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repowise2233admin/darwin-skill

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

12of 36 scored

12 commits sit in this repo's top risk tercile, which is 33% of the 36scored. 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 7.4 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 commits411%Commits whose subject reads as a bug fix rather than new work.Written by an agent1953%Read from commit trailers, so it counts what was declared.Change diffusion0.62bitsShannon 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 threshold7.4out 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 fix.

Feature17%
Fix14%
Refactor14%
Docs22%
Deps6%
Chore8%
Other19%
53%of indexed commits are agent-attributed(19 of 36)
claude (19)

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
9f4dced1add: dark achievement + white gold result card templates
alchainclaudeassisted
4mo ago+1.1K -0
99%Elevated
more lines added than baseline
2
5eabce73add: English chart images for README_EN
alchain
4mo ago+1.2K -5
92%Elevated
more lines added than baseline
3
d376fd91upgrade: replace Mermaid with VI-consistent HTML chart screenshots
alchain
4mo ago+1.1K -180
92%Elevated
more lines added than baseline
4
065ec0c5add: SVG banner + GitHub Pages showcase
alchain
4mo ago+1.3K -5
92%Elevated
more lines added than baseline
5
10ce74f7init: Auto Skill Optimizer - autoresearch-inspired skill optimization system
alchainclaudeassisted
4mo ago+1.6K -0
92%Elevated
more lines added than baseline
6
aaf3664dadd: visual result card + HD screenshot script
alchainclaudeassisted
4mo ago+733 -4
85%Elevated
more lines added than baseline
7
5bfc6b48v2: rubric expanded to 9 dimensions (SkillLens meta-skill validated)
alchainclaudeassisted
2mo ago+317 -66
82%Elevated
more lines added than baseline
8
508e34a2add: English README + social links + language toggle
alchain
4mo ago+202 -71
78%Elevated
more lines added than baseline
9
33bbc3f3upgrade: add Mermaid flow diagrams for visual impact
alchain
4mo ago+189 -77
78%Elevated
more lines added than baseline
10
d1bb98e1v2.0: integrate SkillLens rubric + SkillOpt validation-gated design
alchain
2mo ago+195 -21
74%Elevated
more lines added than baseline
11
c13408bcdocs: 对外页面与 README 同步九维 rubric 及加权短板口径
alchainclaudeassisted
2w ago+96 -48
71%Elevated
more lines added than baseline
12
52ed3309chart-rubric 图表从 v1 八维更新为 v2 九维
alchainclaudeassisted
2w ago+58 -38
68%Elevated
more lines added than baseline
13
0f647a3aoptimize darwin-skill: add Runtime 适配性审查 gate
alchain
2mo ago+63 -1
65%Typical
more lines added than baseline
14
b310a407fix(screenshot): cross-platform playwright-core resolution + open cmd + file:// url (fixes #19) (#20)
leiluoseu-spec
2w ago+40 -6
63%Typical
more lines added than baseline
15
99dfa833Phase 2 keep/revert: paired within-judge comparison instead of absolute-score delta (#13)
zz02846584zzclaudeassisted
2w ago+33 -21
60%Typical
more lines added than baseline
16
2056abfcrefactor: expand banner with full info hierarchy
alchainclaudeassisted
3mo ago+34 -130
57%Typical
more lines added than baseline
17
491ee209add: 异常边界条件章节 + 资源文件速查 + screenshot.mjs接入主流程
alchain
3mo ago+34 -1
54%Typical
more lines added than baseline
18
52456232docs: 双向credit微软SkillOpt — 顶部加集成徽章+[!NOTE]互认callout+References重构(仓库优先/pip/双向印证)
alchainclaudeassisted
2mo ago+24 -4
51%Typical
more lines added than baseline
19
a1a5871dchore: 补上 README 徽章早已声明的 MIT LICENSE 文件——badge 链接此前 404,issue #5 与 PR #7 作者都在等它落地
alchainclaudeassisted
2w ago+21 -0
49%Typical
more lines added than baseline
20
d11316barename: better.skill → 达尔文.skill
alchain
4mo ago+14 -14
46%Typical
more files than baseline
21
44c2dc9brename: Auto Skill Optimizer → better.skill
alchain
4mo ago+10 -10
43%Typical
more subsystems than baseline
22
c4d6148dREADME 增加 FanBox 宣传 banner(看得见的 vibe coding)
alchainclaudeassisted
2mo ago+9 -0
40%Typical
fewer lines added than baseline
23
7db51221broaden: Claude Code Skill → Agent Skill, support Codex/OpenClaw/Trae/CodeBuddy
alchain
4mo ago+8 -8
38%Typical
