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repowised-oit/do-movie-radio-play

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

72of 217 scored

72 commits sit in this repo's top risk tercile, which is 33% of the 217scored. 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 8.4 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 commits3918%Commits whose subject reads as a bug fix rather than new work.Written by an agent6731%Read from commit trailers, so it counts what was declared.Change diffusion1.12bitsShannon 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 threshold8.4out 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 deps.

Feature31%
Fix17%
Refactor10%
Docs10%
Test1%
Deps18%
Chore9%
Other4%
31%of indexed commits are agent-attributed(67 of 217)
jules (67)

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
9b4d8d5cfeat: restructure into Cargo workspace with 8 library crates
Dominik Oswald
1mo ago+14.0K -1.6K
99%Elevated
more lines added than baseline
2
f495ac34feat(radio-play): restore modern non-voice outputs and record tuning ceiling
CI/CD Tester
3mo ago+22.6K -114
99%Elevated
more lines added than baseline
3
a0f51f0achore(validation): add expanded movie sweep artifacts and eval outputs
CI/CD Tester
3mo ago+8.4K -1.2K
99%Elevated
more lines added than baseline
4
45f52ff2feat(learning): add Ctrl+S save, document learning integration issues
CI/CD Tester
3mo ago+15.8K -80
99%Elevated
more lines added than baseline
5
28557408Add spectral analysis, VAD trait system, and calibration profiles
CI/CD Tester
3mo ago+25.1K -119
99%Elevated
more lines added than baseline
6
10c6031dchore(optimization): add overnight sweep report and stability note
CI/CD Tester
3mo ago+2.9K -0
97%Elevated
more lines added than baseline
7
0bf16598feat: wire GOAP pipeline, add OpenAI TTS, resolve LOC violations
Dominik Oswald
1mo ago+2.4K -1.7K
96%Elevated
more lines added than baseline
8
018a04bdrefactor: extract handlers and template, add merge/util, fix DeepSource+Codacy lint issues
Dominik Oswald
1mo ago+2.1K -1.6K
96%Elevated
more lines added than baseline
9
a90cc5fcAdd Codacy agent skill adapted for Rust project (#67)
Dominik Oswaldjulesassisted
2mo ago+3.3K -3
96%Elevated
more lines added than baseline
10
2b77f8d4feat(radio-play): harden non-voice recovery and workflow guardrails
CI/CD Tester
3mo ago+2.9K -1.1K
96%Elevated
more lines added than baseline
11
852e5389feat(validation): add movie test data and Layer 3 validation
CI/CD Tester
3mo ago+4.4K -150
96%Elevated
more lines added than baseline
12
edb77a83feat(voice): wire Kokoro ONNX inference and implement Qwen3-TTS provider
Dominik Oswald
1mo ago+1.3K -43
94%Elevated
more lines added than baseline
13
5887f7e7fix: merge main, resolve conflicts, fix verification module
Dominik Oswald
1mo ago+1.3K -1.1K
94%Elevated
more lines added than baseline
14
567bb198feat(learning): add libsql database for learning data storage
CI/CD Tester
3mo ago+1.6K -20
94%Elevated
more lines added than baseline
15
41aad6ecfeat(pipeline): integrate feature-aware VAD and schema checks
CI/CD Tester
3mo ago+2.0K -78
94%Elevated
more lines added than baseline
16
d4a287aeVoiceSynthesizer trait and multi-provider voice synthesis (#105)
Dominik Oswaldjulesassisted
1mo ago+1.1K -4
92%Elevated
more lines added than baseline
17
baab56a3feat(plans): add GOAP radio play generation pipeline ADRs
CI/CD Tester
1mo ago+799 -0
92%Elevated
more lines added than baseline
18
2cb4d92dAdd optional DuckDB analytics backend (#46)
Dominik Oswaldjulesassisted
2mo ago+1.2K -552
