forge

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

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

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

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

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

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

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

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

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

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