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repowisehurtener/penguiflow

Repowise · Codebase intelligence

hurtener / penguiflow

A tiny, dependency-light Python library (penguiflow) that lets define typed, concurrent agent pipelines.

Python26github.com/hurtener/penguiflow
Indexed at61c384f·2h ago·Up to date
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Files indexed
789
Symbols
4.0k
Languages
8
Structure
Single

Does the health score find the bugs?

Repowise ranks every file by predicted defect risk. Of the 20 files it flags as riskiest, 4 (20%) actually needed a bug fix in the last 6 months — 19.7× better than picking files at random.

Precision
20%
Lift
19.7×
Flagged
20

Languages

  • markdown47.4%
  • python38.9%
  • typescript8.0%
  • yaml3.4%
  • json1.4%
  • javascript0.6%
  • toml

Code health

Full report
84/100
Healthy4 hotspots
  • Code health80
  • Dead code94
  • Hotspot density99
  • Bus factor4

How hurtener/penguiflow works

A tiny, dependency-light Python library (penguiflow) that lets define typed, concurrent agent pipelines. This page is an auto-generated, always-fresh map of the hurtener/penguiflow repository, written primarily in Python. Repowise indexes the source, parses every symbol, computes a dependency graph, scores per-file code health from complexity, duplication, test coverage and churn, mines git history for hotspots and ownership, and lifts the resulting architectural decisions into a wiki you can read or query through MCP.

The codebase has 789 source files, 4,041 symbols, and 8 languages. Git churn analysis flags 4 high-frequency files as hotspots — places where bugs, rewrites, and code review tend to concentrate. The dependency graph clusters into 468 tightly-coupled module communities.

Use the panels above to open the interactive dashboards, or connect this repo to your editor via the Repowise MCP server for grounded answers inside Claude, Cursor, or VS Code.

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  • Explore hurtener/penguiflow

    Overview

    Files, symbols, languages, packages, git intelligence

    Architecture

    Dependency graph, layered architecture, symbol index, and third-party dependencies

    Code health

    Per-file health scores, hotspots, test coverage, dead code, and refactoring targets

    AI docsPro

    Module-by-module documentation generated from source

    Commits

    Change-risk ranked history with AI-agent provenance and hotspots

    Contributors

    Bus-factor, per-file maintainer maps, and human/agent collaboration

    Decisions

    Architectural decisions extracted from commits and PRs

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