92%Elevated
more lines added than baseline
19
71dae242chore(optimization): run expanded sweep and regenerate optimized profiles
CI/CD Tester
3mo ago+1.4K -4
92%Elevated
more lines added than baseline
20
45f0c6e0Implement synthetic/dataset/subtitle validation and richer tagging
Dominik Oswald
3mo ago+902 -52
92%Elevated
more lines added than baseline
21
d684c8bcBuild production-grade movie non-voice timeline CLI
Dominik Oswald
3mo ago+2.2K -2
92%Elevated
more lines added than baseline
22
94664245feat: adopt harness engineering from rust-2026-template
Dominik Oswald
1mo ago+1.5K -111
89%Elevated
more lines added than baseline
23
20e4d558feat: Visual gap identifier — find moments needing narration (#100)
Dominik Oswaldjulesassisted
1mo ago+756 -1
89%Elevated
more lines added than baseline
24
c166180cfeat: Implement GOAP core planner with A* search (#98)
Dominik Oswaldjulesassisted
1mo ago+583 -0
89%Elevated
more lines added than baseline
25
fd32df18refactor: extract review template to file, add named tolerance constants, close stale issues (#79)
Dominik Oswald
1mo ago+902 -654
89%Elevated
more lines added than baseline
26
e58d79fcAdd optional Turso remote replica sync to LearningDb (#48)
Dominik Oswaldjulesassisted
2mo ago+1.3K -823
89%Elevated
more lines added than baseline
27
eb545f34build(deps): bump jsonschema from 0.17.1 to 0.46.2 (#16)
dependabot[bot]
3mo ago+627 -279
89%Elevated
more lines added than baseline
28
cac98d30feat(radio-play): add graph-inspired verifier signal and 95% roadmap
CI/CD Tester
3mo ago+1.3K -505
89%Elevated
more lines added than baseline
29
b9cabd3aperf(reports): implement streaming HTML report rendering to fix memory scaling
google-labs-jules[bot]julesautonomous
1w ago+813 -113
85%Elevated
more lines added than baseline
30
25ff9c81Implement active calibration loop and profile versioning
google-labs-jules[bot]julesautonomous
1w ago+687 -23
85%Elevated
more lines added than baseline
31
8baa0862feat: implement issues #120, #122, #123 - render crate, ambient noise, preview CLI
Dominik Oswald
2w ago+882 -51
85%Elevated
more lines added than baseline
32
69d40261Enforce database integrity and safe transactions (#49)
Dominik Oswaldjulesassisted
2mo ago+926 -1.3K
85%Elevated
more lines added than baseline
33
baee0106Normalize spectral features JSON column to SQL columns (#47)
Dominik Oswaldjulesassisted
2mo ago+827 -1.3K
85%Elevated
more lines added than baseline
34
7470284eAdd Wang combinatorial hash fingerprints for content-aware segment matching (#45)
Dominik Oswaldjulesassisted
2mo ago+536 -250
85%Elevated
more lines added than baseline
35
862947f8feat(learning): add DB stats command and real-movie sweep learnings
CI/CD Tester
3mo ago+1.4K -4
85%Elevated
more lines added than baseline
36
cce814f7ci(validation): enforce manifest-based production eval checks
CI/CD Tester
3mo ago+661 -6
85%Elevated
more lines added than baseline
37
ba6dfcf6init prompt
CI/CD Tester
3mo ago+398 -0
85%Elevated
more lines added than baseline
38
802aeb97perf(render): optimize StereoPosition and Mixer render_mix path
google-labs-jules[bot]julesautonomous
6d ago+451 -49
81%Elevated
more lines added than baseline
39
a1917720fix: resolve CI failures (candle-core, markdown, security)
Dominik Oswaldjulesassisted
2w ago+752 -132
81%Elevated
more lines added than baseline
40
44ffe1cbdocs: update plans and status for workspace restructure
Dominik Oswald
1mo ago+442 -282
81%Elevated
more lines added than baseline
41
67d28157fix(security): robustly escape json embedded in review html (#22)
Dominik Oswaldjulesassisted
