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repowisebmsull560/fabric_4l

bmsull560 / fabric_4l

Enterprise agentic SaaS platform — transform unstructured data into structured knowledge through ontology-guided AI pipelines

Pythongithub.com/bmsull560/fabric_4l
Indexed at44f5478·3d ago·Up to date with upstream
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Code health

8.4out of 10Excellent

bmsull560/fabric_4l scores 8.4 out of 10 on defect risk, which Repowise rates Excellent. Maintainability scores 9.2 out of 10. Static performance risk scores 9.9 out of 10. The three are scored separately and never blended into a single number. 931 of 6,959 files are git hotspots, the places where changes and bug fixes concentrate.

Full health report
Defect risk8.4/10 · Excellent
Maintainability9.2/10 · Excellent
Performance risk9.9/10 · Excellent
Files
7.0k
Symbols
44k
Modules
697
Doc pages
6.2k
Dead exports
417

Where the risk concentrates

All 931 hotspots

Ranked by prior bug fixes and change frequency, mined from the full git history rather than from the code alone.

FileChurnPrior fixesMaintainersCommits 90d
main.pyservices/layer2-extraction/src/layer2_extraction/api100.0th %ile17bug magnet5bus factor 197
middleware.pypackages/shared/src/value_fabric/shared/identity99.9th %ile15bug magnet7

Read more about bmsull560/fabric_4l

  • OverviewFiles, symbols, languages, packages, git intelligence
  • ArchitectureDependency graph, layered architecture, symbol index, and third-party dependencies
  • Code healthPer-file health scores, hotspots, test coverage, dead code, and refactoring targets
  • AI explanationsProModule-by-module documentation generated from source

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Average health across every file, straight from the latest index.

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How bmsull560/fabric_4l works

Enterprise agentic SaaS platform — transform unstructured data into structured knowledge through ontology-guided AI pipelines This page is an auto-generated, always-fresh map of the bmsull560/fabric_4l 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 6,959 source files, 43,557 symbols, and 12 languages, organised into 697 modules, led by python, markdown, typescript. Static analysis leaves 13,309 open findings across the three health dimensions.

Use the links 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.

51
main.pyservices/layer5-ground-truth/src/layer5_ground_truth/api99.9th %ile8bug magnet652
main.pyservices/layer1-ingestion/src/layer1_ingestion/api99.8th %ile7bug magnet3bus factor 143
models.pyservices/layer3-knowledge/src/api99.9th %ile6bug magnet3bus factor 131
index.tsapps/web/src/api/generated/l199.8th %ile5bug magnet3bus factor 114
  • CommitsChange-risk ranked history with AI-agent provenance and hotspots
  • ContributorsBus-factor, per-file maintainer maps, and human/agent collaboration
  • DecisionsArchitectural decisions extracted from commits and PRs
  • Chat with this repoSign inProAsk grounded questions over the indexed code