Construct a prerequisite DAG from a tutorial specification and export it to YAML.
npx skills add https://github.com/exposir/ai-talk --skill concept-graph
Please help me install this Agent Skill. Skill: concept-graph Source: https://github.com/exposir/ai-talk/tree/main/notes/skill/concept-graph Command: npx skills add https://github.com/exposir/ai-talk --skill concept-graph
This skill helps learners translate a tutorial specification into a structured concept graph (nodes and prerequisite edges) to plan content and assessments.
Read output/TUTORIAL_SPEC.md and run the concept-graph generator to produce outline/concept_graph.yml.
High-intent search queries and answers about installing and using this skill.
You can build a prerequisite knowledge graph by processing your tutorial specification to construct a directed acyclic graph (DAG). This maps core concepts and their dependencies into a structured YAML format with nodes and edges.
A concept graph DAG is a directed acyclic graph that organizes learning concepts into prerequisite relationships. You need one to sequence educational modules, map learning objectives, and ensure acyclic dependency structures for downstream content planning.
To map learning objectives into ordered modules, input your tutorial spec to generate a 10–30 node graph. The system extracts objectives and running examples to define prerequisite edges, outputting an ordered outline YAML file.
Yes, you can automatically generate a concept graph YAML file without manual setup. The generator reads the tutorial specification, applies it to the objectives, and exports a ready-to-use outline with acyclic nodes and edges.
Yes, the concept graph generator enforces acyclicity validation for prerequisite edges. The output YAML structure explicitly satisfies acyclicity constraints, ensuring the directed edges form a valid DAG without circular dependencies.
The best way to structure a knowledge graph from tutorial specs is to define a 10–30 node DAG using the extracted concepts and running examples. This produces a structured YAML outline satisfying prerequisite relationships for downstream tooling.
WILLOSCARGenerate a concept graph with prerequisite edges from a tutorial specification as YAML.
WILLOSCARSequence concepts from a graph into tutorial modules with objectives and outputs.
alvazoneReconcile facts from code, documents, and human input into a typed spec graph.
WYfusionConvert learning notes into interactive JSON Canvas mind maps and diagrams.
