Code Editor

The tool ingests a code sample and provides lightweight analysis for quick quality signals. It supports multiple languages using language-aware token patterns and heuristics to identify functions, blocks, and common constructs.
Core metrics include lines of code, function counts, average function length, a cyclomatic complexity estimate, and counts of TODOs or FIXME notes, along with comment density. It also highlights potential hotspots, such as long functions or deep nesting, using simple rule-based checks.
Outputs are structured for integration: a JSON payload with metrics, language label, and the original snippet, plus optional warnings that guide refactoring or test improvements. This enables fast in-browser feedback for developers, educators evaluating student work, and teams performing lightweight local checks without network requests.
Unique value lies in privacy and speed: analysis runs entirely in the browser, requires no server round-trips, and can be extended with custom language profiles for CI-ready reports.