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repowiseadith92/Open-LLM-VTuber

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

266of 805 scored

266 commits sit in this repo's top risk tercile, which is 33% of the 805scored. 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 6.4 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 commits14218%Commits whose subject reads as a bug fix rather than new work.Written by an agent51%Read from commit trailers, so it counts what was declared.Change diffusion0.74bitsShannon 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 threshold6.4out 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.

Consistently other-driven across its history.

Other100%
1%of indexed commits are agent-attributed(5 of 805)
copilot (5)

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
45e22449feat: modify character in frontend
ylxmf
1y ago+25.4K -17
100%Elevated
more lines added than baseline
2
c6671746Revert "Update vad-web from 0.0.7 to 0.0.19"
Yi-Ting Chiu
1y ago+28.5K -24.7K
100%Elevated
more lines added than baseline
3
ce14a514Update vad-web from 0.0.7 to 0.0.19
Yi-Ting Chiu
1y ago+24.9K -28.6K
100%Elevated
more lines added than baseline
4
7c52e0f5Localize frontend packages
Yi-Ting Chiu
2y ago+29.5K -6
100%Elevated
more lines added than baseline
5
f7ae4673add docs
ylxmf
1y ago+29.5K -0
99%Elevated
more lines added than baseline
6
d526f112chore(deps): bump uv.lock
Yi-Ting Chiu
6mo ago+2.2K -1.7K
99%Elevated
more lines added than baseline
7
672169c6Update dependencies
Yi-Ting Chiu
1y ago+3.0K -433
99%Elevated
more lines added than baseline
8
5b889ec3💥 Live2D adjustment, remove mem0 from conf
Yi-Ting Chiu
1y ago+3.8K -1.4K
99%Elevated
more lines added than baseline
9
8088e802refactor: use function design for conversation and separate handler for conversation and group
ylxmf
1y ago+1.1K -1.0K
99%Elevated
more lines added than baseline
10
49748be6chore(deps): bump requirements.txt
Yi-Ting Chiu
6mo ago+1.2K -52
99%Elevated
more lines added than baseline
11
cfbe4aa5ruff formatting
hslater95
8mo ago+1.8K -1.6K
99%Elevated
more lines added than baseline
12
fc10958cbuild: package with pixi
mokurin000
1y ago+1.2K -0
99%Elevated
more lines added than baseline
13
1cd855farefactor conversations and fix some group bugs
ylxmf
1y ago+1.2K -964
99%Elevated
more lines added than baseline
14
106b01e2feat: implement multi-character conversation demo [experimental]
ylxmf
1y ago+1.1K -258
99%Elevated
more lines added than baseline
15
a5b9556cCreated config_manager package
Yi-Ting Chiu
1y ago+1.2K -0
99%Elevated
more lines added than baseline
16
76d34f4dsupport claude for mcp function call and fix bugs
ylxmf
1y ago+842 -412
98%Elevated
more lines added than baseline
17
edf21139✨ Update MCP to MCP Plus
Stewitch
1y ago+934 -236
98%Elevated
more lines added than baseline
18
044e5ba9✨ Added requirements.txt for pip, conda users
Yi-Ting Chiu
1y ago+960 -0
98%Elevated
more lines added than baseline
19
79724a04✨ Added frontend ASR/TTS tools, `/web-tool`
Yi-Ting Chiu
1y ago+1.0K -43
98%Elevated
more lines added than baseline
20
93eeaddcrefactor conversation and fix some bugs
ylxmf
1y ago+766 -462
98%Elevated
more lines added than baseline
21
6d8ef449refactor routes, add message handler and websocket handler
ylxmf
1y ago+647 -497
98%Elevated
more lines added than baseline
22
dbfb4a21🚧 Use uv and pyproject.toml for dependency management
Yi-Ting Chiu
1y ago+2.0K -15
98%Elevated
more lines added than baseline
23
ae93a63dSquashed commit of the following:
Yi-Ting Chiu
2y ago+1.3K -15
98%Elevated
more lines added than baseline
24
e9efd900Merge #210: Upgrade code refactor
Yi-Ting Chiu
1y ago+1.3K -641
97%Elevated
more lines added than baseline
25
fea16acefeat: live support (bilibili as the demo)
