gsd-do
Route freeform text to the right GSD command automatically
gsd-execute-phase
Execute all plans in a phase with wave-based parallelization
gsd-fast
Execute a trivial task inline — no subagents, no planning overhead
gsd-forensics
Post-mortem investigation for failed GSD workflows — analyzes git history, artifacts, and state to diagnose what went wrong
gsd-health
Diagnose planning directory health and optionally repair issues
gsd-help
Show available GSD commands and usage guide
gsd-insert-phase
Insert urgent work as decimal phase (e.g., 72.1) between existing phases
gsd-join-discord
Join the GSD Discord community
gsd-list-phase-assumptions
Surface the agent's assumptions about a phase approach before planning
gsd-list-workspaces
List active GSD workspaces and their status
gsd-manager
Interactive command center for managing multiple phases from one terminal
gsd-map-codebase
Analyze codebase with parallel mapper agents to produce .planning/codebase/ documents
gsd-milestone-summary
Generate a comprehensive project summary from milestone artifacts for team onboarding and review
gsd-new-milestone
Start a new milestone cycle — update PROJECT.md and route to requirements
gsd-new-project
Initialize a new project with deep context gathering and PROJECT.md
gsd-new-workspace
Create an isolated workspace with repo copies and independent .planning/
gsd-next
Automatically advance to the next logical step in the GSD workflow
gsd-note
Zero-friction idea capture. Append, list, or promote notes to todos.
gsd-pause-work
Create context handoff when pausing work mid-phase
gsd-plan-milestone-gaps
Create phases to close all gaps identified by milestone audit
gsd-plan-phase
Create detailed phase plan (PLAN.md) with verification loop
gsd-plant-seed
Capture a forward-looking idea with trigger conditions — surfaces automatically at the right milestone
gsd-pr-branch
Create a clean PR branch by filtering out .planning/ commits — ready for code review
gsd-profile-user
Generate developer behavioral profile and create Claude-discoverable artifacts
gsd-progress
Check project progress, show context, and route to next action (execute or plan)
gsd-quick
Execute a quick task with GSD guarantees (atomic commits, state tracking) but skip optional agents
gsd-reapply-patches
Reapply local modifications after a GSD update
gsd-remove-phase
Remove a future phase from roadmap and renumber subsequent phases
gsd-remove-workspace
Remove a GSD workspace and clean up worktrees
gsd-research-phase
Research how to implement a phase (standalone - usually use $gsd-plan-phase instead)
gsd-resume-work
Resume work from previous session with full context restoration
gsd-review
Request cross-AI peer review of phase plans from external AI CLIs
gsd-review-backlog
Review and promote backlog items to active milestone
gsd-session-report
Generate a session report with token usage estimates, work summary, and outcomes
gsd-set-profile
Switch model profile for GSD agents (quality/balanced/budget/inherit)
gsd-settings
Configure GSD workflow toggles and model profile
gsd-ship
Create PR, run review, and prepare for merge after verification passes
gsd-stats
Display project statistics — phases, plans, requirements, git metrics, and timeline
gsd-thread
Manage persistent context threads for cross-session work
gsd-ui-phase
Generate UI design contract (UI-SPEC.md) for frontend phases
gsd-ui-review
Retroactive 6-pillar visual audit of implemented frontend code
gsd-update
Update GSD to latest version with changelog display
gsd-validate-phase
Retroactively audit and fill Nyquist validation gaps for a completed phase
gsd-verify-work
Validate built features through conversational UAT
gsd-workstreams
Manage parallel workstreams — list, create, switch, status, progress, complete, and resume
mastering-python-skill
Modern Python coaching covering language foundations through advanced production patterns. Use when asked to "write Python code", "explain Python concepts", "set up a Python project", "configure Poetry or PDM", "write pytest tests", "create a FastAPI endpoint", "run uvicorn server", "configure alembic migrations", "set up logging", "process data with pandas", or "debug Python errors". Triggers on "Python best practices", "type hints", "async Python", "packaging", "virtual environments", "Pydantic validation", "dependency injection", "SQLAlchemy models".
using-agent-brain
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dspy-adapters-multimodal
Use for DSPy adapter selection, JSONAdapter, XMLAdapter, ChatAdapter, native function calling, structured outputs, and multimodal inputs like dspy.Image or dspy.Audio.
dspy-advanced-module-composition
Use for composing DSPy modules with Ensemble, MultiChainComparison, ensemble voting, sequential pipelines, and multi-program workflows.
dspy-better-together
Use for BetterTogether, prompt plus weight optimization, fine-tuning sequences, and strategy chains like p -> w -> p.
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