concept-graph

name: concept-graph description: | Use when an approved tutorial spec exists and the run needs a deterministic prerequisite graph before module planning. Trigger: concept graph, prerequisite graph, dependency graph, 概念图, 先修关系. Use when: source-tutorial 的 C2，已有 output/TUTORIAL_SPEC.md，需要把教程概念转成可排序的 DAG。 Skip if: 还没有 tutorial spec。 Network: none. Guardrail: 只做结构，不写 reader-facing prose；图必须保持无环。

Concept Graph

Materializes the tutorial spec's structured concept inventory into outline/concept_graph.yml.

Input

• output/TUTORIAL_SPEC.md

Output

• outline/concept_graph.yml

Contract

The graph must contain:

• nodes: {id, title, summary, source_ids, objective_refs}
• edges: {from, to} meaning prerequisite order

Script boundary

scripts/run.py should:

• load structured spec data
• emit stable node ids and prerequisite edges
• fail if the result would be cyclic or empty

Do not duplicate spec-parsing heuristics in multiple places; keep them in shared tutorial tooling.

Acceptance

• outline/concept_graph.yml exists
• all nodes have stable ids
• the graph is a DAG

Non-goals

• module clustering
• exercise generation
• tutorial prose