-only table grounding (cell-level accuracy on Admin → Usage) (#173)
Todd Whittakerclaudeassisted
4w ago+559 -29
84%Elevated
more lines added than baseline
50
3b109dc8feat(chat): Markdown-highlighting composer (source-preserving textarea) (#105)
Todd Whittakerclaudeassisted
4w ago+428 -23
84%Elevated
more lines added than baseline
  • 8dc76d92feat(admin): bulk select + actions for Users, Pending & Blocked tables (#92)
    Author
    Todd Whittaker
    When
    1mo ago
    Lines
    +3.1K -83
    Risk
    100%Elevated
  • 8d842ccefeat(admin): reject an access request — block re-request, with a visible and reversible denial (#61)
    Author
    Todd Whittaker
    When
    1mo ago
    Lines
    +2.7K -29
    Risk
    100%Elevated
  • d765b57eInitial commit: IPEDS unified DB + natural-language web app
    Author
    Todd Whittaker
    When
    1mo ago
    Lines
    +7.3K -0
    Risk
    100%Elevated
  • b3517d71fix(skills): remember a rejected lesson, mute its category, stop re-queueing duplicates (#295)
    Author
    Todd Whittaker
    When
    2w ago
    Lines
    +2.1K -24
    Risk
    98%Elevated
  • 8fd41e43chore(frontend): derive design-system prop contracts from JSDoc (#220)
    Author
    Todd Whittaker
    When
    4w ago
    Lines
    +1.8K -76
    Risk
    98%Elevated
  • e0b4dbf0chore(design-sync): publish the UI as a claude.ai/design system (#219)
    Author
    Todd Whittaker
    When
    4w ago
    Lines
    +2.2K -0
    Risk
    98%Elevated
  • c7dc7e3arefactor(admin): split Admin.jsx into a shell + src/admin/* (#217)
    Author
    Todd Whittaker
    When
    4w ago
    Lines
    +2.7K -2.4K
    Risk
    98%Elevated
  • 3ef4d742feat(admin): live disk/time estimates, per-file progress, Provisional→Final updates, 5-way parallel NCES ingestion (#40)
    Author
    Todd Whittaker
    When
    1mo ago
    Lines
    +2.8K -172
    Risk
    98%Elevated
  • 73c9530dRetrofit: fix security/a11y review findings + add test suites & agent team
    Author
    Todd Whittaker
    When
    1mo ago
    Lines
    +2.2K -82
    Risk
    98%Elevated
  • 57594a8fdocs: make CLAUDE.md a 149-line process file, move the rest under docs/ (#345)
    Author
    Todd Whittaker
    When
    3d ago
    Lines
    +2.4K -2.2K
    Risk
    96%Elevated
  • 29fb14f2chore(deps-dev): upgrade to TypeScript 7, and pin three contracts it widened (#260)
    Author
    Todd Whittaker
    When
    3w ago
    Lines
    +977 -657
    Risk
    96%Elevated
  • f17cba9cfeat(chat): keep a running turn visible when you navigate away (#240)
    Author
    Todd Whittaker
    When
    3w ago
    Lines
    +1.1K -20
    Risk
    96%Elevated
  • 323e0ff8feat(ux): chat interaction pass — stop, scroll containment, skeleton, focus, retry, rename (#94)
    Author
    Todd Whittaker
    When
    4w ago
    Lines
    +1.6K -119
    Risk
    96%Elevated
  • 27355e31feat(web): client-side URL routing so chats and admin tabs are linkable (#62) (#62)
    Author
    Todd Whittaker
    When
    1mo ago
    Lines
    +1.3K -56
    Risk
    96%Elevated
  • 53c21af6feat(admin): NCES-sourced year catalog with incremental multi-year ingestion (#39)
    Author
    Todd Whittaker
    When
    1mo ago
    Lines
    +2.0K -89
    Risk
    96%Elevated
  • 88a978e9feat: Claude-style chat UX, inline edit/delete, charts, thinking, logs UI (#15)
    Author
    Todd Whittaker
    When
    1mo ago
    Lines
    +1.0K -70
    Risk
    96%Elevated
  • ebc0fd28Add ruff + eslint linting (with prettier available), wire lint into CI (#3)
