Perform deductive, abductive, Datalog, SPARQL, and Rete reasoning over knowledge graphs.
npx skills add https://github.com/semantica-agi/semantica --skill reason-semantica-agi
Please help me install this Agent Skill. Skill: reason Source: https://github.com/semantica-agi/semantica/tree/main/plugins/skills/reason Command: npx skills add https://github.com/semantica-agi/semantica --skill reason-semantica-agi
Enables structured, auditable reasoning over knowledge graphs by applying deductive, abductive, and rule-based methods to derive, justify, and hypothesize about facts.
Ask it to run a deductive query to infer missing relations from your graph.
High-intent search queries and answers about installing and using this skill.
Abductive reasoning generates and ranks plausible explanations for observations in a knowledge graph. It formulates hypotheses to diagnose data gaps and infer missing links based on available evidence.
Yes, you can evaluate Datalog and SPARQL programs against your knowledge graph. This query-based reasoning processes structured rules to derive facts and validate logical relationships across the graph data.
Abductive reasoning generates and ranks plausible explanations for observations in a knowledge graph. It produces ranked hypotheses to help diagnose data gaps and infer missing links based on available evidence.
Explainable reasoning provides clear justifications and provenance for all conclusions derived from a knowledge graph. It ensures every deductive or abductive inference is auditable by tracking the formal rules applied.
Rete-based reasoning efficiently processes rules through a forward-chaining engine, suitable for complex pattern matching. Standard deductive queries derive specific conclusions from known facts using formal logical rules applied directly to the graph.
Syedyasir001Transform RDF context into BDI agent mental states using formal ontology patterns.
semantica-agiExport knowledge graph data and provenance to JSON, RDF, Parquet, CSV, and GraphML.
semantica-agiDescribe and validate ontology concepts and schemas in Semantica knowledge graphs.
sparq-orgProvide shared join kernels and numeric evaluation primitives for sparql engines and reasoners.
