Repowise · Codebase intelligence
prefecthq / prefect
Prefect is a workflow orchestration framework for building resilient data pipelines in Python.
Does the health score find the bugs?
Repowise ranks every file by predicted defect risk. Of the 20 files it flags as riskiest, 14 (70%) actually needed a bug fix in the last 6 months — 6.0× better than picking files at random.
Languages
- python38.5%
- typescript32.5%
- markdown21.5%
- external2.7%
- yaml2.4%
- json1.0%
- toml
Code health
Full report- Doc coverage100
- Code health80
- Dead code97
- Hotspot density97
How prefecthq/prefect works
Prefect is a workflow orchestration framework for building resilient data pipelines in Python. This page is an auto-generated, always-fresh map of the prefecthq/prefect 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 4,839 source files, 35,893 symbols, and 12 languages. Git churn analysis flags 73 high-frequency files as hotspots — places where bugs, rewrites, and code review tend to concentrate. The dependency graph clusters into 1447 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.