    Author
    Todd Whittaker
    When
    1mo ago
    Lines
    +3.5K -193
    Risk
    96%Elevated
  • bb37f7dbfix(import): never tell an admin the database was untouched when it is live (#301)
    Author
    Todd Whittaker
    When
    2w ago
    Lines
    +729 -39
    Risk
    92%Elevated
  • 843f30b7fix(import): decide "same file" by identity, and ask the right question at each site (#300)
    Author
    Todd Whittaker
    When
    2w ago
    Lines
    +689 -28
    Risk
    92%Elevated
  • cd768d55fix(critic): only some findings may become lessons, and the prompt no longer says which (#293)
    Author
    Todd Whittaker
    When
    2w ago
    Lines
    +832 -45
    Risk
    92%Elevated
  • c9c760b8feat(agent): ground every hero figure in the turn's real query results (#163)
    Author
    Todd Whittaker
    When
    4w ago
    Lines
    +1.2K -34
    Risk
    92%Elevated
  • 9ed6f301feat(agent): disambiguation clarify-chips + feedback-distilled lessons (#159)
    Author
    Todd Whittaker
    When
    4w ago
    Lines
    +1.3K -39
    Risk
    92%Elevated
  • b5b218fachore(deps): upgrade frontend build tooling — vite 8, vitest 4, plugin-react 6 (#134)
    Author
    Todd Whittaker
    When
    4w ago
    Lines
    +806 -1.5K
    Risk
    92%Elevated
  • 7fbcade1feat(ui): top-bar restructure — wordmark link + user-badge menu, About modal (#106)
    Author
    Todd Whittaker
    When
    4w ago
    Lines
    +825 -186
    Risk
    92%Elevated
  • 814acdb3feat(chat): the analyst layer — hero figure, brief, trend intelligence & drill-downs (#100)
    Author
    Todd Whittaker
    When
    4w ago
    Lines
    +971 -39
    Risk
    92%Elevated
  • cea43aeafeat(web): reusable app-styled confirmation modal, replacing window.confirm (#85)
    Author
    Todd Whittaker
    When
    1mo ago
    Lines
    +799 -211
    Risk
    92%Elevated
  • 096b40fcfeat(admin): CSV bulk user import in the Users tab (#83)
    Author
    Todd Whittaker
    When
    1mo ago
    Lines
    +964 -2
    Risk
    92%Elevated
  • e8d561aefeat(admin): search, sort, pagination + icon actions for the users table (#78)
    Author
    Todd Whittaker
    When
    1mo ago
    Lines
    +848 -41
    Risk
    92%Elevated
  • 5a8f8c7atest(web): add vitest unit tier for pure JS logic + wire it into the gate (#71)
    Author
    Todd Whittaker
    When
    1mo ago
    Lines
    +2.1K -77
    Risk
    92%Elevated
  • 7a3e3916feat(skills): generalized structured lessons; remove thumbs-up (#45)
    Author
    Todd Whittaker
    When
    1mo ago
    Lines
    +1.2K -482
    Risk
    92%Elevated
  • 5f68970cfeat(admin): remove an integrated year (trashcan) + rebuild progress bar (#41)
    Author
    Todd Whittaker
    When
    1mo ago
    Lines
    +1.2K -47
    Risk
    92%Elevated
  • 9ad8c9b8test: every app/ module ≥80% + enforce a per-module coverage floor (#30)
    Author
    Todd Whittaker
    When
    1mo ago
    Lines
    +1.2K -14
    Risk
    92%Elevated
  • 3a3e056afeat(startup): fail with an instruction, not a stack trace, when /data is unwritable (#304)
    Author
    Todd Whittaker
    When
    2w ago
    Lines
    +771 -0
    Risk
    89%Elevated
  • 4288c88ffix(grounding): a cut page cannot supply the total the model claimed (#0) (#298)
    Author
    Todd Whittaker
    When
    2w ago
    Lines
    +825 -36
    Risk
    89%Elevated
  • eb7f78dcfix(llm): gate S5 exhaustion fabrication + raise tool-call ceiling to 20 (#180)
    Author
    Todd Whittaker
    When
    4w ago
    Lines
