Automatically advance to the next logical step in the GSD workflow
Create context handoff when pausing work mid-phase
Create phases to close all gaps identified by milestone audit
Create detailed phase plan (PLAN.md) with verification loop
Capture a forward-looking idea with trigger conditions — surfaces automatically at the right milestone
Generate developer behavioral profile and create Claude-discoverable artifacts
Execute a quick task with GSD guarantees (atomic commits, state tracking) but skip optional agents
Rapid codebase assessment — lightweight alternative to /gsd:map-codebase
Socratic spec refinement — clarify WHAT a phase delivers with ambiguity scoring before discuss-phase.
[BETA] Offload plan phase to Claude Code's ultraplan cloud — drafts remotely while terminal stays free, review in browser with inline…
Manage parallel workstreams — list, create, switch, status, progress, complete, and resume
When the user wants to build GTM automation with code, design workflow architectures, use AI agents for GTM tasks, or implement the…
When the user wants to define GTM metrics, build a metrics dashboard, measure pipeline efficiency, or track AI product performance.
Best practices and domain knowledge for building videos programmatically with Remotion (videos in React/TypeScript, rendered to MP4).
Use when an operation can fail while still returning valid-looking output - CAD/geometry booleans, image and mesh pipelines, renderers…
Fires when a fellow needs to decide how an AI product is stopped from doing the wrong thing — "design the guardrails", "when does a human…
Guide for setup arXiv paper search MCP server using Docker MCP
Guide for setup Context7 MCP server to load documentation for specific technologies.
Survey documentation coverage across an API or SDK — find undocumented endpoints and gaps.
Use when refactoring unhealthy code and needing Code Health findings to choose small safe steps and verify improvement.
Generates elegant, magazine-style e-ink presentation decks with minimalist layouts and premium serif typography.