moai-harness-learner

Coordinator skill for the Harness Learning Subsystem (SPEC-V3R3-HARNESS-LEARNING-001, superseded by SPEC-V3R4-HARNESS-001 as the active V3R4 foundation; this V3R3 SPEC's 4-tier ladder is preserved unchanged). Surfaces Tier 4 auto-update proposals to the user via AskUserQuestion and orchestrates Apply/Rollback flows.

Quick Reference

Role: Orchestrator-side bridge between CLI (moai harness) and AskUserQuestion.

Key constraint [HARD]: moai harness apply returns a JSON payload. This skill MUST receive that payload and surface it via AskUserQuestion. The CLI itself does NOT prompt the user.

Common triggers:

• moai harness status — check tier distribution and pending proposals
• moai harness apply — load next pending proposal (returns JSON payload)
• moai harness rollback <date> — restore snapshot
• moai harness disable — set learning.enabled: false