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repowisekursku/brightbean-studio

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

155of 461 scored

155 commits sit in this repo's top risk tercile, which is 34% of the 461scored. 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 7.2 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 commits4610%Commits whose subject reads as a bug fix rather than new work.Written by an agent11325%Read from commit trailers, so it counts what was declared.Change diffusion1.03bitsShannon 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 threshold7.2out 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.

Feature11%
Fix14%
Refactor2%
Docs4%
Test2%
Deps1%
Chore7%
Other59%
25%of indexed commits are agent-attributed(113 of 461)
claude (113)

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
39d14eb0Agent API: REST + MCP surface for agentic post scheduling (#53)
Jan Schmitz
2mo ago+8.6K -5
100%Elevated
more lines added than baseline
2
f33f10c5Add social platform providers and social account connection feature
Jan Schmitzclaudeassisted
4mo ago+6.5K -166
100%Elevated
more lines added than baseline
3
bebdeb54Add approval workflow and client portal (Stream F)
Jan Schmitzclaudeassisted
4mo ago+3.1K -2
99%Elevated
more lines added than baseline
4
7c296055Add calendar & composer enhancements: queues, CSV import, templates, categories, recurring posts, holidays, custom events
Jan Schmitzclaudeassisted
4mo ago+3.0K -21
99%Elevated
more lines added than baseline
5
5dda4b02Add full media library feature (F-6.1)
Jan Schmitzclaudeassisted
4mo ago+5.3K -13
99%Elevated
more lines added than baseline
6
208ac508Implement Stream A content pipeline: composer, calendar, publishing engine
Jan Schmitzclaudeassisted
4mo ago+4.2K -0
99%Elevated
more lines added than baseline
7
52558a26initial project setup
Jan Schmitz
4mo ago+8.5K -1
99%Elevated
more lines added than baseline
8
3f9bc267Analytics extension for REST and MCP
Jan Schmitz
1mo ago+2.2K -61
98%Elevated
more lines added than baseline
9
d3fa02baAnalytics Feature
Jan Schmitz
1mo ago+2.4K -11
98%Elevated
more lines added than baseline
10
992513a5agent media interface
Jan Schmitz
2mo ago+2.3K -83
98%Elevated
more lines added than baseline
11
029bcc1afeat: implement team member invites, role management, and workspace assignment
Claudeclaudeautonomous
4mo ago+1.4K -6
98%Elevated
more lines added than baseline
12
17acac3ebackend and UI cleanup
Jan Schmitz
4mo ago+2.4K -366
98%Elevated
more lines added than baseline
13
d9670c30Add unified social inbox (F-3.1): models, sync, webhooks, views, and UI
Jan Schmitzclaudeassisted
4mo ago+2.6K -0
98%Elevated
more lines added than baseline
14
742c411fAdd client onboarding flow (F-1.7): connection links, get-started checklist
Jan Schmitzclaudeassisted
4mo ago+1.8K -113
97%Elevated
more lines added than baseline
15
efa66e24Add MCP presigned direct-to-R2 upload for large media (#68)
Jan Schmitzclaudeassisted
1mo ago+1.1K -21
95%Elevated
more lines added than baseline
16
7d865d95Unsplash integration in composer and thumbnail selection
Jan Schmitz
1mo ago+1.9K -124
95%Elevated
more lines added than baseline
17
3243f773intelligence: tabbed playground UI matching Intel's request/response layout
Jan Schmitzclaudeassisted
2mo ago+595 -214
95%Elevated
more lines added than baseline
18
351edecfintelligence: full template set (39 files) for playground + activation + tools
Jan Schmitzclaudeassisted
2mo ago+669 -0
95%Elevated
more lines added than baseline
19
46605ca3intelligence: views (playground, subscribe, two-phase activate, tools)
Jan Schmitzclaudeassisted
2mo ago+943 -0
95%Elevated
more lines added than baseline
20
48fc0512intelligence: two-layer client (InternalClient + IntelligenceAPIClient)
Jan Schmitzclaudeassisted
2mo ago+807 -0
95%Elevated
more lines added than baseline
21
e0ce74cainternal cleanup across multiple apps
Jan Schmitzclaudeassisted
2mo ago+980 -75
95%Elevated
more lines added than baseline
22
