concept-graph

Concept Graph

Triggers & routing

• Trigger: concept graph, prerequisite graph, dependency graph, concept graph, prerequisite relationship.
• Use when: source-tutorial 's C2, already has output/TUTORIAL_SPEC.md, need to convert tutorial concepts into a sortable DAG.
• Skip if: there is no tutorial spec yet.
• Network: none.
• Guardrail: only do structure, do not write reader-facing prose; the graph must remain acyclic.

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