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repowisehurtener/penguiflow

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

116of 347 scored

116 commits sit in this repo's top risk tercile, which is 33% of the 347scored. 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 9.3 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 commits278%Commits whose subject reads as a bug fix rather than new work.Written by an agent113%Read from commit trailers, so it counts what was declared.Change diffusion1.86bitsShannon 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 threshold9.3out 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.

Feature18%
Fix20%
Refactor1%
Docs8%
Test9%
Deps5%
Chore2%
Other36%
3%of indexed commits are agent-attributed(11 of 347)
claude (11)

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
7bf3d098Skills generation
Santiago Benvenuto
3mo ago+15.6K -2
98%Elevated
more lines added than baseline
2
32e8699eDocumentation commit
Santiago Benvenuto
7mo ago+6.9K -7
98%Elevated
more lines added than baseline
3
0374d156Initial release of nativellm client
Santiago Benvenuto
7mo ago+18.0K -36
98%Elevated
more lines added than baseline
4
7cbc472cFixed detection of final answer in some cases where the key ordering in the llm response was different
Santiago Benvenuto
7mo ago+10.5K -286
98%Elevated
more lines added than baseline
5
f1f0e69eReact planner code refactor
Santiago Benvenuto
7mo ago+4.7K -3.9K
98%Elevated
more lines added than baseline
6
ccbd31f3Refactored components code
Santiago Benvenuto
7mo ago+10.8K -6.9K
98%Elevated
more lines added than baseline
7
217be598RFC Component Initial implementation
Santiago Benvenuto
7mo ago+17.7K -243
98%Elevated
more lines added than baseline
8
73a48c64Auto-Artifact for toolnode connections
Santiago Benvenuto
7mo ago+8.1K -23
98%Elevated
more lines added than baseline
9
33dedb20Front-end Refactor
Santiago Benvenuto
8mo ago+10.3K -2.0K
98%Elevated
more lines added than baseline
10
5559e243Bumped version to 2.7 after increased testing coverage
Santiago Benvenuto
8mo ago+11.6K -91
98%Elevated
more lines added than baseline
11
fff393a2New examples with planner
Santiago Benvenuto
9mo ago+5.6K -2
98%Elevated
more lines added than baseline
12
3080c1c8enhanced documentation
Santiago Benvenuto
10mo ago+11.9K -805
98%Elevated
more lines added than baseline
13
3ea2c4a1Add full MCP Prompts and MCP Apps support to ToolNode
Claude
5mo ago+2.4K -39
93%Elevated
more lines added than baseline
14
0cbdf765Added phases
Martin Ignacio Alonso
5mo ago+2.2K -0
93%Elevated
more lines added than baseline
15
e53852f0Github page docs
Santiago Benvenuto
5mo ago+8.1K -2.0K
93%Elevated
more lines added than baseline
16
430addb8Initial Skill and Tool search
Santiago Benvenuto
6mo ago+5.2K -302
93%Elevated
more lines added than baseline
17
3935936bUpdate of A2A end to end to latest spec
Santiago Benvenuto
6mo ago+5.5K -322
93%Elevated
more lines added than baseline
18
3442547dGuardrails v1
Santiago Benvenuto
7mo ago+4.5K -172
93%Elevated
more lines added than baseline
19
b7ddc890Extracted and unified how tool calls are handled, so they appear for parallel calls exaclty the same as for normal tool calls
Santiago Benvenuto
7mo ago+2.9K -396
93%Elevated
more lines added than baseline
20
5ed6a805Resiliency for small models
Santiago Benvenuto
7mo ago+3.5K -4.0K
93%Elevated
more lines added than baseline
21
47f4e5abAdjusted tests and extended functionality of background tasks to be used by the agents itself
Santiago Benvenuto
7mo ago+2.8K -29
93%Elevated
more lines added than baseline
22
a92bae02Initial development of subsystems
Santiago Benvenuto
7mo ago+5.6K -51
93%Elevated
more lines added than baseline
23
65b2b160AGUI Initial Integration
Santiago Benvenuto
7mo ago+6.8K -125
