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repowiseMnehmos/vibe-coders-bible

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

13of 35 scored

13 commits sit in this repo's top risk tercile, which is 37% of the 35scored. 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 9.0 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 commits411%Commits whose subject reads as a bug fix rather than new work.Written by an agent3189%Read from commit trailers, so it counts what was declared.Change diffusion1.39bitsShannon 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 threshold9.0out 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 other-led, now leaning docs.

Feature29%
Fix11%
Docs23%
Chore6%
Other31%
89%of indexed commits are agent-attributed(31 of 35)
claude (31)

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
556d37efAdd Ch 42 audio narration (OpenAI TTS + Whisper timestamps)
Mnehmosclaudeassisted
2mo ago+7.7K -0
94%Elevated
more lines added than baseline
2
2e6cf868Add Ch1 audio, fix audio script path, install openai package
Mnehmosclaudeassisted
2mo ago+7.9K -5
94%Elevated
more lines added than baseline
3
f7d102f1Complete all 42 chapters, add Stagehand reader mode, AI Factory pipeline
Mnehmosclaudeassisted
2mo ago+5.5K -1.0K
94%Elevated
more lines added than baseline
4
c31c1f5eAdd Astro site, RAG server, chapters 3 & 27, GitHub Pages deploy
Mnehmosclaudeassisted
2mo ago+10.9K -40
94%Elevated
more lines added than baseline
5
a35e854dStrip [stage.*] commands before TTS; regenerate ch42 audio
Mnehmosclaudeassisted
2mo ago+2.8K -3.7K
84%Elevated
more lines added than baseline
6
9573e5bbDraft 11 chapters: Parts II-III, Case Studies Ch 28, Failure Modes Ch 30-33
Mnehmosclaudeassisted
2mo ago+1.6K -436
84%Elevated
more lines added than baseline
7
13ca0c1eScaffold book manuscript and publishing workflow
Vario2050
3mo ago+4.8K -0
84%Elevated
more lines added than baseline
8
00cf3b04docs(weave): AI-native thesis pass - Parts I, II, V, VII, IX-X + partial III, IV, VI, VIII (#5,#17-#22,#24-#31)
Mnehmosclaudeassisted
1mo ago+1.1K -98
79%Elevated
more lines added than baseline
9
5205fbf9Draft case study chapters 24-26, 29 grounded in real repo architecture
Mnehmosclaudeassisted
2mo ago+607 -93
76%Elevated
more lines added than baseline
10
2a1411f3Draft chapter 6 mixed model output
Vario2050
3mo ago+305 -33
73%Elevated
more lines added than baseline
11
4332cd1fdocs(weave): AI-native thesis pass - Part III, the Hierarchy of AI Controls (#26, #19, #20)
Mnehmosclaudeassisted
1mo ago+245 -16
67%Elevated
more lines added than baseline
12
186441dbfeat(build): add PDF/DOCX/EPUB + narration release pipeline (#10)
Mnehmosclaudeassisted
1mo ago+299 -18
67%Elevated
more lines added than baseline
13
accd92d0Draft chapter 2 labor constraint thesis
Vario2050
3mo ago+248 -22
67%Elevated
more lines added than baseline
14
dfb058cedocs(weave): AI-native thesis pass - Part VIII remainder, Chapters 36-40 (#30)
Mnehmosclaudeassisted
1mo ago+210 -2
59%Typical
more lines added than baseline
15
ec0f2bbeStagehand: RAF timing, inline word highlight, fingerprint para match
Mnehmosclaudeassisted
2mo ago+232 -221
59%Typical
more lines added than baseline
16
ae8e79baAdd Stagehand presenter mode with paragraph spotlight
Mnehmosclaudeassisted
2mo ago+227 -76
59%Typical
more lines added than baseline
17
aadeb150docs(weave): AI-native thesis pass - Part IV remainder and Part VI remainder (#27, #21, #22)
Mnehmosclaudeassisted
1mo ago+196 -2
51%Typical
more lines added than baseline
18
874cdb8cdocs(foundation): add Introduction chapters and dual-discipline framing (#14, #15, #16)
Mnehmosclaudeassisted
1mo ago+355 -26
51%Typical
more lines added than baseline
19
89f5f088feat(claude-md): add ready-to-use master system prompt package (v1.0.1)
Mnehmosclaudeassisted
1mo ago+250 -2
46%Typical
more lines added than baseline
20
ea6aad93Draft Chapter 1: Vibe Coding Is Real
Mnehmosclaudeassisted
2mo ago+158 -19
46%Typical
more lines added than baseline
21
9bf7283fdocs(weave): AI-native thesis pass - conclusion, glossary, appendices C/D/E (#32, #17, #22)
Mnehmosclaudeassisted
1mo ago+157 -17
41%Typical
more lines added than baseline
22
13ac8219Add Stagehand inline command system
Mnehmosclaudeassisted
2mo ago+144 -19
39%Typical
