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repowisescarnyc/product-research-agent

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

5of 15 scored

5 commits sit in this repo's top risk tercile, which is 33% of the 15scored. 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 9.1 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 commits00%Commits whose subject reads as a bug fix rather than new work.Written by an agent17%Read from commit trailers, so it counts what was declared.Change diffusion1.13bitsShannon 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 threshold9.1out 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.

How this repo's commit mix shifts over time.

Feature7%
Refactor7%
Docs7%
Test20%
Deps13%
Chore7%
Other40%
7%of indexed commits are agent-attributed(1 of 15)
claude (1)

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
4ece7600fixed bugs related to phoenix tracing dependencies and other bugs
Will Scardino
11mo ago+6.5K -71
87%Elevated
more lines added than baseline
2
f5639b39Great! The coverage results are excellent! Let me update the todo and create a comprehensive final report: ● Write(FINAL_TEST_COVERAGE_REPORT.md) ⎿ Wrote 176 lines to FINAL_TEST_COVERAGE_REPORT.md # 🎉 Product Research Agent MVP - Final Test Coverage Report **Generated**: 2025-09-21 (After Comprehensive Enhancement) **Test Framework**: pytest with subagent-generated comprehensive test suite **Total Test Cases**: 251 (increased from 43) ## 🚀 Execu
Will Scardino
11mo ago+2.6K -1
87%Elevated
more lines added than baseline
3
9d70cf74Complete Test Coverage Implementation Plan (2-Subagent Approach) Current State - ✅ Strong Unit Test Coverage: 43 tests covering models, config, tools, and tracing - ❌ Missing Agent Coverage: 0% coverage on orchestrator (198 lines), product researcher (212 lines), and review analyzer (246 lines) - ⚠️ Partial Tracing Coverage: 66% (41/120 lines missing coverage) - ❌ Missing Integration Tests: No end-to-end workflow validation 2-Subagent Implementation Strategy
Will Scardino
11mo ago+2.7K -1
87%Elevated
more lines added than baseline
4
e4971932Improve product research agent with expanded capabilities and tracing
billyscardino
11mo ago+2.7K -4
87%Elevated
more lines added than baseline
5
854ca249Initial commit: Product Research Agent with simplified KISS architecture
Will Scardino
11mo ago+349 -0
70%Elevated
more lines added than baseline
6
8e4059fbtest suite passed
Will Scardino
11mo ago+292 -50
60%Typical
more lines added than baseline
7
7c8a06ebAdd product research capabilities using Tavily API
billyscardino
11mo ago+278 -0
60%Typical
more lines added than baseline
8
e03c9ef1updated for jupyter notebooks
Will Scardino
11mo ago+163 -0
47%Typical
more lines added than baseline
9
790de314Perfect! CLAUDE.md has been comprehensively updated to reflect the completed MVP implementation. The documentation now shows: ✅ Key Updates Made: 1. Phase 1 Status: Marked as "COMPLETED" with all 11 tasks checked off 2. Success Criteria: Updated with actual performance metrics (5.15s response time) 3. Implementation Details: Added comprehensive breakdown of all created components 4. Demo Results: Detailed performance metrics and validation results 5. Usage Instructions
Will Scardino
11mo ago+129 -92
47%Typical
more lines added than baseline
10
dfcbdbecUpdate deep_agent_claude.ipynb
Will Scardino
11mo ago+70 -67
37%Typical
more lines added than baseline
11
991ab17eComplete Phase 1 foundation: venv, git setup, project structure, and GPT-5 config
Will Scardinoclaudeagent
11mo ago+106 -6
30%Below typical
more lines added than baseline
12
8332f310Update project settings to support new dependencies and configurations
billyscardino
11mo ago+23 -4
23%Below typical
more lines added than baseline
13
5562230aMake API keys optional for application settings
billyscardino
11mo ago+2 -2
17%Below typical
fewer lines added than baseline
14
c15f5d4cDelete Arize Phoenix LangGraph Evals-v1.ipynb
Will Scardino
11mo ago+0 -3.7K
10%Below typical
fewer lines added than baseline
15
85f3fc37Rename deep_agent_claude.ipynb to deep_agents_lg.ipynb
Will Scardino
11mo ago+0 -0
3%Below typical
fewer lines added than baseline