3mo ago+733 -34
81%Elevated
more lines added than baseline
42
e6912d24feat(optimization): add one-command publish pipeline for sweep outputs
CI/CD Tester
3mo ago+871 -10
81%Elevated
more lines added than baseline
43
6ca37bb3fix(ci): self-fix-loop iteration 1
CI/CD Tester
3mo ago+533 -2
81%Elevated
more lines added than baseline
44
fc68021afeat(cli): close calibration loop and gate real-media benchmarks
CI/CD Tester
3mo ago+683 -175
81%Elevated
more lines added than baseline
45
fda19c24feat: wire Modal TTS into radio-play CLI for end-to-end pipeline
Dominik Oswald
1mo ago+469 -3
78%Elevated
more lines added than baseline
46
770f2c1fdocs(plans): rewrite ADRs for correct radio play concept
CI/CD Tester
1mo ago+282 -157
78%Elevated
more lines added than baseline
47
2054efffBranching audio decode with Symphonia and FFmpeg (#33)
Dominik Oswaldjulesassisted
2mo ago+472 -34
78%Elevated
more lines added than baseline
48
1ac6cf8cfeat(verification): apply threshold overrides and add FP sweep runner
CI/CD Tester
3mo ago+582 -27
78%Elevated
more lines added than baseline
49
f528bc66feat(export): add EDL, WebVTT, and JSON export for timelines
CI/CD Tester
3mo ago+294 -2
78%Elevated
more lines added than baseline
50
adaca8dcfeat(review): add non-voice validation player and open flag
CI/CD Tester
3mo ago+592 -0
78%Elevated
more lines added than baseline
  • 9b4d8d5cfeat: restructure into Cargo workspace with 8 library crates
    Author
    Dominik Oswald
    When
    1mo ago
    Lines
    +14.0K -1.6K
    Risk
    99%Elevated
  • f495ac34feat(radio-play): restore modern non-voice outputs and record tuning ceiling
    Author
    CI/CD Tester
    When
    3mo ago
    Lines
    +22.6K -114
    Risk
    99%Elevated
  • a0f51f0achore(validation): add expanded movie sweep artifacts and eval outputs
    Author
    CI/CD Tester
    When
    3mo ago
    Lines
    +8.4K -1.2K
    Risk
    99%Elevated
  • 45f52ff2feat(learning): add Ctrl+S save, document learning integration issues
    Author
    CI/CD Tester
    When
    3mo ago
    Lines
    +15.8K -80
    Risk
    99%Elevated
  • 28557408Add spectral analysis, VAD trait system, and calibration profiles
    Author
    CI/CD Tester
    When
    3mo ago
    Lines
    +25.1K -119
    Risk
    99%Elevated
  • 10c6031dchore(optimization): add overnight sweep report and stability note
    Author
    CI/CD Tester
    When
    3mo ago
    Lines
    +2.9K -0
    Risk
    97%Elevated
  • 0bf16598feat: wire GOAP pipeline, add OpenAI TTS, resolve LOC violations
    Author
    Dominik Oswald
    When
    1mo ago
    Lines
    +2.4K -1.7K
    Risk
    96%Elevated
  • 018a04bdrefactor: extract handlers and template, add merge/util, fix DeepSource+Codacy lint issues
    Author
    Dominik Oswald
    When
    1mo ago
    Lines
    +2.1K -1.6K
    Risk
    96%Elevated
  • a90cc5fcAdd Codacy agent skill adapted for Rust project (#67)
    Author
    Dominik Oswald
    When
    2mo ago
    Lines
    +3.3K -3
    Risk
    96%Elevated
  • 2b77f8d4feat(radio-play): harden non-voice recovery and workflow guardrails
    Author
    CI/CD Tester
    When
    3mo ago
    Lines
    +2.9K -1.1K
    Risk
    96%Elevated
  • 852e5389feat(validation): add movie test data and Layer 3 validation
    Author
    CI/CD Tester
    When
    3mo ago
    Lines
    +4.4K -150
    Risk
    96%Elevated
  • edb77a83feat(voice): wire Kokoro ONNX inference and implement Qwen3-TTS provider
    Author
    Dominik Oswald
    When
    1mo ago
    Lines
    +1.3K -43
    Risk
    94%Elevated