55c35573internal cleanup: shared validators, composer, and notifications
Jan Schmitzclaudeassisted
2mo ago+942 -96
95%Elevated
more lines added than baseline
23
37f02d97improved UI for kanban board mutation
Jan Schmitz
4mo ago+954 -313
95%Elevated
more lines added than baseline
24
915d43a2tag feature adjustment
Jan Schmitz
4mo ago+882 -143
95%Elevated
more lines added than baseline
25
3da5b2f0improved composer UI and UX
Jan Schmitz
4mo ago+1.4K -496
95%Elevated
more lines added than baseline
26
380b2379Apply ruff format to all files
Jan Schmitzclaudeassisted
4mo ago+975 -505
95%Elevated
more lines added than baseline
27
5c1faf04App structure and styling for signup, login password reset flow
Jan Schmitz
4mo ago+1.1K -3
95%Elevated
more lines added than baseline
28
832fbc22Initial commit
Jan Schmitz
4mo ago+869 -0
95%Elevated
more lines added than baseline
29
99545be6Fix TikTok unaudited-403 publishing and scoped-composer sibling deletion (#67)
Jan Schmitzclaudeassisted
1mo ago+1.1K -99
93%Elevated
more lines added than baseline
30
f9e78401Add OAuth 2.1 to the MCP server so Claude Desktop can connect (#61)
Jan Schmitz
1mo ago+1.1K -11
93%Elevated
more lines added than baseline
31
fa569e0aCI prep
Jan Schmitz
2mo ago+802 -480
93%Elevated
more lines added than baseline
32
fecd0082refactored PlatformPost to also have a status allowing them to move independently through a post lifecycle
Jan Schmitz
3mo ago+896 -429
93%Elevated
more lines added than baseline
33
d8647487style: run ruff format across codebase
Claudeclaudeautonomous
4mo ago+668 -425
93%Elevated
more lines added than baseline
34
5f1e2415added feed feature
Jan Schmitz
4mo ago+897 -21
93%Elevated
more lines added than baseline
35
48680014added ideas and creation dashboard
Jan Schmitz
4mo ago+740 -5
93%Elevated
more lines added than baseline
36
2ae1a741style and layout adjustements
Jan Schmitz
4mo ago+1.0K -214
93%Elevated
more lines added than baseline
37
7f05bf70Run ruff format on all unformatted files
Jan Schmitzclaudeassisted
4mo ago+540 -288
93%Elevated
more lines added than baseline
38
abf2078eImplementation of feed feature
Jan Schmitz
4mo ago+668 -103
92%Elevated
more lines added than baseline
39
fd00a5cbUI updates for the Ideas section
Jan Schmitz
4mo ago+896 -99
92%Elevated
more lines added than baseline
40
7788f65aAdd admin UI for platform credentials with env-dominant resolution (#60)
Jan Schmitzclaudeassisted
1mo ago+720 -97
91%Elevated
more lines added than baseline
41
b22e2092tiktok requirements update
Jan Schmitz
1mo ago+733 -21
91%Elevated
more lines added than baseline
42
74c65a49Per-platform scheduled publish time
Jan Schmitz
3mo ago+475 -247
91%Elevated
more lines added than baseline
43
1dacf343Run scheduled background work on the worker across all deploy targets (#69)
Jan Schmitzclaudeassisted
1mo ago+633 -271
90%Elevated
more lines added than baseline
44
d018e1eeyoutube analytics
Jan Schmitz
1mo ago+414 -9
90%Elevated
more lines added than baseline
45
e7aaa904intelligence: background tasks (worker fallback + reconcile + refresh)
Jan Schmitzclaudeassisted
2mo ago+358 -4
90%Elevated
more lines added than baseline
46
f1e1124aintelligence: scaffold Studio-side app with four core models
Jan Schmitzclaudeassisted
2mo ago+553 -0
90%Elevated
more lines added than baseline
47
420519adclient portal
Jan Schmitz
4mo ago+508 -0
90%Elevated
more lines added than baseline
48
8a0e10e8mobile friendly UI
Jan Schmitz
4mo ago+372 -76
90%Elevated
more lines added than baseline
49
f340b115media upload and kanban UI mutation improvement
Jan Schmitz
4mo ago+350 -61
90%Elevated
more lines added than baseline
50
c313480eintelligence update
Jan Schmitz
2mo ago+424 -6
89%Elevated
more lines added than baseline
  • 39d14eb0Agent API: REST + MCP surface for agentic post scheduling (#53)
    Author
    Jan Schmitz
    When
    2mo ago
    Lines
    +8.6K -5
    Risk
    100%Elevated
  • f33f10c5Add social platform providers and social account connection feature
    Author
    Jan Schmitz
    When
    4mo ago
    Lines
    +6.5K -166
    Risk
    100%Elevated
