module-plannerlisted

Use when a tutorial concept DAG exists and the run needs an ordered teaching plan with objectives and outputs. **Trigger**: module plan, tutorial modules, course outline, 模块规划, module_plan.yml. **Use when**: tutorial 的 C2，已有 `outline/concept_graph.yml`，需要把 concept DAG 收敛成模块顺序。 **Skip if**: 还没有 concept graph。 **Network**: none. **Guardrail**: 每个模块都要有 objectives、outputs、running-example step；不要写长 prose。
WILLOSCAR/research-units-pipeline-skills · ★ 499 · AI & Automation · score 79

Install: claude install-skill WILLOSCAR/research-units-pipeline-skills

# Module Planner Turns the concept graph into the teachable module sequence used by later tutorial stages. ## Input - `outline/concept_graph.yml` ## Output - `outline/module_plan.yml` ## Contract The module plan must define: - ordered `modules` - `id`, `title` - `objectives` - `concepts` - `outputs` - `running_example_steps` ## Script boundary `scripts/run.py` should: - topologically order concepts - cluster them into coherent modules - attach measurable objectives and concrete outputs Keep graph traversal and clustering heuristics in shared tutorial tooling, not in the wrapper script. ## Acceptance - `outline/module_plan.yml` exists - every concept node is covered by at least one module - every module has objectives and outputs ## Non-goals - source grounding audit - exercise writing - tutorial drafting