fewer lines added than baseline
24
6d435f86Phase 2 诊断改为加权短板优先排序(issue #18 建议三)
alchainclaudeassisted
2w ago+8 -5
35%Typical
fewer lines added than baseline
25
da25288edocs: add safety notes (#14)
Zengjie
2w ago+5 -0
31%Below typical
fewer lines added than baseline
26
12684eb1docs: SKILL.md 设计灵感新增「学术依据 & Credits」— 补全 SkillOpt 仓库链接+pip+双向印证
alchainclaudeassisted
2mo ago+6 -0
31%Below typical
fewer lines added than baseline
27
3b477dd7chore: add 2.0 to titles in README/README_EN/SKILL.md
alchainclaudeassisted
2mo ago+6 -4
26%Below typical
fewer lines added than baseline
28
2fbaf417docs: 中文 README 镜像 #14 的安全提示段
alchain
2w ago+5 -0
24%Below typical
fewer lines added than baseline
29
b1e2ebfcdocs: add hero animation to README
alchainclaudeassisted
3mo ago+6 -0
19%Below typical
fewer lines added than baseline
30
60e36cacupdate: all assets renamed to better.skill
alchain
4mo ago+4 -13
19%Below typical
fewer lines added than baseline
31
ecdc6402fix: weighted_gap 公式补 /10,与举例 11.5 及回退阈值 ≤1.0 统一标度
alchainclaudeassisted
2w ago+4 -3
15%Below typical
fewer lines added than baseline
32
6a3a4c78fix: rubric 图表 Meta 6 分从「效果维度 35分」面板标题中独立标注,并重导出 PNG
alchainclaudeassisted
2w ago+4 -0
13%Below typical
fewer lines added than baseline
33
eac8b550chore(banner): refresh data line — 8-dim→9-dim, 1,430→2,864 stars
alchain
2mo ago+1 -1
10%Below typical
fewer lines added than baseline
34
791df53ffix: dim5 权重 17→18,九维加和 99→100 (fixes #22)
alchainclaudeassisted
2w ago+1 -1
6%Below typical
fewer lines added than baseline
35
7c7b7909FanBox 宣传位更新:主 slogan 改为「Coding Agent 的驾驶舱」+ banner 换 .jpg
alchainclaudeassisted
2mo ago+1 -1
6%Below typical
fewer lines added than baseline
36
d42305absimplify: keep only hero image, remove other screenshots
alchain
4mo ago+1 -13
1%Below typical
fewer lines added than baseline
  • 9f4dced1add: dark achievement + white gold result card templates
    Author
    alchain
    When
    4mo ago
    Lines
    +1.1K -0
    Risk
    99%Elevated
  • 5eabce73add: English chart images for README_EN
    Author
    alchain
    When
    4mo ago
    Lines
    +1.2K -5
    Risk
    92%Elevated
  • d376fd91upgrade: replace Mermaid with VI-consistent HTML chart screenshots
    Author
    alchain
    When
    4mo ago
    Lines
    +1.1K -180
    Risk
    92%Elevated
  • 065ec0c5add: SVG banner + GitHub Pages showcase
    Author
    alchain
    When
    4mo ago
    Lines
    +1.3K -5
    Risk
    92%Elevated
  • 10ce74f7init: Auto Skill Optimizer - autoresearch-inspired skill optimization system
    Author
    alchain
    When
    4mo ago
    Lines
    +1.6K -0
    Risk
    92%Elevated
  • aaf3664dadd: visual result card + HD screenshot script
    Author
    alchain
    When
    4mo ago
    Lines
    +733 -4
    Risk
    85%Elevated
  • 5bfc6b48v2: rubric expanded to 9 dimensions (SkillLens meta-skill validated)
    Author
    alchain
    When
    2mo ago
    Lines
    +317 -66
    Risk
    82%Elevated
  • 508e34a2add: English README + social links + language toggle
    Author
    alchain
    When
    4mo ago
    Lines
    +202 -71
    Risk
    78%Elevated
  • 33bbc3f3upgrade: add Mermaid flow diagrams for visual impact
    Author
    alchain
    When
    4mo ago
    Lines
    +189 -77
    Risk
    78%Elevated
  • d1bb98e1v2.0: integrate SkillLens rubric + SkillOpt validation-gated design
    Author
    alchain
    When
    2mo ago
    Lines
    +195 -21
    Risk
    74%Elevated
  • c13408bcdocs: 对外页面与 README 同步九维 rubric 及加权短板口径
    Author
    alchain
    When
    2w ago
    Lines
    +96 -48
    Risk
    71%Elevated
  • 52ed3309chart-rubric 图表从 v1 八维更新为 v2 九维
    Author
    alchain
    When
    2w ago
    Lines
    +58 -38
    Risk
    68%Elevated
  • 0f647a3aoptimize darwin-skill: add Runtime 适配性审查 gate
    Author
    alchain
    When
    2mo ago
    Lines
    +63 -1
    Risk
    65%Typical
  • b310a407fix(screenshot): cross-platform playwright-core resolution + open cmd + file:// url (fixes #19) (#20)
    Author
    leiluoseu-spec
    When
    2w ago
    Lines
    +40 -6
    Risk
    63%Typical
