LucasDuys

Claude-on-Claude code review protocol — reviews implementation against spec requirements and code quality standards

Decompose approved specs into ordered task frontiers with dependency DAGs, token estimates, and repo tags

Autonomous task implementation workflow — implement, test, review, commit for each task in the frontier

Internal token optimization for Forge agent artifacts (handoff notes, artifact summaries, review notes). NOT exposed as a user-facing /caveman command.

Graph-aware planning and research using codebase knowledge graphs — enables architecture-aware task decomposition, dependency discovery, and context reduction

Interactive spec generation — turn ideas into concrete specs with R-numbered requirements and testable acceptance criteria

Behavioral guardrails for Forge agents based on Andrej Karpathy's principles — prevents over-engineering, silent assumptions, scope creep, and unfocused execution

Trace runtime bugs back to spec gaps — identify missing acceptance criteria, update specs, generate regression tests, and detect patterns

Hackathon-native multiplayer collaboration mode -- brain-dump together, claim tasks across machines, flag decisions async. Drives the subcommands of /forge:collaborate.

DESIGN.md integration for Forge — ensures visual consistency across all UI tasks through standardized design specifications

Generate cinematic launch-video-style React presentations with shared-layout (FLIP) morph transitions between stages. Outputs live React deck, PPTX with Morph transitions, or Playwright-recorded MP4. Use when the user asks for a pitch deck, launch video, demo storyboard, kpi dashboard tour, or any cinematic presentation where elements should morph into one another instead of slide-swiping.