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Provenance

DevOps & Security
provenance

Provenance is an Agent Skill for devops & security published in the semantica-agi/semantica repository on GitHub: a SKILL.md instruction file an AI agent can load to do this task.

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

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How to use this skill

Bring this guide into your coding agent with a prompt tailored to the tool you use.

  1. Open your project in Codex.
  2. Copy and paste the prompt below.
  3. Review files and risks before approving any action.
Prompt to paste
Inspect the Agent Skill at https://github.com/semantica-agi/semantica/blob/HEAD/plugins/skills/provenance/SKILL.md and all supporting files. Report provenance, permissions, scripts, dependencies, and security risks. Propose an exact installation into .agents/skills/provenance, but wait for my approval before writing files or running scripts.

Copying this prompt does not install or run the skill. Review third-party files before use.

/semantica:provenance

Inspect provenance metadata. Usage: /semantica:provenance <task> [args]

$ARGUMENTS = task + optional node, edge, or time range.


trace <node_id> [--depth N]

Trace the provenance of a node or fact.

from semantica.provenance import ProvenanceTracer

tracer = ProvenanceTracer()
trace = tracer.trace_node(node_id=node_id, depth=depth)

Output: source chain, authors, timestamps, and validation status.


audit [--since <ts>] [--actor <id>]

View audit logs for graph changes.

audit_log = tracer.get_audit_log(since=since, actor=actor)

Return: change events, actor, affected objects, and action details.