forge
Takes a rough idea and walks it through specs, task planning, test-driven coding and review until it lands as committed code on its own branch. Also traces runtime bugs back to missing requirements so the gaps get fixed in the spec.

Takes a rough idea and walks it through specs, task planning, test-driven coding and review until it lands as committed code on its own branch. Also traces runtime bugs back to missing requirements so the gaps get fixed in the spec.
Turns a brief into a cinematic launch video, investor pitch deck, or feature walkthrough, built as a live React deck with morph transitions between stages. Exports to a live React deck, a PPTX with Morph transitions, or a recorded video file.
Trace runtime bugs back to spec gaps — identify missing acceptance criteria, update specs, generate regression tests, and detect…
Interactive spec generation — turn ideas into concrete specs with R-numbered requirements and testable acceptance criteria
Internal token optimization for Forge agent artifacts (handoff notes, artifact summaries, review notes). NOT exposed as a…
Hackathon-native multiplayer collaboration mode -- brain-dump together, claim tasks across machines, flag decisions async. Drives…
DESIGN.md integration for Forge — ensures visual consistency across all UI tasks through standardized design specifications
Autonomous task implementation workflow — implement, test, review, commit for each task in the frontier
Graph-aware planning and research using codebase knowledge graphs — enables architecture-aware task decomposition, dependency…
Behavioral guardrails for Forge agents based on Andrej Karpathy's principles — prevents over-engineering, silent assumptions,…
Generate cinematic launch-video-style React presentations with shared-layout (FLIP) morph transitions between stages. Outputs…
Decompose approved specs into ordered task frontiers with dependency DAGs, token estimates, and repo tags
Claude-on-Claude code review protocol — reviews implementation against spec requirements and code quality standards
Analyzes task description and codebase context to recommend complexity depth level (quick/standard/thorough). Lightweight…
Implements individual tasks from a frontier. Follows TDD when available, commits atomically, updates state. Dispatched during…
Decomposes a specification into an ordered task frontier with dependency DAG, token estimates, and repo tags. Dispatched during…
Multi-source research agent that investigates best practices, official documentation, and academic literature before…
Reviews code against spec requirements and quality standards. Returns PASS or ISSUES with file:line references and severity…
Writes specifications with R-numbered requirements and testable acceptance criteria from brainstorm output. Use during /forge…
Pre-planning path-validation gate. Scans a spec file for path tokens inside code fences or backticks, checks each against the…
Goal-backward phase verification — checks that spec requirements are actually met, detects stubs and placeholders, verifies…
Perceptual gate for spec `[visual]` acceptance criteria. Drives Playwright MCP (navigate + take_screenshot + evaluate), compares…
You are the morph-deck composer. Given a brief + design tokens + primitive library, emit a complete `stages.ts` and `data.ts` for…
Trace a bug back to a spec gap and generate regression tests
Turn an idea into concrete specs with testable requirements
Opt-in multiplayer mode -- brain-dump together, claim tasks across machines, flag decisions async
Decompose specs into task frontiers with dependency tracking
Continue Forge execution after context reset or interruption
Review an existing branch holistically before merging — blast radius, conventions, security, and spec compliance
Detect missing CLI tools and install them to enhance Forge capabilities
Audit every skill and command Forge can see — group by status (active, duplicate, deprecated, archived)
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