LucasDuys

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.

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.

Authoritative guide for implementing stunning, accessible, performant UI. Synthesizes design engineering philosophy, accessibility standards, animation principles, spatial design, typography, color systems, and component craft into a single actionable reference. Complements the design-system skill (which covers DESIGN.md spec writing) by covering the HOW of implementation. Trigger phrases: "build UI", "create component", "landing page", "make it look good", "frontend", "design", "polish UI", "implement design", "make it beautiful", "UI implementation", "component styling", "animation", "accessibility"

Interacts with the Picnic grocery delivery API for hackathon projects. Handles authentication, product search, cart management, favorites, orders, delivery slots, and recipes. Activates when users need to search Picnic products, manage shopping carts, place grocery orders, check delivery windows, browse or create recipes, or interact with the Picnic storefront API.

Offload large text (docs, logs, transcripts, notes, research dumps) into OCR-certified page images and recall them at up to 2.8x fewer tokens by reading the PNG instead of the raw text. Use when context is filling up with reference material, when the user says "pack this", "microfiche", "offload context", or before reading a large file you will only need to consult occasionally.

Use when writing or rewriting agent state files, plan documents, phase handoffs, frontier files, or any artifact that will be re-read by an LLM in a long-running autonomous loop (Forge tasks, GSD phases, ralph-loop, subagent handoffs, persistent TODO lists). Compresses prose plans 2-4x via deterministic encoding while preserving comprehension. Do NOT use for user-facing output, security warnings, code, or one-shot prompts.