Roadmap

Scoring logic improvements

Proportional penalties, preventing zero scores, and avoiding inflated scores when categories do not apply to a project.

Issue grouping and deduplication

Collapsing long file lists with a "+ X more" pattern. Reducing noise from the same finding repeated across many files.

False positive reduction for React and Next.js

Context-aware scanner rules that understand React patterns (hooks, server components, dynamic imports) and flag less aggressively.

VS Code extension

Run audits from the editor sidebar. See findings inline next to the relevant code without leaving VS Code.

GitHub Actions integration

A first-party Action that runs crawwwl on pull requests and posts a summary comment with score changes.

Dashboard improvements

Score history charts, per-category trends, and the ability to compare two audit runs side by side.

Fix suggestions in CLI output

Concrete one-line code suggestions alongside each finding, especially for common patterns like missing alt text and missing React keys.

Claude API interactive fix mode

Paid deep-only feature. After a deep audit, step through findings and apply suggested fixes interactively using the Claude API.

Team accounts

Shared credit pools, per-member audit history, and organisation-level audit configuration.

CI/CD reporting

Structured JSON output designed for CI pipelines: exit codes by severity threshold, report artefact upload, and badge generation.