ylxmf
1y ago+1.1K -2
97%Elevated
more lines added than baseline
26
c3793db5🚧 Pydantic new config: It runs!
Yi-Ting Chiu
1y ago+938 -729
97%Elevated
more lines added than baseline
27
2f63d4e5Add sherpa-onnx support (#50)
Neil
1y ago+711 -1
97%Elevated
more lines added than baseline
28
35193391Fix live2d lips, expressions, remove old live2d from main
Yi-Ting Chiu
1y ago+1.2K -80
97%Elevated
more lines added than baseline
29
a60fb7f5refactor: tool(mcp) stage3 & format
ylxmf
1y ago+528 -745
96%Elevated
more lines added than baseline
30
9a486676✨ Enhance the MCP Plus support: - Add MCP prompt support to AgentFactory and BasicMemoryAgent; - Enhance ServiceContext for MCP prompt construction; - Enhance chat_completion for openai_compatiable_llm, make sure it deal with tool call correctly; - Improve the tool use ability of BasicMemoryAgent. made it more intelligent.
Stewitch
1y ago+454 -81
96%Elevated
more lines added than baseline
31
57b689c9🐛 Fix: #141 with torch version on intel mac
Yi-Ting Chiu
1y ago+606 -538
96%Elevated
more lines added than baseline
32
72859c11Add Silero-VAD into backend
AnyaCoder
1y ago+721 -1
96%Elevated
more lines added than baseline
33
67baee49chore: migrate conda dependencies to `[tool.pixi.dependencies]`
mokurin000
1y ago+621 -132
96%Elevated
more lines added than baseline
34
e9cbba44Refactor server (#54)
ylxmf
1y ago+444 -574
96%Elevated
more lines added than baseline
35
38a1318dUpdate docs
Yi-Ting Chiu
1y ago+470 -351
96%Elevated
more lines added than baseline
36
23a22461feat: add comprehensive TTS documentation
0xrushi
9mo ago+372 -0
95%Elevated
more lines added than baseline
37
d92e4e54🧑‍💻 feat: add cursor, copilot, gemini rules for code assist and code review (#259)
Yi-Ting Chiucopilotassisted
11mo ago+488 -0
95%Elevated
more lines added than baseline
38
acd5ffaafix tool status & format
ylxmf
1y ago+437 -291
95%Elevated
more lines added than baseline
39
ddec8264Live2D license notice
Yi-Ting Chiu
1y ago+658 -8
95%Elevated
more lines added than baseline
40
0f093dfbfeat: tag stream system
ylxmf
1y ago+461 -133
95%Elevated
more lines added than baseline
41
3ab328f8feat: support image input for basic_memory_agent
ylxmf
1y ago+455 -15
95%Elevated
more lines added than baseline
42
dbbe48fc🐛 Fix interruption, make ws package handling a non-blocking task
Yi-Ting Chiu
1y ago+394 -296
95%Elevated
more lines added than baseline
43
52b961dd🔥 Backend Major Refactor: async, conversation, ServiceContext
Yi-Ting Chiu
1y ago+584 -385
95%Elevated
more lines added than baseline
44
45856788Create README.CN.md
Yi-Ting Chiu
1y ago+448 -0
95%Elevated
more lines added than baseline
45
d1cdb717inital implementation of cartesia tts
hslater95
8mo ago+473 -2
94%Elevated
more lines added than baseline
46
51adb618feat: tool call status
ylxmf
1y ago+352 -327
94%Elevated
more lines added than baseline
47
f7427e9b🎨 Chore: Ruff formatting
Yi-Ting Chiu
1y ago+470 -270
94%Elevated
more lines added than baseline
48
353dbdefformat code
ylxmf
1y ago+354 -279
94%Elevated
more lines added than baseline
49
05f28e90refactor(agent): implement the new output system
ylxmf
1y ago+347 -379
94%Elevated
more lines added than baseline
50
98b236adsherpa onnx asr: we can only use CPU now
Yi-Ting Chiu
1y ago+469 -506
94%Elevated
more lines added than baseline
  • 45e22449feat: modify character in frontend
    Author
    ylxmf
    When
    1y ago
    Lines
    +25.4K -17
    Risk
    100%Elevated
  • c6671746Revert "Update vad-web from 0.0.7 to 0.0.19"
    Author
    Yi-Ting Chiu
    When
    1y ago
    Lines
    +28.5K -24.7K
    Risk
    100%Elevated
  • ce14a514Update vad-web from 0.0.7 to 0.0.19
    Author
    Yi-Ting Chiu
    When
    1y ago
    Lines
    +24.9K -28.6K
    Risk
    100%Elevated
