nahisaho learning-orchestrator
Overview
Orchestrates learning design from measurable objectives to feedback-driven iteration.
Orchestration Flow
- learning-objective-designer -> 2) learning-curriculum-builder -> 3) learning-activity-generator -> 4) learning-rubric-designer -> 5) learning-feedback-analyzer
Input Contract
- Learner profile and target outcomes
- Delivery mode and constraints
- Assessment requirements
Output Contract
- Outcome-aligned curriculum and activities
- Rubrics and evaluation plan
- Improvement recommendations from feedback
Quality Gates
- Upstream outputs are complete and parseable before moving to next skill.
- Each step must include assumptions and confidence levels.
- Final response must include recommended next actions.
Fallback Policy
- If a sub-skill output is insufficient, request clarification and rerun that step.
- If constraints conflict, present at least two viable alternatives.
Verification Loop (v0.2.0)
PLAN → define scope, inputs, expected outputs
EXECUTE → run skill logic
VERIFY → check outputs against quality gates
REPORT → structured result for downstream skills
Quality Gates
- Explicit assumptions and constraints documented
- Clear decisions and rationale
- Actionable next steps provided