karpathy-graph

Plugin karpathy-graph from marketplace lemon-ai-hub in Andersonlimahw/lemon-ai-hub. Commands read from the repo's manifest — 28 days ago.

Skills (8)

• karpathy-graph

  Build typed, provenance-tracked knowledge graphs from any context — documents, codebases, incidents, research — so one or many AI agents share durable memory instead of copying transcripts. Use when the user says "build a knowledge graph", "criar grafo", "map this codebase/domain", "graph these docu

• karpathy-graph-build

  Stage 3 of the karpathy-graph pipeline, and the end-to-end entry point. Create a graph, assemble validated writes with provenance, and produce the machine and human artifacts. Use when the user asks to build or create a knowledge graph from a context, to add facts to an existing graph, or when runni

• karpathy-graph-evaluate

  Stage 5 of the karpathy-graph pipeline. Score graph quality across extraction, resolution, structure, query, and operations, and run a ratchet loop that keeps only changes which improve the metric. Use when the user asks how good the graph is, wants to tune extraction prompts or the ontology, asks t

• karpathy-graph-extract

  Stage 1 of the karpathy-graph pipeline. Turn unstructured context — documents, source files, incident timelines, chat logs, research notes — into typed entities and subject-predicate-object relations that fit the graph ontology. Use when the user asks to extract entities, pull relations out of docum

• karpathy-graph-query

  Stage 4 of the karpathy-graph pipeline. Answer multi-hop questions from a knowledge graph by retrieving a bounded subgraph with edge citations, and ground or refute claims against actual graph paths. Use when the user asks a question that spans several facts, asks how two things connect, asks to ver

• karpathy-graph-resolve

  Stage 2 of the karpathy-graph pipeline. Collapse duplicate surface forms into canonical entities using context as evidence, reversibly and with a recorded rationale. Use after extraction when the graph contains aliases, abbreviations, or spelling variants of the same thing, when isolated-node count

• karpathy-graph-swarm

  Fan the karpathy-graph pipeline out across parallel agents that share the graph as memory instead of copying transcripts. Use when the context is too large for one pass — hundreds of documents, a whole codebase, many independent hypotheses — or when the user asks to parallelize graph construction, r

• karpathy-graph-visualize

  Render a karpathy-graph for humans — an interactive HTML explorer, a Mermaid diagram for docs and PRs, and a health report — then explain what the picture actually shows. Use when the user asks to see, visualize, draw, or open the graph, wants a diagram for documentation, or asks what the graph look

Subagents (3)

• graph-builder

  Use this agent to build a knowledge graph from a context end to end — extract typed entities and relations, resolve duplicates, assemble with provenance, validate the invariants, and render the human artifacts. Use when the user asks to build/create a knowledge graph, map a domain or codebase into a

• graph-orchestrator

  Use this agent to coordinate several agents building one knowledge graph in parallel — partition the corpus, define the reducer and budgets before fan-out, collect GraphUpdate payloads, apply them serially with per-run provenance, resolve duplicates, and gate on the invariants. Use when the context

• graph-querier

  Use this agent to answer multi-hop questions from an existing knowledge graph and to ground or refute claims against actual graph paths, always returning edge citations. Use when a question spans several facts, when the user asks how two things connect, or when a claim must be verified against evide

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