  • 7c52e0f5Localize frontend packages
    Author
    Yi-Ting Chiu
    When
    2y ago
    Lines
    +29.5K -6
    Risk
    100%Elevated
  • f7ae4673add docs
    Author
    ylxmf
    When
    1y ago
    Lines
    +29.5K -0
    Risk
    99%Elevated
  • d526f112chore(deps): bump uv.lock
    Author
    Yi-Ting Chiu
    When
    6mo ago
    Lines
    +2.2K -1.7K
    Risk
    99%Elevated
  • 672169c6Update dependencies
    Author
    Yi-Ting Chiu
    When
    1y ago
    Lines
    +3.0K -433
    Risk
    99%Elevated
  • 5b889ec3💥 Live2D adjustment, remove mem0 from conf
    Author
    Yi-Ting Chiu
    When
    1y ago
    Lines
    +3.8K -1.4K
    Risk
    99%Elevated
  • 8088e802refactor: use function design for conversation and separate handler for conversation and group
    Author
    ylxmf
    When
    1y ago
    Lines
    +1.1K -1.0K
    Risk
    99%Elevated
  • 49748be6chore(deps): bump requirements.txt
    Author
    Yi-Ting Chiu
    When
    6mo ago
    Lines
    +1.2K -52
    Risk
    99%Elevated
  • cfbe4aa5ruff formatting
    Author
    hslater95
    When
    8mo ago
    Lines
    +1.8K -1.6K
    Risk
    99%Elevated
  • fc10958cbuild: package with pixi
    Author
    mokurin000
    When
    1y ago
    Lines
    +1.2K -0
    Risk
    99%Elevated
  • 1cd855farefactor conversations and fix some group bugs
    Author
    ylxmf
    When
    1y ago
    Lines
    +1.2K -964
    Risk
    99%Elevated
  • 106b01e2feat: implement multi-character conversation demo [experimental]
    Author
    ylxmf
    When
    1y ago
    Lines
    +1.1K -258
    Risk
    99%Elevated
  • a5b9556cCreated config_manager package
    Author
    Yi-Ting Chiu
    When
    1y ago
    Lines
    +1.2K -0
    Risk
    99%Elevated
  • 76d34f4dsupport claude for mcp function call and fix bugs
    Author
    ylxmf
    When
    1y ago
    Lines
    +842 -412
    Risk
    98%Elevated
  • edf21139✨ Update MCP to MCP Plus
    Author
    Stewitch
    When
    1y ago
    Lines
    +934 -236
    Risk
    98%Elevated
  • 044e5ba9✨ Added requirements.txt for pip, conda users
    Author
    Yi-Ting Chiu
    When
    1y ago
    Lines
    +960 -0
    Risk
    98%Elevated
  • 79724a04✨ Added frontend ASR/TTS tools, `/web-tool`
    Author
    Yi-Ting Chiu
    When
    1y ago
    Lines
    +1.0K -43
    Risk
    98%Elevated
  • 93eeaddcrefactor conversation and fix some bugs
    Author
    ylxmf
    When
    1y ago
    Lines
    +766 -462
    Risk
    98%Elevated
  • 6d8ef449refactor routes, add message handler and websocket handler
    Author
    ylxmf
    When
    1y ago
    Lines
    +647 -497
    Risk
    98%Elevated
  • dbfb4a21🚧 Use uv and pyproject.toml for dependency management
    Author
    Yi-Ting Chiu
    When
    1y ago
    Lines
    +2.0K -15
    Risk
    98%Elevated
  • ae93a63dSquashed commit of the following:
    Author
    Yi-Ting Chiu
    When
    2y ago
    Lines
    +1.3K -15
    Risk
    98%Elevated
  • e9efd900Merge #210: Upgrade code refactor
    Author
    Yi-Ting Chiu
    When
    1y ago
    Lines
    +1.3K -641
    Risk
    97%Elevated
  • fea16acefeat: live support (bilibili as the demo)
    Author
    ylxmf
    When
    1y ago
    Lines
    +1.1K -2
    Risk
    97%Elevated
  • c3793db5🚧 Pydantic new config: It runs!
    Author
    Yi-Ting Chiu
    When
    1y ago
    Lines
    +938 -729
    Risk
    97%Elevated
  • 2f63d4e5Add sherpa-onnx support (#50)
    Author
    Neil
    When
    1y ago
    Lines
    +711 -1
    Risk
    97%Elevated
  • 35193391Fix live2d lips, expressions, remove old live2d from main
    Author
    Yi-Ting Chiu
    When
    1y ago
    Lines
    +1.2K -80
    Risk
    97%Elevated
  • a60fb7f5refactor: tool(mcp) stage3 & format
    Author
    ylxmf
    When
    1y ago
    Lines
    +528 -745
    Risk
    96%Elevated
