rustclaw

Apply approved review findings to a document — reads the review file and makes targeted edits

Systematically review design documents for bugs, inconsistencies, and missing cases

Systematically review requirements documents for completeness, testability, and consistency

Systematically review task breakdowns for completeness, dependency correctness, and implementability

Incremental write pattern for long documents (design, requirements, specs, postmortems, RFCs, ADRs, any structured markdown)

Track, manage, and fix issues across all projects (full lifecycle, strict format)

Remove signs of AI-generated writing from text. Activate before publishing social posts (Reddit, HN, X, blogs) or any external-facing content. Detects 29+ AI writing patterns from Wikipedia's "Signs of AI writing" guide and rewrites them while preserving meaning. Supports voice calibration via writing samples.

Rebuild RustClaw and rolling-restart the three launchd-managed agent instances (main, agent2, marketing)

Draft structured design documents with numbered sections from requirements

Draft structured requirements documents with goals and guards from discussion docs

Initialize a new project with standard .gid/ directory structure

Intelligent social media content intake - extract, analyze, and archive external content with knowledge graph integration

Capture and structure incoming ideas, links, and media into discussion documents

Competitive analysis, technical research, and market validation for new features