  • bebdeb54Add approval workflow and client portal (Stream F)
    Author
    Jan Schmitz
    When
    4mo ago
    Lines
    +3.1K -2
    Risk
    99%Elevated
  • 7c296055Add calendar & composer enhancements: queues, CSV import, templates, categories, recurring posts, holidays, custom events
    Author
    Jan Schmitz
    When
    4mo ago
    Lines
    +3.0K -21
    Risk
    99%Elevated
  • 5dda4b02Add full media library feature (F-6.1)
    Author
    Jan Schmitz
    When
    4mo ago
    Lines
    +5.3K -13
    Risk
    99%Elevated
  • 208ac508Implement Stream A content pipeline: composer, calendar, publishing engine
    Author
    Jan Schmitz
    When
    4mo ago
    Lines
    +4.2K -0
    Risk
    99%Elevated
  • 52558a26initial project setup
    Author
    Jan Schmitz
    When
    4mo ago
    Lines
    +8.5K -1
    Risk
    99%Elevated
  • 3f9bc267Analytics extension for REST and MCP
    Author
    Jan Schmitz
    When
    1mo ago
    Lines
    +2.2K -61
    Risk
    98%Elevated
  • d3fa02baAnalytics Feature
    Author
    Jan Schmitz
    When
    1mo ago
    Lines
    +2.4K -11
    Risk
    98%Elevated
  • 992513a5agent media interface
    Author
    Jan Schmitz
    When
    2mo ago
    Lines
    +2.3K -83
    Risk
    98%Elevated
  • 029bcc1afeat: implement team member invites, role management, and workspace assignment
    Author
    Claude
    When
    4mo ago
    Lines
    +1.4K -6
    Risk
    98%Elevated
  • 17acac3ebackend and UI cleanup
    Author
    Jan Schmitz
    When
    4mo ago
    Lines
    +2.4K -366
    Risk
    98%Elevated
  • d9670c30Add unified social inbox (F-3.1): models, sync, webhooks, views, and UI
    Author
    Jan Schmitz
    When
    4mo ago
    Lines
    +2.6K -0
    Risk
    98%Elevated
  • 742c411fAdd client onboarding flow (F-1.7): connection links, get-started checklist
    Author
    Jan Schmitz
    When
    4mo ago
    Lines
    +1.8K -113
    Risk
    97%Elevated
  • efa66e24Add MCP presigned direct-to-R2 upload for large media (#68)
    Author
    Jan Schmitz
    When
    1mo ago
    Lines
    +1.1K -21
    Risk
    95%Elevated
  • 7d865d95Unsplash integration in composer and thumbnail selection
    Author
    Jan Schmitz
    When
    1mo ago
    Lines
    +1.9K -124
    Risk
    95%Elevated
  • 3243f773intelligence: tabbed playground UI matching Intel's request/response layout
    Author
    Jan Schmitz
    When
    2mo ago
    Lines
    +595 -214
    Risk
    95%Elevated
  • 351edecfintelligence: full template set (39 files) for playground + activation + tools
    Author
    Jan Schmitz
    When
    2mo ago
    Lines
    +669 -0
    Risk
    95%Elevated
  • 46605ca3intelligence: views (playground, subscribe, two-phase activate, tools)
    Author
    Jan Schmitz
    When
    2mo ago
    Lines
    +943 -0
    Risk
    95%Elevated
  • 48fc0512intelligence: two-layer client (InternalClient + IntelligenceAPIClient)
    Author
    Jan Schmitz
    When
    2mo ago
    Lines
    +807 -0
    Risk
    95%Elevated
  • e0ce74cainternal cleanup across multiple apps
    Author
    Jan Schmitz
    When
    2mo ago
    Lines
    +980 -75
    Risk
    95%Elevated
  • 55c35573internal cleanup: shared validators, composer, and notifications
    Author
    Jan Schmitz
    When
    2mo ago
    Lines
    +942 -96
    Risk
    95%Elevated
  • 37f02d97improved UI for kanban board mutation
    Author
    Jan Schmitz
    When
    4mo ago
    Lines
    +954 -313
    Risk
    95%Elevated
  • 915d43a2tag feature adjustment
    Author
    Jan Schmitz
    When
    4mo ago
    Lines
    +882 -143
    Risk
    95%Elevated
  • 3da5b2f0improved composer UI and UX
    Author
    Jan Schmitz
    When
    4mo ago
    Lines
    +1.4K -496
    Risk
    95%Elevated
  • 380b2379Apply ruff format to all files
    Author
    Jan Schmitz
    When
    4mo ago
    Lines
    +975 -505
    Risk
    95%Elevated
  • 5c1faf04App structure and styling for signup, login password reset flow
    Author
    Jan Schmitz
    When
    4mo ago
    Lines
    +1.1K -3
    Risk