  • 9a486676✨ Enhance the MCP Plus support: - Add MCP prompt support to AgentFactory and BasicMemoryAgent; - Enhance ServiceContext for MCP prompt construction; - Enhance chat_completion for openai_compatiable_llm, make sure it deal with tool call correctly; - Improve the tool use ability of BasicMemoryAgent. made it more intelligent.
    Author
    Stewitch
    When
    1y ago
    Lines
    +454 -81
    Risk
    96%Elevated
  • 57b689c9🐛 Fix: #141 with torch version on intel mac
    Author
    Yi-Ting Chiu
    When
    1y ago
    Lines
    +606 -538
    Risk
    96%Elevated
  • 72859c11Add Silero-VAD into backend
    Author
    AnyaCoder
    When
    1y ago
    Lines
    +721 -1
    Risk
    96%Elevated
  • 67baee49chore: migrate conda dependencies to `[tool.pixi.dependencies]`
    Author
    mokurin000
    When
    1y ago
    Lines
    +621 -132
    Risk
    96%Elevated
  • e9cbba44Refactor server (#54)
    Author
    ylxmf
    When
    1y ago
    Lines
    +444 -574
    Risk
    96%Elevated
  • 38a1318dUpdate docs
    Author
    Yi-Ting Chiu
    When
    1y ago
    Lines
    +470 -351
    Risk
    96%Elevated
  • 23a22461feat: add comprehensive TTS documentation
    Author
    0xrushi
    When
    9mo ago
    Lines
    +372 -0
    Risk
    95%Elevated
  • d92e4e54🧑‍💻 feat: add cursor, copilot, gemini rules for code assist and code review (#259)
    Author
    Yi-Ting Chiu
    When
    11mo ago
    Lines
    +488 -0
    Risk
    95%Elevated
  • acd5ffaafix tool status & format
    Author
    ylxmf
    When
    1y ago
    Lines
    +437 -291
    Risk
    95%Elevated
  • ddec8264Live2D license notice
    Author
    Yi-Ting Chiu
    When
    1y ago
    Lines
    +658 -8
    Risk
    95%Elevated
  • 0f093dfbfeat: tag stream system
    Author
    ylxmf
    When
    1y ago
    Lines
    +461 -133
    Risk
    95%Elevated
  • 3ab328f8feat: support image input for basic_memory_agent
    Author
    ylxmf
    When
    1y ago
    Lines
    +455 -15
    Risk
    95%Elevated
  • dbbe48fc🐛 Fix interruption, make ws package handling a non-blocking task
    Author
    Yi-Ting Chiu
    When
    1y ago
    Lines
    +394 -296
    Risk
    95%Elevated
  • 52b961dd🔥 Backend Major Refactor: async, conversation, ServiceContext
    Author
    Yi-Ting Chiu
    When
    1y ago
    Lines
    +584 -385
    Risk
    95%Elevated
  • 45856788Create README.CN.md
    Author
    Yi-Ting Chiu
    When
    1y ago
    Lines
    +448 -0
    Risk
    95%Elevated
  • d1cdb717inital implementation of cartesia tts
    Author
    hslater95
    When
    8mo ago
    Lines
    +473 -2
    Risk
    94%Elevated
  • 51adb618feat: tool call status
    Author
    ylxmf
    When
    1y ago
    Lines
    +352 -327
    Risk
    94%Elevated
  • f7427e9b🎨 Chore: Ruff formatting
    Author
    Yi-Ting Chiu
    When
    1y ago
    Lines
    +470 -270
    Risk
    94%Elevated
  • 353dbdefformat code
    Author
    ylxmf
    When
    1y ago
    Lines
    +354 -279
    Risk
    94%Elevated
  • 05f28e90refactor(agent): implement the new output system
    Author
    ylxmf
    When
    1y ago
    Lines
    +347 -379
    Risk
    94%Elevated
  • 98b236adsherpa onnx asr: we can only use CPU now
    Author
    Yi-Ting Chiu
    When
    1y ago
    Lines
    +469 -506
    Risk
    94%Elevated
Showing 50 of 805 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.

090typical ↑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) →0.04.1Diffusion →
Below typical85
Typical49
Elevated66

Commit history for adith92/Open-LLM-VTuber

Repowise tracks change history across 127 files in adith92/Open-LLM-VTuber. No file in the repository changed in the last 90 days. Every commit is scored for change risk from its size, spread and the history of the files it touches.