more lines added than baseline
23
d74b9853docs(weave): AI-native thesis pass - templates (#32)
Mnehmosclaudeassisted
1mo ago+131 -0
36%Typical
more lines added than baseline
24
639b9b1dchore(templates): dedupe template pack to canonical UPPERCASE core set (#9)
Mnehmosclaudeassisted
1mo ago+77 -297
33%Below typical
more lines added than baseline
25
6fc68d03chore(manuscript+site): appendices, publishing notes, stagehand; drop rag .env.example
Mnehmos
2mo ago+123 -74
29%Below typical
more lines added than baseline
26
7fd1ec7fAdd stage command toggles and annotate Ch 42 as a live demo
Mnehmosclaudeassisted
2mo ago+81 -10
29%Below typical
more lines added than baseline
27
647faca9Spotlight: portal overlay + z-index punch-through
Mnehmosclaudeassisted
2mo ago+34 -17
24%Below typical
more lines added than baseline
28
0ecfd340Fix word-sync: align extractStage and wrapParaWords to Whisper's \w+ tokenization
Mnehmosclaudeassisted
2mo ago+14 -8
21%Below typical
more lines added than baseline
29
d1c364c1Add Part IX and X to PARTS map and fix roman numeral display
Mnehmosclaudeassisted
2mo ago+12 -6
19%Below typical
more scattered than baseline
30
fa555b83Add amber glow bloom to spotlight paragraph
Mnehmosclaudeassisted
2mo ago+9 -5
16%Below typical
fewer lines added than baseline
31
9a1bfb56Fix spotlight stale closure — use presentModeRef in spotlightPara
Mnehmosclaudeassisted
2mo ago+8 -4
13%Below typical
fewer lines added than baseline
32
b105b3baLoosen presenter dim — 18% to 35% opacity
Mnehmosclaudeassisted
2mo ago+6 -6
10%Below typical
fewer lines added than baseline
33
d4ab754fdocs(readme): point release formats at the v1.0.0 release and live site
Mnehmosclaudeassisted
1mo ago+5 -6
7%Below typical
fewer lines added than baseline
34
7326ded6Increase word lookahead to 250ms
Mnehmosclaudeassisted
2mo ago+1 -1
3%Below typical
fewer lines added than baseline
35
34888bacAdd 100ms lookahead to word timestamp lookup
Mnehmosclaudeassisted
2mo ago+1 -1
3%Below typical
fewer lines added than baseline
  • 556d37efAdd Ch 42 audio narration (OpenAI TTS + Whisper timestamps)
    Author
    Mnehmos
    When
    2mo ago
    Lines
    +7.7K -0
    Risk
    94%Elevated
  • 2e6cf868Add Ch1 audio, fix audio script path, install openai package
    Author
    Mnehmos
    When
    2mo ago
    Lines
    +7.9K -5
    Risk
    94%Elevated
  • f7d102f1Complete all 42 chapters, add Stagehand reader mode, AI Factory pipeline
    Author
    Mnehmos
    When
    2mo ago
    Lines
    +5.5K -1.0K
    Risk
    94%Elevated
  • c31c1f5eAdd Astro site, RAG server, chapters 3 & 27, GitHub Pages deploy
    Author
    Mnehmos
    When
    2mo ago
    Lines
    +10.9K -40
    Risk
    94%Elevated
  • a35e854dStrip [stage.*] commands before TTS; regenerate ch42 audio
    Author
    Mnehmos
    When
    2mo ago
    Lines
    +2.8K -3.7K
    Risk
    84%Elevated
  • 9573e5bbDraft 11 chapters: Parts II-III, Case Studies Ch 28, Failure Modes Ch 30-33
    Author
    Mnehmos
    When
    2mo ago
    Lines
    +1.6K -436
    Risk
    84%Elevated
  • 13ca0c1eScaffold book manuscript and publishing workflow
    Author
    Vario2050
    When
    3mo ago
    Lines
    +4.8K -0
    Risk
    84%Elevated
  • 00cf3b04docs(weave): AI-native thesis pass - Parts I, II, V, VII, IX-X + partial III, IV, VI, VIII (#5,#17-#22,#24-#31)
    Author
    Mnehmos
    When
    1mo ago
    Lines
    +1.1K -98
    Risk
    79%Elevated
  • 5205fbf9Draft case study chapters 24-26, 29 grounded in real repo architecture
    Author
    Mnehmos
    When
    2mo ago
    Lines
    +607 -93
    Risk
    76%Elevated
  • 2a1411f3Draft chapter 6 mixed model output
    Author
    Vario2050
    When
    3mo ago
    Lines
    +305 -33
    Risk
    73%Elevated
  • 4332cd1fdocs(weave): AI-native thesis pass - Part III, the Hierarchy of AI Controls (#26, #19, #20)
    Author
    Mnehmos
    When
    1mo ago
    Lines
    +245 -16
    Risk
    67%Elevated
  • 186441dbfeat(build): add PDF/DOCX/EPUB + narration release pipeline (#10)
    Author
    Mnehmos
    When
    1mo ago
    Lines
    +299 -18
    Risk
    67%Elevated
  • accd92d0Draft chapter 2 labor constraint thesis
    Author
    Vario2050
    When
    3mo ago
    Lines
    +248 -22
    Risk
    67%Elevated
