semantica-agiOfficial·18 Agent Skills Included

semantica

Build auditable knowledge graphs with explainable AI decision tracking

Builds knowledge graphs from files, databases, and APIs, then runs graph analytics, causal reasoning, and decision tracking over them. Eliminates black-box AI behavior by recording every decision with full provenance, audit trails, and plain-language explanations. Helps teams in regulated industries answer why an AI acted, validate data quality, and export results for compliance reviews.

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npx skills add semantica-agi/semantica --all -g -y

All Skills in This Repository (18)

Pure Emerald Level Indicators

📦 In Repo

semantica-agi

temporal

Apply as_of constraints to temporal graph queries, snapshots, and causal traces.

validate

Validate Semantica pipelines, graph schemas, and ontology consistency.

change

Compute diffs between Semantica knowledge graph snapshots and retrieve node histories.

explain

Generate human-readable explanations for Semantica decisions and graph reasoning.

embed

Compute Node2Vec embeddings and analyze similarity on Semantica knowledge graphs.

causal

Analyze causal chains and intervention impacts within the Semantica knowledge graph.

ingest

Ingest data from files, databases, APIs, or streams into Semantica knowledge graphs.

visualize

Visualize Semantica knowledge graph topology, centrality, communities, paths, and temporal evolution.

ontology

Describe and validate ontology concepts and schemas in Semantica knowledge graphs.

provenance

Trace provenance metadata and audit trails within Semantica graphs.

decision

Record, trace, and audit decisions within Semantica context graphs.

extract

Run NER, relation, event, coreference, and triplet extraction on text or files.

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Frequently Asked Questions

FAQPage Schema

How to install Semantica?▼

Run `npx skills add semantica-agi/semantica --all -g -y` in your terminal to install all skills in this suite globally.

What does Semantica do?▼

It turns your raw data into a queryable knowledge graph and tracks every AI decision with full provenance, so you can explain and audit why the AI acted.

How to make AI decisions auditable?▼

Use the decision and provenance skills to record each decision with its reasoning, source data, and causal chain, then export audit trails to JSON, CSV, or RDF.

Does Semantica work with Claude Code and Cursor?▼

Yes. All skills follow the universal SKILL.md standard and include plugins for Claude Code, Cursor, Windsurf, Codex, and other major AI coding tools.

Can Semantica connect to Databricks or Snowflake?▼

Yes. It has native connectors that turn tables in your lakehouse or warehouse into governed knowledge graph nodes without exporting data to a third-party service.