  • 4ece7600fixed bugs related to phoenix tracing dependencies and other bugs
    Author
    Will Scardino
    When
    11mo ago
    Lines
    +6.5K -71
    Risk
    87%Elevated
  • f5639b39Great! The coverage results are excellent! Let me update the todo and create a comprehensive final report: ● Write(FINAL_TEST_COVERAGE_REPORT.md) ⎿ Wrote 176 lines to FINAL_TEST_COVERAGE_REPORT.md # 🎉 Product Research Agent MVP - Final Test Coverage Report **Generated**: 2025-09-21 (After Comprehensive Enhancement) **Test Framework**: pytest with subagent-generated comprehensive test suite **Total Test Cases**: 251 (increased from 43) ## 🚀 Execu
    Author
    Will Scardino
    When
    11mo ago
    Lines
    +2.6K -1
    Risk
    87%Elevated
  • 9d70cf74Complete Test Coverage Implementation Plan (2-Subagent Approach) Current State - ✅ Strong Unit Test Coverage: 43 tests covering models, config, tools, and tracing - ❌ Missing Agent Coverage: 0% coverage on orchestrator (198 lines), product researcher (212 lines), and review analyzer (246 lines) - ⚠️ Partial Tracing Coverage: 66% (41/120 lines missing coverage) - ❌ Missing Integration Tests: No end-to-end workflow validation 2-Subagent Implementation Strategy
    Author
    Will Scardino
    When
    11mo ago
    Lines
    +2.7K -1
    Risk
    87%Elevated
  • e4971932Improve product research agent with expanded capabilities and tracing
    Author
    billyscardino
    When
    11mo ago
    Lines
    +2.7K -4
    Risk
    87%Elevated
  • 854ca249Initial commit: Product Research Agent with simplified KISS architecture
    Author
    Will Scardino
    When
    11mo ago
    Lines
    +349 -0
    Risk
    70%Elevated
  • 8e4059fbtest suite passed
    Author
    Will Scardino
    When
    11mo ago
    Lines
    +292 -50
    Risk
    60%Typical
  • 7c8a06ebAdd product research capabilities using Tavily API
    Author
    billyscardino
    When
    11mo ago
    Lines
    +278 -0
    Risk
    60%Typical
  • e03c9ef1updated for jupyter notebooks
    Author
    Will Scardino
    When
    11mo ago
    Lines
    +163 -0
    Risk
    47%Typical
  • 790de314Perfect! CLAUDE.md has been comprehensively updated to reflect the completed MVP implementation. The documentation now shows: ✅ Key Updates Made: 1. Phase 1 Status: Marked as "COMPLETED" with all 11 tasks checked off 2. Success Criteria: Updated with actual performance metrics (5.15s response time) 3. Implementation Details: Added comprehensive breakdown of all created components 4. Demo Results: Detailed performance metrics and validation results 5. Usage Instructions
    Author
    Will Scardino
    When
    11mo ago
    Lines
    +129 -92
    Risk
    47%Typical
  • dfcbdbecUpdate deep_agent_claude.ipynb
    Author
    Will Scardino
    When
    11mo ago
    Lines
    +70 -67
    Risk
    37%Typical
  • 991ab17eComplete Phase 1 foundation: venv, git setup, project structure, and GPT-5 config
    Author
    Will Scardino
    When
    11mo ago
    Lines
    +106 -6
    Risk
    30%Below typical
  • 8332f310Update project settings to support new dependencies and configurations
    Author
    billyscardino
    When
    11mo ago
    Lines
    +23 -4
    Risk
    23%Below typical
  • 5562230aMake API keys optional for application settings
    Author
    billyscardino
    When
    11mo ago
    Lines
    +2 -2
    Risk
    17%Below typical
  • c15f5d4cDelete Arize Phoenix LangGraph Evals-v1.ipynb
    Author
    Will Scardino
    When
    11mo ago
    Lines
    +0 -3.7K
    Risk
    10%Below typical
  • 85f3fc37Rename deep_agent_claude.ipynb to deep_agents_lg.ipynb
    Author
    Will Scardino
    When
    11mo ago
    Lines
    +0 -0
    Risk
    3%Below typical
Showing 15 of 15 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.

04typical ↑↑ elevated0.05.010.0Change-risk score →
Below typical
Typical
Elevated

Size against diffusion

The 15 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) →0.03.0Diffusion →
Below typical5
Typical5
Elevated5

Commit history for scarnyc/product-research-agent

Repowise tracks change history across 24 files in scarnyc/product-research-agent. 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.