93%Elevated
more lines added than baseline
24
b4e9a4e8Refactored frontend to show artifacts ready to be downloaded
Santiago Benvenuto
7mo ago+4.5K -139
93%Elevated
more lines added than baseline
25
285abb4bRFC Short term memory
Santiago Benvenuto
8mo ago+5.6K -251
93%Elevated
more lines added than baseline
26
5b14f4b5ToolNode v1
Santiago Benvenuto
8mo ago+5.0K -119
93%Elevated
more lines added than baseline
27
b30609edUI initial release
Santiago Benvenuto
8mo ago+6.9K -58
93%Elevated
more lines added than baseline
28
d7feae3dTemplates 4 enhanced
Santiago Benvenutoclaudeagent
8mo ago+4.8K -108
93%Elevated
more lines added than baseline
29
b6befe7fTier 2, 3, 4 templates
Santiago Benvenuto
8mo ago+4.8K -39
93%Elevated
more lines added than baseline
30
6067a328extended react planner
Santiago Benvenuto
8mo ago+3.8K -3.3K
93%Elevated
more lines added than baseline
31
b133384bPlan
Santiago Benvenuto
10mo ago+3.6K -0
93%Elevated
more lines added than baseline
32
c2cbda80ReactPlanner fixes in json handling
Santiago Benvenuto
10mo ago+3.3K -253
93%Elevated
more lines added than baseline
33
f6ca92d8feat(examples): Add enterprise agent with ReactPlanner
Claudeclaudeagent
10mo ago+2.0K -0
93%Elevated
more lines added than baseline
34
74e5f2f6Enhanced Docs
Santiago Benvenuto
10mo ago+2.6K -0
93%Elevated
more lines added than baseline
35
d1e60f53A2A full spec
Santiago Benvenuto
3mo ago+3.0K -68
87%Elevated
more lines added than baseline
36
e43ce33aRich outputs enhanced wrappers and docs
Santiago Benvenuto
5mo ago+2.3K -192
87%Elevated
more lines added than baseline
37
a308db04MCP Apps support
Santiago Benvenuto
5mo ago+3.0K -543
87%Elevated
more lines added than baseline
38
ab963fafAdded phases
Martin Ignacio Alonso
5mo ago+1.4K -0
87%Elevated
more lines added than baseline
39
73ebf8f1Added phases
Martin Ignacio Alonso
5mo ago+1.3K -0
87%Elevated
more lines added than baseline
40
019c8bb6Added phases
Martin Ignacio Alonso
5mo ago+1.1K -0
87%Elevated
more lines added than baseline
41
d35b0681added documentation
Santiago Benvenuto
6mo ago+2.1K -1.3K
87%Elevated
more lines added than baseline
42
70771b8aMade the system more resilient to out-of-band messages and added the posibility to sequential tasks if the model send complete JSON action schemas.
Santiago Benvenuto
7mo ago+2.5K -92
87%Elevated
more lines added than baseline
43
577e6d75Simplification of planning model
Santiago Benvenuto
7mo ago+2.5K -491
87%Elevated
more lines added than baseline
44
fc4aeca6Unified the statestore
Santiago Benvenuto
7mo ago+2.4K -502
87%Elevated
more lines added than baseline
45
c4e4a3b1Extended coverage of playground changes
Santiago Benvenuto
7mo ago+2.3K -1
87%Elevated
more lines added than baseline
46
696f49fev2.7.3 Release Notes
Santiago Benvenuto
8mo ago+1.8K -30
87%Elevated
more lines added than baseline
47
ee89531cFixes in Template quality
Santiago Benvenuto
8mo ago+1.9K -242
87%Elevated
more lines added than baseline
48
9ec83e0bWorking version with issues with some providers
Santiago Benvenuto
8mo ago+3.0K -284
87%Elevated
more lines added than baseline
49
4c5de377Spec Generator engine
Santiago Benvenuto
8mo ago+3.2K -64
87%Elevated
more lines added than baseline
50
e580fa54Tier 1 templates
Santiago Benvenuto
8mo ago+3.9K -0
87%Elevated
more lines added than baseline
  • 7bf3d098Skills generation
    Author
    Santiago Benvenuto
    When
    3mo ago
    Lines
    +15.6K -2
    Risk
    98%Elevated
  • 32e8699eDocumentation commit
    Author
    Santiago Benvenuto
    When
    7mo ago
    Lines
    +6.9K -7
    Risk
    98%Elevated
  • 0374d156Initial release of nativellm client
    Author
    Santiago Benvenuto
    When
    7mo ago
    Lines
    +18.0K -36
    Risk
    98%Elevated