  • 5887f7e7fix: merge main, resolve conflicts, fix verification module
    Author
    Dominik Oswald
    When
    1mo ago
    Lines
    +1.3K -1.1K
    Risk
    94%Elevated
  • 567bb198feat(learning): add libsql database for learning data storage
    Author
    CI/CD Tester
    When
    3mo ago
    Lines
    +1.6K -20
    Risk
    94%Elevated
  • 41aad6ecfeat(pipeline): integrate feature-aware VAD and schema checks
    Author
    CI/CD Tester
    When
    3mo ago
    Lines
    +2.0K -78
    Risk
    94%Elevated
  • d4a287aeVoiceSynthesizer trait and multi-provider voice synthesis (#105)
    Author
    Dominik Oswald
    When
    1mo ago
    Lines
    +1.1K -4
    Risk
    92%Elevated
  • baab56a3feat(plans): add GOAP radio play generation pipeline ADRs
    Author
    CI/CD Tester
    When
    1mo ago
    Lines
    +799 -0
    Risk
    92%Elevated
  • 2cb4d92dAdd optional DuckDB analytics backend (#46)
    Author
    Dominik Oswald
    When
    2mo ago
    Lines
    +1.2K -552
    Risk
    92%Elevated
  • 71dae242chore(optimization): run expanded sweep and regenerate optimized profiles
    Author
    CI/CD Tester
    When
    3mo ago
    Lines
    +1.4K -4
    Risk
    92%Elevated
  • 45f0c6e0Implement synthetic/dataset/subtitle validation and richer tagging
    Author
    Dominik Oswald
    When
    3mo ago
    Lines
    +902 -52
    Risk
    92%Elevated
  • d684c8bcBuild production-grade movie non-voice timeline CLI
    Author
    Dominik Oswald
    When
    3mo ago
    Lines
    +2.2K -2
    Risk
    92%Elevated
  • 94664245feat: adopt harness engineering from rust-2026-template
    Author
    Dominik Oswald
    When
    1mo ago
    Lines
    +1.5K -111
    Risk
    89%Elevated
  • 20e4d558feat: Visual gap identifier — find moments needing narration (#100)
    Author
    Dominik Oswald
    When
    1mo ago
    Lines
    +756 -1
    Risk
    89%Elevated
  • c166180cfeat: Implement GOAP core planner with A* search (#98)
    Author
    Dominik Oswald
    When
    1mo ago
    Lines
    +583 -0
    Risk
    89%Elevated
  • fd32df18refactor: extract review template to file, add named tolerance constants, close stale issues (#79)
    Author
    Dominik Oswald
    When
    1mo ago
    Lines
    +902 -654
    Risk
    89%Elevated
  • e58d79fcAdd optional Turso remote replica sync to LearningDb (#48)
    Author
    Dominik Oswald
    When
    2mo ago
    Lines
    +1.3K -823
    Risk
    89%Elevated
  • eb545f34build(deps): bump jsonschema from 0.17.1 to 0.46.2 (#16)
    Author
    dependabot[bot]
    When
    3mo ago
    Lines
    +627 -279
    Risk
    89%Elevated
  • cac98d30feat(radio-play): add graph-inspired verifier signal and 95% roadmap
    Author
    CI/CD Tester
    When
    3mo ago
    Lines
    +1.3K -505
    Risk
    89%Elevated
  • b9cabd3aperf(reports): implement streaming HTML report rendering to fix memory scaling
    Author
    google-labs-jules[bot]
    When
    1w ago
    Lines
    +813 -113
    Risk
    85%Elevated
  • 25ff9c81Implement active calibration loop and profile versioning
    Author
    google-labs-jules[bot]
    When
    1w ago
    Lines
    +687 -23
    Risk
    85%Elevated
  • 8baa0862feat: implement issues #120, #122, #123 - render crate, ambient noise, preview CLI
    Author
    Dominik Oswald
    When
    2w ago
    Lines
    +882 -51
    Risk
    85%Elevated
  • 69d40261Enforce database integrity and safe transactions (#49)
    Author
    Dominik Oswald
    When
    2mo ago
    Lines
    +926 -1.3K
    Risk
    85%Elevated
  • baee0106Normalize spectral features JSON column to SQL columns (#47)