    95%Elevated
  • 832fbc22Initial commit
    Author
    Jan Schmitz
    When
    4mo ago
    Lines
    +869 -0
    Risk
    95%Elevated
  • 99545be6Fix TikTok unaudited-403 publishing and scoped-composer sibling deletion (#67)
    Author
    Jan Schmitz
    When
    1mo ago
    Lines
    +1.1K -99
    Risk
    93%Elevated
  • f9e78401Add OAuth 2.1 to the MCP server so Claude Desktop can connect (#61)
    Author
    Jan Schmitz
    When
    1mo ago
    Lines
    +1.1K -11
    Risk
    93%Elevated
  • fa569e0aCI prep
    Author
    Jan Schmitz
    When
    2mo ago
    Lines
    +802 -480
    Risk
    93%Elevated
  • fecd0082refactored PlatformPost to also have a status allowing them to move independently through a post lifecycle
    Author
    Jan Schmitz
    When
    3mo ago
    Lines
    +896 -429
    Risk
    93%Elevated
  • d8647487style: run ruff format across codebase
    Author
    Claude
    When
    4mo ago
    Lines
    +668 -425
    Risk
    93%Elevated
  • 5f1e2415added feed feature
    Author
    Jan Schmitz
    When
    4mo ago
    Lines
    +897 -21
    Risk
    93%Elevated
  • 48680014added ideas and creation dashboard
    Author
    Jan Schmitz
    When
    4mo ago
    Lines
    +740 -5
    Risk
    93%Elevated
  • 2ae1a741style and layout adjustements
    Author
    Jan Schmitz
    When
    4mo ago
    Lines
    +1.0K -214
    Risk
    93%Elevated
  • 7f05bf70Run ruff format on all unformatted files
    Author
    Jan Schmitz
    When
    4mo ago
    Lines
    +540 -288
    Risk
    93%Elevated
  • abf2078eImplementation of feed feature
    Author
    Jan Schmitz
    When
    4mo ago
    Lines
    +668 -103
    Risk
    92%Elevated
  • fd00a5cbUI updates for the Ideas section
    Author
    Jan Schmitz
    When
    4mo ago
    Lines
    +896 -99
    Risk
    92%Elevated
  • 7788f65aAdd admin UI for platform credentials with env-dominant resolution (#60)
    Author
    Jan Schmitz
    When
    1mo ago
    Lines
    +720 -97
    Risk
    91%Elevated
  • b22e2092tiktok requirements update
    Author
    Jan Schmitz
    When
    1mo ago
    Lines
    +733 -21
    Risk
    91%Elevated
  • 74c65a49Per-platform scheduled publish time
    Author
    Jan Schmitz
    When
    3mo ago
    Lines
    +475 -247
    Risk
    91%Elevated
  • 1dacf343Run scheduled background work on the worker across all deploy targets (#69)
    Author
    Jan Schmitz
    When
    1mo ago
    Lines
    +633 -271
    Risk
    90%Elevated
  • d018e1eeyoutube analytics
    Author
    Jan Schmitz
    When
    1mo ago
    Lines
    +414 -9
    Risk
    90%Elevated
  • e7aaa904intelligence: background tasks (worker fallback + reconcile + refresh)
    Author
    Jan Schmitz
    When
    2mo ago
    Lines
    +358 -4
    Risk
    90%Elevated
  • f1e1124aintelligence: scaffold Studio-side app with four core models
    Author
    Jan Schmitz
    When
    2mo ago
    Lines
    +553 -0
    Risk
    90%Elevated
  • 420519adclient portal
    Author
    Jan Schmitz
    When
    4mo ago
    Lines
    +508 -0
    Risk
    90%Elevated
  • 8a0e10e8mobile friendly UI
    Author
    Jan Schmitz
    When
    4mo ago
    Lines
    +372 -76
    Risk
    90%Elevated
  • f340b115media upload and kanban UI mutation improvement
    Author
    Jan Schmitz
    When
    4mo ago
    Lines
    +350 -61
    Risk
    90%Elevated
  • c313480eintelligence update
    Author
    Jan Schmitz
    When
    2mo ago
    Lines
    +424 -6
    Risk
    89%Elevated
Showing 50 of 461 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.

053typical ↑elevated ↑0.05.010.0Change-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) →0.04.8Diffusion →
Below typical59
Typical69
Elevated72

Commit history for kursku/brightbean-studio

kursku/brightbean-studio has 477 commits in its history from 4 contributors, the first of them Mar 25, 2026. In the last 90 days 232 files were touched, 495 times in total, most often base.py. Every commit is scored for change risk from its size, spread and the history of the files it touches.