  • 7cbc472cFixed detection of final answer in some cases where the key ordering in the llm response was different
    Author
    Santiago Benvenuto
    When
    7mo ago
    Lines
    +10.5K -286
    Risk
    98%Elevated
  • f1f0e69eReact planner code refactor
    Author
    Santiago Benvenuto
    When
    7mo ago
    Lines
    +4.7K -3.9K
    Risk
    98%Elevated
  • ccbd31f3Refactored components code
    Author
    Santiago Benvenuto
    When
    7mo ago
    Lines
    +10.8K -6.9K
    Risk
    98%Elevated
  • 217be598RFC Component Initial implementation
    Author
    Santiago Benvenuto
    When
    7mo ago
    Lines
    +17.7K -243
    Risk
    98%Elevated
  • 73a48c64Auto-Artifact for toolnode connections
    Author
    Santiago Benvenuto
    When
    7mo ago
    Lines
    +8.1K -23
    Risk
    98%Elevated
  • 33dedb20Front-end Refactor
    Author
    Santiago Benvenuto
    When
    8mo ago
    Lines
    +10.3K -2.0K
    Risk
    98%Elevated
  • 5559e243Bumped version to 2.7 after increased testing coverage
    Author
    Santiago Benvenuto
    When
    8mo ago
    Lines
    +11.6K -91
    Risk
    98%Elevated
  • fff393a2New examples with planner
    Author
    Santiago Benvenuto
    When
    9mo ago
    Lines
    +5.6K -2
    Risk
    98%Elevated
  • 3080c1c8enhanced documentation
    Author
    Santiago Benvenuto
    When
    10mo ago
    Lines
    +11.9K -805
    Risk
    98%Elevated
  • 3ea2c4a1Add full MCP Prompts and MCP Apps support to ToolNode
    Author
    Claude
    When
    5mo ago
    Lines
    +2.4K -39
    Risk
    93%Elevated
  • 0cbdf765Added phases
    Author
    Martin Ignacio Alonso
    When
    5mo ago
    Lines
    +2.2K -0
    Risk
    93%Elevated
  • e53852f0Github page docs
    Author
    Santiago Benvenuto
    When
    5mo ago
    Lines
    +8.1K -2.0K
    Risk
    93%Elevated
  • 430addb8Initial Skill and Tool search
    Author
    Santiago Benvenuto
    When
    6mo ago
    Lines
    +5.2K -302
    Risk
    93%Elevated
  • 3935936bUpdate of A2A end to end to latest spec
    Author
    Santiago Benvenuto
    When
    6mo ago
    Lines
    +5.5K -322
    Risk
    93%Elevated
  • 3442547dGuardrails v1
    Author
    Santiago Benvenuto
    When
    7mo ago
    Lines
    +4.5K -172
    Risk
    93%Elevated
  • b7ddc890Extracted and unified how tool calls are handled, so they appear for parallel calls exaclty the same as for normal tool calls
    Author
    Santiago Benvenuto
    When
    7mo ago
    Lines
    +2.9K -396
    Risk
    93%Elevated
  • 5ed6a805Resiliency for small models
    Author
    Santiago Benvenuto
    When
    7mo ago
    Lines
    +3.5K -4.0K
    Risk
    93%Elevated
  • 47f4e5abAdjusted tests and extended functionality of background tasks to be used by the agents itself
    Author
    Santiago Benvenuto
    When
    7mo ago
    Lines
    +2.8K -29
    Risk
    93%Elevated
  • a92bae02Initial development of subsystems
    Author
    Santiago Benvenuto
    When
    7mo ago
    Lines
    +5.6K -51
    Risk
    93%Elevated
  • 65b2b160AGUI Initial Integration
    Author
    Santiago Benvenuto
    When
    7mo ago
    Lines
    +6.8K -125
    Risk
    93%Elevated
  • b4e9a4e8Refactored frontend to show artifacts ready to be downloaded
    Author
    Santiago Benvenuto
    When
    7mo ago
    Lines
    +4.5K -139
    Risk
    93%Elevated
  • 285abb4bRFC Short term memory
    Author
    Santiago Benvenuto
    When
    8mo ago
    Lines
    +5.6K -251
    Risk
    93%Elevated
  • 5b14f4b5ToolNode v1
    Author
    Santiago Benvenuto
    When
    8mo ago
    Lines
    +5.0K -119
    Risk
    93%Elevated
  • b30609edUI initial release
    Author
    Santiago Benvenuto
    When
    8mo ago
    Lines
    +6.9K -58
    Risk
    93%Elevated
  • d7feae3dTemplates 4 enhanced
    Author
    Santiago Benvenuto
    When
