Repowise · Codebase intelligence
keygraphhq / shannon
Shannon is an autonomous, white-box AI pentester for web applications and APIs. It analyzes your source code, identifies attack vectors, and executes real exploits to prove vulnerabilities before they reach production.
Does the health score find the bugs?
Repowise ranks every file by predicted defect risk. Of the 20 files it flags as riskiest, 6 (30%) actually needed a bug fix in the last 6 months — 5.8× better than picking files at random.
Languages
- typescript68.9%
- markdown13.3%
- json8.1%
- yaml7.4%
- dockerfile0.7%
- shell0.7%
- javascript
Key modules2
- typescript
cli
apps/cli
- typescript
worker
apps/worker
Code health
Full reportHow keygraphhq/shannon works
Shannon is an autonomous, white-box AI pentester for web applications and APIs. It analyzes your source code, identifies attack vectors, and executes real exploits to prove vulnerabilities before they reach production. This page is an auto-generated, always-fresh map of the keygraphhq/shannon repository, written primarily in TypeScript. 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 135 source files, 816 symbols, and 7 languages, structured as a monorepo with 2 packages. Git churn analysis flags 12 high-frequency files as hotspots — places where bugs, rewrites, and code review tend to concentrate. The dependency graph clusters into 49 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.