  • dfb058cedocs(weave): AI-native thesis pass - Part VIII remainder, Chapters 36-40 (#30)
    Author
    Mnehmos
    When
    1mo ago
    Lines
    +210 -2
    Risk
    59%Typical
  • ec0f2bbeStagehand: RAF timing, inline word highlight, fingerprint para match
    Author
    Mnehmos
    When
    2mo ago
    Lines
    +232 -221
    Risk
    59%Typical
  • ae8e79baAdd Stagehand presenter mode with paragraph spotlight
    Author
    Mnehmos
    When
    2mo ago
    Lines
    +227 -76
    Risk
    59%Typical
  • aadeb150docs(weave): AI-native thesis pass - Part IV remainder and Part VI remainder (#27, #21, #22)
    Author
    Mnehmos
    When
    1mo ago
    Lines
    +196 -2
    Risk
    51%Typical
  • 874cdb8cdocs(foundation): add Introduction chapters and dual-discipline framing (#14, #15, #16)
    Author
    Mnehmos
    When
    1mo ago
    Lines
    +355 -26
    Risk
    51%Typical
  • 89f5f088feat(claude-md): add ready-to-use master system prompt package (v1.0.1)
    Author
    Mnehmos
    When
    1mo ago
    Lines
    +250 -2
    Risk
    46%Typical
  • ea6aad93Draft Chapter 1: Vibe Coding Is Real
    Author
    Mnehmos
    When
    2mo ago
    Lines
    +158 -19
    Risk
    46%Typical
  • 9bf7283fdocs(weave): AI-native thesis pass - conclusion, glossary, appendices C/D/E (#32, #17, #22)
    Author
    Mnehmos
    When
    1mo ago
    Lines
    +157 -17
    Risk
    41%Typical
  • 13ac8219Add Stagehand inline command system
    Author
    Mnehmos
    When
    2mo ago
    Lines
    +144 -19
    Risk
    39%Typical
  • d74b9853docs(weave): AI-native thesis pass - templates (#32)
    Author
    Mnehmos
    When
    1mo ago
    Lines
    +131 -0
    Risk
    36%Typical
  • 639b9b1dchore(templates): dedupe template pack to canonical UPPERCASE core set (#9)
    Author
    Mnehmos
    When
    1mo ago
    Lines
    +77 -297
    Risk
    33%Below typical
  • 6fc68d03chore(manuscript+site): appendices, publishing notes, stagehand; drop rag .env.example
    Author
    Mnehmos
    When
    2mo ago
    Lines
    +123 -74
    Risk
    29%Below typical
  • 7fd1ec7fAdd stage command toggles and annotate Ch 42 as a live demo
    Author
    Mnehmos
    When
    2mo ago
    Lines
    +81 -10
    Risk
    29%Below typical
  • 647faca9Spotlight: portal overlay + z-index punch-through
    Author
    Mnehmos
    When
    2mo ago
    Lines
    +34 -17
    Risk
    24%Below typical
  • 0ecfd340Fix word-sync: align extractStage and wrapParaWords to Whisper's \w+ tokenization
    Author
    Mnehmos
    When
    2mo ago
    Lines
    +14 -8
    Risk
    21%Below typical
  • d1c364c1Add Part IX and X to PARTS map and fix roman numeral display
    Author
    Mnehmos
    When
    2mo ago
    Lines
    +12 -6
    Risk
    19%Below typical
  • fa555b83Add amber glow bloom to spotlight paragraph
    Author
    Mnehmos
    When
    2mo ago
    Lines
    +9 -5
    Risk
    16%Below typical
  • 9a1bfb56Fix spotlight stale closure — use presentModeRef in spotlightPara
    Author
    Mnehmos
    When
    2mo ago
    Lines
    +8 -4
    Risk
    13%Below typical
  • b105b3baLoosen presenter dim — 18% to 35% opacity
    Author
    Mnehmos
    When
    2mo ago
    Lines
    +6 -6
    Risk
    10%Below typical
  • d4ab754fdocs(readme): point release formats at the v1.0.0 release and live site
    Author
    Mnehmos
    When
    1mo ago
    Lines
    +5 -6
    Risk
    7%Below typical
  • 7326ded6Increase word lookahead to 250ms
    Author
    Mnehmos
    When
    2mo ago
    Lines
    +1 -1
    Risk
    3%Below typical
  • 34888bacAdd 100ms lookahead to word timestamp lookup
    Author
    Mnehmos
    When
    2mo ago
    Lines
    +1 -1
    Risk
    3%Below typical
Showing 35 of 35 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.

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

Size against diffusion

The 35 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) →0.06.2Diffusion →
Below typical12
Typical10
Elevated13

Commit history for Mnehmos/vibe-coders-bible

Mnehmos/vibe-coders-bible has 37 commits in its history from 3 contributors, the first of them May 16, 2026. In the last 90 days 12 files were touched, 29 times in total, most often Stagehand.tsx. Every commit is scored for change risk from its size, spread and the history of the files it touches.