    +1.2K -135
    Risk
    89%Elevated
  • 19481d07test: retrofit backend coverage to 83% + enforce >=80% gate (#29)
    Author
    Todd Whittaker
    When
    1mo ago
    Lines
    +974 -3
    Risk
    89%Elevated
  • 592eccfcfeat: per-table CSV + inline charts, chart image copy, and chat polish (#16)
    Author
    Todd Whittaker
    When
    1mo ago
    Lines
    +575 -95
    Risk
    89%Elevated
  • 67f2e4a3Pin Python dependencies via a hashed lockfile for reproducible builds (#4)
    Author
    Todd Whittaker
    When
    1mo ago
    Lines
    +1.2K -4
    Risk
    89%Elevated
  • a3b0c884fix(import): record what staging is about to change, before it changes it (#299)
    Author
    Todd Whittaker
    When
    2w ago
    Lines
    +507 -25
    Risk
    87%Elevated
  • 4c6027e5fix: derive the done event's fields on BOTH sides, so a live turn can't drift (#296)
    Author
    Todd Whittaker
    When
    2w ago
    Lines
    +640 -101
    Risk
    87%Elevated
  • cba27314fix(usage): bill every LLM call a turn causes, not just the agent's (#264)
    Author
    Todd Whittaker
    When
    3w ago
    Lines
    +655 -115
    Risk
    87%Elevated
  • 7886a597feat(chat): show whether a table's numbers reproduce from the query (#222)
    Author
    Todd Whittaker
    When
    4w ago
    Lines
    +656 -40
    Risk
    87%Elevated
  • e6cafa6efeat(admin): tabbed Users section (Current / Pending / Blocked) (#95)
    Author
    Todd Whittaker
    When
    4w ago
    Lines
    +647 -211
    Risk
    87%Elevated
  • 76326132refactor(web): extract a reusable <DataTable> from the Users table (#88)
    Author
    Todd Whittaker
    When
    1mo ago
    Lines
    +565 -279
    Risk
    87%Elevated
  • 380812cffix(import): delete the .accdb files a manual import left on disk forever (#297)
    Author
    Todd Whittaker
    When
    2w ago
    Lines
    +530 -21
    Risk
    84%Elevated
  • 5b98aefbfix(grounding): anchor each table row to the result row it describes (#223)
    Author
    Todd Whittaker
    When
    4w ago
    Lines
    +629 -124
    Risk
    84%Elevated
  • a4b163dbfix(ui): make failures visible instead of silent or raw (#209)
    Author
    Todd Whittaker
    When
    4w ago
    Lines
    +460 -27
    Risk
    84%Elevated
  • d417d0ebfix(backend): scope + bound the answer cache, negative-cache the release check, refuse a downgrade (#208)
    Author
    Todd Whittaker
    When
    4w ago
    Lines
    +465 -36
    Risk
    84%Elevated
  • 9999af05feat(grounding): observe-only table grounding (cell-level accuracy on Admin → Usage) (#173)
    Author
    Todd Whittaker
    When
    4w ago
    Lines
    +559 -29
    Risk
    84%Elevated
  • 3b109dc8feat(chat): Markdown-highlighting composer (source-preserving textarea) (#105)
    Author
    Todd Whittaker
    When
    4w ago
    Lines
    +428 -23
    Risk
    84%Elevated
Showing 50 of 315 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.

055typical ↑↑ elevated0.05.010.0Change-risk score →
Below typical
Typical
Elevated

Size against diffusion

The 200 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) →0.05.8Diffusion →
Below typical74
Typical68
Elevated58

Commit history for toddawhittaker/ipeds-oracle

toddawhittaker/ipeds-oracle has 316 commits in its history from 2 contributors, the first of them Jul 14, 2026. In the last 90 days 367 files were touched, 1,493 times in total, most often Admin.jsx. Every commit is scored for change risk from its size, spread and the history of the files it touches.