    Author
    Dominik Oswald
    When
    2mo ago
    Lines
    +827 -1.3K
    Risk
    85%Elevated
  • 7470284eAdd Wang combinatorial hash fingerprints for content-aware segment matching (#45)
    Author
    Dominik Oswald
    When
    2mo ago
    Lines
    +536 -250
    Risk
    85%Elevated
  • 862947f8feat(learning): add DB stats command and real-movie sweep learnings
    Author
    CI/CD Tester
    When
    3mo ago
    Lines
    +1.4K -4
    Risk
    85%Elevated
  • cce814f7ci(validation): enforce manifest-based production eval checks
    Author
    CI/CD Tester
    When
    3mo ago
    Lines
    +661 -6
    Risk
    85%Elevated
  • ba6dfcf6init prompt
    Author
    CI/CD Tester
    When
    3mo ago
    Lines
    +398 -0
    Risk
    85%Elevated
  • 802aeb97perf(render): optimize StereoPosition and Mixer render_mix path
    Author
    google-labs-jules[bot]
    When
    6d ago
    Lines
    +451 -49
    Risk
    81%Elevated
  • a1917720fix: resolve CI failures (candle-core, markdown, security)
    Author
    Dominik Oswald
    When
    2w ago
    Lines
    +752 -132
    Risk
    81%Elevated
  • 44ffe1cbdocs: update plans and status for workspace restructure
    Author
    Dominik Oswald
    When
    1mo ago
    Lines
    +442 -282
    Risk
    81%Elevated
  • 67d28157fix(security): robustly escape json embedded in review html (#22)
    Author
    Dominik Oswald
    When
    3mo ago
    Lines
    +733 -34
    Risk
    81%Elevated
  • e6912d24feat(optimization): add one-command publish pipeline for sweep outputs
    Author
    CI/CD Tester
    When
    3mo ago
    Lines
    +871 -10
    Risk
    81%Elevated
  • 6ca37bb3fix(ci): self-fix-loop iteration 1
    Author
    CI/CD Tester
    When
    3mo ago
    Lines
    +533 -2
    Risk
    81%Elevated
  • fc68021afeat(cli): close calibration loop and gate real-media benchmarks
    Author
    CI/CD Tester
    When
    3mo ago
    Lines
    +683 -175
    Risk
    81%Elevated
  • fda19c24feat: wire Modal TTS into radio-play CLI for end-to-end pipeline
    Author
    Dominik Oswald
    When
    1mo ago
    Lines
    +469 -3
    Risk
    78%Elevated
  • 770f2c1fdocs(plans): rewrite ADRs for correct radio play concept
    Author
    CI/CD Tester
    When
    1mo ago
    Lines
    +282 -157
    Risk
    78%Elevated
  • 2054efffBranching audio decode with Symphonia and FFmpeg (#33)
    Author
    Dominik Oswald
    When
    2mo ago
    Lines
    +472 -34
    Risk
    78%Elevated
  • 1ac6cf8cfeat(verification): apply threshold overrides and add FP sweep runner
    Author
    CI/CD Tester
    When
    3mo ago
    Lines
    +582 -27
    Risk
    78%Elevated
  • f528bc66feat(export): add EDL, WebVTT, and JSON export for timelines
    Author
    CI/CD Tester
    When
    3mo ago
    Lines
    +294 -2
    Risk
    78%Elevated
  • adaca8dcfeat(review): add non-voice validation player and open flag
    Author
    CI/CD Tester
    When
    3mo ago
    Lines
    +592 -0
    Risk
    78%Elevated
Showing 50 of 217 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.

032typical ↑↑ 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.

1101001,00010,000Lines changed (log) →0.06.0Diffusion →
Below typical68
Typical68
Elevated64

Commit history for d-oit/do-movie-radio-play

d-oit/do-movie-radio-play has 223 commits in its history from 6 contributors, the first of them Apr 13, 2026. In the last 90 days 179 files were touched, 393 times in total, most often main.rs. Every commit is scored for change risk from its size, spread and the history of the files it touches.