concept-graph

Solid

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。

AI & Automation 498 stars 39 forks Updated today

Install

View on GitHub

Quality Score: 79/100

Stars 20%

Recency 20%

100

Frontmatter 20%

Documentation 15%

Issue Health 10%

License 10%

Description 5%

100

Skill Content

# 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

Details

Author: WILLOSCAR
Repository: WILLOSCAR/research-units-pipeline-skills
Created: 7 months ago
Last Updated: today
Language: Python
License: None

Similar Skills

Semantically similar based on skill content — not just same category

AI & Automation Solid

module-planner

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。

498 Updated today

WILLOSCAR

AI & Automation Listed

graph

Generate and interpret the wiki's concept graph — typed nodes, labeled edges, relation filtering, and subgraph extraction.

1 Updated yesterday

geronimo-iia

AI & Automation Solid

graph

turn a goal into a fan-out spec prompt for a fresh session, then validate it (saves spec to .construct/)

1 Updated 2 days ago

MaisonDeVolonte