auto

ham-cli = HAM_PROJECT_DIR="$PWD" node "${CLAUDE_PLUGIN_ROOT:-$PWD}/dist/index.js"

Autonomous Pipeline

Framework: gstack thinks, GSD stabilizes, Superpowers executes.

State Management (mandatory)

ham-cli pipeline init "[name]"       # start
ham-cli pipeline log "[action]"      # before/after every step
ham-cli dag status                   # progress
ham-cli dag next-wave                # next tasks
ham-cli route batch                  # route all
ham-cli validate <task-id>           # run gates

Step 0: Detect or Resume

• pipeline.json exists + paused: resume from saved position
• pipeline.json exists + interrupted: run /ham-autocode:detect, continue from last verified phase
• No pipeline.json: fresh start, run /ham-autocode:detect

Phase 1: Initiation (gstack)

Skip if product definition exists. Run /office-hours then /plan-ceo-review.

Phase 2: Requirements (GSD)

Skip if PROJECT.md + WBS exist. Run /gsd:new-project then /gsd:new-milestone.

Phase 3: Planning (GSD + gstack)

Skip if PLAN.md exists per phase. For each phase: /gsd:discuss-phase --auto then /gsd:plan-phase then /plan-eng-review.

Phase 4: Execution

Solo: /gsd:autonomous. Larger: Agent Teams with file ownership. Route: complex → Claude Code, clear spec → Codex, simple → OpenCode.

Phase 5: Review & QA

/gsd:verify-work → /review → /qa. Fix CRITICAL/HIGH before proceeding.

Phase 6: Ship

Only after user confirms Phase 5. /ship → /document-release.

Rules

• ALWAYS update pipeline.json before/after every step
• NEVER re-execute completed phases
• Report progress at phase boundaries
• Main context 30-40% — delegate to subagents
• "pause"/"stop" → immediately run pause protocol