    8mo ago
    Lines
    +4.8K -108
    Risk
    93%Elevated
  • b6befe7fTier 2, 3, 4 templates
    Author
    Santiago Benvenuto
    When
    8mo ago
    Lines
    +4.8K -39
    Risk
    93%Elevated
  • 6067a328extended react planner
    Author
    Santiago Benvenuto
    When
    8mo ago
    Lines
    +3.8K -3.3K
    Risk
    93%Elevated
  • b133384bPlan
    Author
    Santiago Benvenuto
    When
    10mo ago
    Lines
    +3.6K -0
    Risk
    93%Elevated
  • c2cbda80ReactPlanner fixes in json handling
    Author
    Santiago Benvenuto
    When
    10mo ago
    Lines
    +3.3K -253
    Risk
    93%Elevated
  • f6ca92d8feat(examples): Add enterprise agent with ReactPlanner
    Author
    Claude
    When
    10mo ago
    Lines
    +2.0K -0
    Risk
    93%Elevated
  • 74e5f2f6Enhanced Docs
    Author
    Santiago Benvenuto
    When
    10mo ago
    Lines
    +2.6K -0
    Risk
    93%Elevated
  • d1e60f53A2A full spec
    Author
    Santiago Benvenuto
    When
    3mo ago
    Lines
    +3.0K -68
    Risk
    87%Elevated
  • e43ce33aRich outputs enhanced wrappers and docs
    Author
    Santiago Benvenuto
    When
    5mo ago
    Lines
    +2.3K -192
    Risk
    87%Elevated
  • a308db04MCP Apps support
    Author
    Santiago Benvenuto
    When
    5mo ago
    Lines
    +3.0K -543
    Risk
    87%Elevated
  • ab963fafAdded phases
    Author
    Martin Ignacio Alonso
    When
    5mo ago
    Lines
    +1.4K -0
    Risk
    87%Elevated
  • 73ebf8f1Added phases
    Author
    Martin Ignacio Alonso
    When
    5mo ago
    Lines
    +1.3K -0
    Risk
    87%Elevated
  • 019c8bb6Added phases
    Author
    Martin Ignacio Alonso
    When
    5mo ago
    Lines
    +1.1K -0
    Risk
    87%Elevated
  • d35b0681added documentation
    Author
    Santiago Benvenuto
    When
    6mo ago
    Lines
    +2.1K -1.3K
    Risk
    87%Elevated
  • 70771b8aMade the system more resilient to out-of-band messages and added the posibility to sequential tasks if the model send complete JSON action schemas.
    Author
    Santiago Benvenuto
    When
    7mo ago
    Lines
    +2.5K -92
    Risk
    87%Elevated
  • 577e6d75Simplification of planning model
    Author
    Santiago Benvenuto
    When
    7mo ago
    Lines
    +2.5K -491
    Risk
    87%Elevated
  • fc4aeca6Unified the statestore
    Author
    Santiago Benvenuto
    When
    7mo ago
    Lines
    +2.4K -502
    Risk
    87%Elevated
  • c4e4a3b1Extended coverage of playground changes
    Author
    Santiago Benvenuto
    When
    7mo ago
    Lines
    +2.3K -1
    Risk
    87%Elevated
  • 696f49fev2.7.3 Release Notes
    Author
    Santiago Benvenuto
    When
    8mo ago
    Lines
    +1.8K -30
    Risk
    87%Elevated
  • ee89531cFixes in Template quality
    Author
    Santiago Benvenuto
    When
    8mo ago
    Lines
    +1.9K -242
    Risk
    87%Elevated
  • 9ec83e0bWorking version with issues with some providers
    Author
    Santiago Benvenuto
    When
    8mo ago
    Lines
    +3.0K -284
    Risk
    87%Elevated
  • 4c5de377Spec Generator engine
    Author
    Santiago Benvenuto
    When
    8mo ago
    Lines
    +3.2K -64
    Risk
    87%Elevated
  • e580fa54Tier 1 templates
    Author
    Santiago Benvenuto
    When
    8mo ago
    Lines
    +3.9K -0
    Risk
    87%Elevated
Showing 50 of 347 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.

082↑ typical↑ 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) →0.05.8Diffusion →
Below typical64
Typical66
Elevated70

Commit history for hurtener/penguiflow

Repowise tracks change history across 709 files in hurtener/penguiflow. In the last 90 days 145 files were touched, 184 times in total, most often __init__.py. Every commit is scored for change risk from its size, spread and the history of the files it touches.