# Learning Orchestrator

> Orchestrates learning design from measurable objectives to feedback-driven iteration.

- Skill: `nahisaho/learning-orchestrator` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds@latest add nahisaho/learning-orchestrator`
- Raw SKILL.md: https://api.skillmd.com/api/skills/nahisaho/learning-orchestrator/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: nahisaho (https://skillmd.com/u/nahisaho)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/nahisaho/learning-orchestrator

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# learning-orchestrator

## Overview
Orchestrates learning design from measurable objectives to feedback-driven iteration.

## Orchestration Flow
1) 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.

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## 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