WILLOSCAR Concept Graph
Triggers & routing
- 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。
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.ymlexists- all nodes have stable ids
- the graph is a DAG
Non-goals
- module clustering
- exercise generation
- tutorial prose