Audit Orchestrator
When to use
- Use this skill when you need a complete audit of a brand's visibility in AI assistants.
- Invoke this to get a consolidated report covering both AI discoverability (off-site citations) and on-site engagement.
- This skill orchestrates the entire audit workflow. It performs core checks directly and can also invoke subordinate skills if they exist in the marketplace.
Inputs
url: The target website URL or domain string to evaluate.
Procedure
- Parse the input
urlto ensure it is a valid, reachable target for the audit.
- Invoke each available sub-skill on the
urland collect their findings arrays. Registered sub-skills:freshness-corroboration,semantic-structure-audit,a11y-extractor-audit,context-retention-audit,content-quality-audit. - Aggregate all findings from the executed sub-skills into a single, unified list. Deduplicate any overlapping issues.
- Rank the aggregated findings by severity (
critical,high,medium,low). Ensure every finding explicitly states theevidenceand includes a proactive, mechanism-soundsuggested_action. - Execute
python scripts/compile_report.py <url>to generate the base JSON structure and automatically calculate the summary metrics (total_findings,critical,high,medium,low) based on the aggregated list. - Inject the ranked findings array into the base JSON structure.
Output
Emit a single JSON report object strictly conforming to the schema defined in references/output_schema.json
The final output must be recommend-only. Do not attempt to make any changes to the site.