  • 99dfa833Phase 2 keep/revert: paired within-judge comparison instead of absolute-score delta (#13)
    Author
    zz02846584zz
    When
    2w ago
    Lines
    +33 -21
    Risk
    60%Typical
  • 2056abfcrefactor: expand banner with full info hierarchy
    Author
    alchain
    When
    3mo ago
    Lines
    +34 -130
    Risk
    57%Typical
  • 491ee209add: 异常边界条件章节 + 资源文件速查 + screenshot.mjs接入主流程
    Author
    alchain
    When
    3mo ago
    Lines
    +34 -1
    Risk
    54%Typical
  • 52456232docs: 双向credit微软SkillOpt — 顶部加集成徽章+[!NOTE]互认callout+References重构(仓库优先/pip/双向印证)
    Author
    alchain
    When
    2mo ago
    Lines
    +24 -4
    Risk
    51%Typical
  • a1a5871dchore: 补上 README 徽章早已声明的 MIT LICENSE 文件——badge 链接此前 404,issue #5 与 PR #7 作者都在等它落地
    Author
    alchain
    When
    2w ago
    Lines
    +21 -0
    Risk
    49%Typical
  • d11316barename: better.skill → 达尔文.skill
    Author
    alchain
    When
    4mo ago
    Lines
    +14 -14
    Risk
    46%Typical
  • 44c2dc9brename: Auto Skill Optimizer → better.skill
    Author
    alchain
    When
    4mo ago
    Lines
    +10 -10
    Risk
    43%Typical
  • c4d6148dREADME 增加 FanBox 宣传 banner(看得见的 vibe coding)
    Author
    alchain
    When
    2mo ago
    Lines
    +9 -0
    Risk
    40%Typical
  • 7db51221broaden: Claude Code Skill → Agent Skill, support Codex/OpenClaw/Trae/CodeBuddy
    Author
    alchain
    When
    4mo ago
    Lines
    +8 -8
    Risk
    38%Typical
  • 6d435f86Phase 2 诊断改为加权短板优先排序(issue #18 建议三)
    Author
    alchain
    When
    2w ago
    Lines
    +8 -5
    Risk
    35%Typical
  • da25288edocs: add safety notes (#14)
    Author
    Zengjie
    When
    2w ago
    Lines
    +5 -0
    Risk
    31%Below typical
  • 12684eb1docs: SKILL.md 设计灵感新增「学术依据 & Credits」— 补全 SkillOpt 仓库链接+pip+双向印证
    Author
    alchain
    When
    2mo ago
    Lines
    +6 -0
    Risk
    31%Below typical
  • 3b477dd7chore: add 2.0 to titles in README/README_EN/SKILL.md
    Author
    alchain
    When
    2mo ago
    Lines
    +6 -4
    Risk
    26%Below typical
  • 2fbaf417docs: 中文 README 镜像 #14 的安全提示段
    Author
    alchain
    When
    2w ago
    Lines
    +5 -0
    Risk
    24%Below typical
  • b1e2ebfcdocs: add hero animation to README
    Author
    alchain
    When
    3mo ago
    Lines
    +6 -0
    Risk
    19%Below typical
  • 60e36cacupdate: all assets renamed to better.skill
    Author
    alchain
    When
    4mo ago
    Lines
    +4 -13
    Risk
    19%Below typical
  • ecdc6402fix: weighted_gap 公式补 /10,与举例 11.5 及回退阈值 ≤1.0 统一标度
    Author
    alchain
    When
    2w ago
    Lines
    +4 -3
    Risk
    15%Below typical
  • 6a3a4c78fix: rubric 图表 Meta 6 分从「效果维度 35分」面板标题中独立标注,并重导出 PNG
    Author
    alchain
    When
    2w ago
    Lines
    +4 -0
    Risk
    13%Below typical
  • eac8b550chore(banner): refresh data line — 8-dim→9-dim, 1,430→2,864 stars
    Author
    alchain
    When
    2mo ago
    Lines
    +1 -1
    Risk
    10%Below typical
  • 791df53ffix: dim5 权重 17→18,九维加和 99→100 (fixes #22)
    Author
    alchain
    When
    2w ago
    Lines
    +1 -1
    Risk
    6%Below typical
  • 7c7b7909FanBox 宣传位更新:主 slogan 改为「Coding Agent 的驾驶舱」+ banner 换 .jpg
    Author
    alchain
    When
    2mo ago
    Lines
    +1 -1
    Risk
    6%Below typical
  • d42305absimplify: keep only hero image, remove other screenshots
    Author
    alchain
    When
    4mo ago
    Lines
    +1 -13
    Risk
    1%Below typical
Showing 36 of 36 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.

05typical ↑elevated ↑0.05.010.0Change-risk score →
Below typical
Typical
Elevated

Size against diffusion

The 36 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) →0.02.3Diffusion →
Below typical12
Typical12
Elevated12

Commit history for 2233admin/darwin-skill

2233admin/darwin-skill has 40 commits in its history from 4 contributors, the first of them Apr 13, 2026. In the last 90 days 1 file was touched, 1 times in total, most often screenshot.mjs. Every commit is scored for change risk from its size, spread and the history of the files it touches.