semantica-agi/semantica

semantica

Semantica full-stack knowledge graph skill for context graphs, decision intelligence, explainability, extraction, reasoning, visualization, ontology, provenance, policy, and export workflows.

原文语言：英语

causal

Analyze cause-and-effect relationships in the Semantica knowledge graph — causal chains, interventions, counterfactuals, and causal influence scores.

原文语言：英语

explain

Explain Semantica reasoning, decision logic, and graph results with traceability, causal context, and human-readable rationale.

原文语言：英语

deduplicate

Detect duplicate entities, duplicate groups, and relationship duplicates in Semantica using fuzzy matching, schema heuristics, and graph similarity.

原文语言：英语

export

Export Semantica graphs, results, and provenance to JSON, RDF, Parquet, CSV, GraphML, and other formats.

原文语言：英语

ingest

Ingest data from files, databases, APIs, or streams into Semantica knowledge graphs with schema mapping and entity linking.

原文语言：英语

change

Track and inspect graph changes, diffs, temporal updates, and the impact of new data on Semantica knowledge graphs.

原文语言：英语

decision

Full decision lifecycle in Semantica � record, query, find precedents (hybrid/advanced), analyze influence, explain, insights dashboard, list, and record exceptions. Uses AgentContext, ContextGraph, DecisionQuery, CausalChainAnalyzer, DecisionRecorder.

原文语言：英语

embed

Generate, inspect, and use node/text embeddings in Semantica — compute Node2Vec embeddings, find similar nodes, score link predictions, batch similarity, and pairwise similarity. Uses NodeEmbedder, SimilarityCalculator, LinkPredictor, and AgentContext.…

原文语言：英语

extract

Run the full Semantica semantic extraction pipeline on a file or selected text — NER, relations, events, coreference resolution, triplets, and validation. Clears result cache before each run. Returns Markdown tables with entity/relation/event/triplet results…

原文语言：英语

ontology

Manage ontology schemas, concepts, relationships, and alignments for Semantica knowledge graphs.

原文语言：英语

policy

Define and enforce policies, access controls, and compliance rules over Semantica knowledge graphs.

原文语言：英语

provenance

Trace data lineage, source attribution, audit trails, and provenance assertions in Semantica graphs.

原文语言：英语

query

Query the Semantica knowledge graph using SPARQL, Cypher, keyword search, and structured graph query patterns.

原文语言：英语

reason

Run reasoning over the Semantica knowledge graph — deductive logic, abductive hypothesis generation, Datalog programs, SPARQL queries, Rete network evaluation. Uses DeductiveReasoner, AbductiveReasoner, DatalogReasoner, SPARQLReasoner, ReteEngine.…

原文语言：英语

temporal

Temporal graph operations on Semantica — scoped queries at a point in time, graph snapshots, node change timelines, temporal causal analysis, and graph state reconstruction. Uses AgentContext.find_precedents(as_of=), ContextGraph.state_at(),…

原文语言：英语

validate

Validate Semantica pipelines, extraction quality, graph schemas, and ontology consistency. Returns structured error/warning checklists. Uses PipelineValidator, PipelineBuilder.validate_pipeline(), GraphValidator, and OntologyValidator. Sub-commands: pipeline,…

原文语言：英语

visualize

Visualize the Semantica knowledge graph — topology, centrality, communities, paths, embeddings, decision insights, and temporal evolution. Uses GraphAnalyzer, CentralityCalculator, CommunityDetector, PathFinder, and ContextGraph analytics. Sub-commands:…

原文语言：英语