/project:improve

The tool analyzes local JSONL session files to extract repeated topics and recurring context pastes, then generates ranked proposals for documentation improvements. It requires explicit user approval before applying any changes to your project files.

Yes, the tool detects recurring tool sequences and manual multi-step tasks from your session history to propose creating or updating command automation files. This streamlines frequent actions by converting them into reusable commands.

Yes, the tool follows a privacy-first approach by reading local JSONL session files exclusively on your machine. It requires explicit consent to analyze and redacts secrets before processing your session history.

Run the tool with the dry-run option to generate ranked proposals based on sampled inputs without writing any files. This allows you to review all suggested documentation and command updates safely before applying them.

Analyze session history for repeated inputs and document that information directly in CLAUDE.md. The tool identifies these recurring patterns and recommends specific sections to add, reducing the need to manually paste large context blocks.

The tool requires local JSONL session files for parsing and manual approval for every change. It samples large inputs to manage processing, meaning highly fragmented or rare session topics might not generate strong proposals for command files.