GEO Content
Workflow
- Read
references/content-method.md, then select one mode fromreferences/modes.md. Readreferences/content-pipeline-v2.mdfor non-legacy execution andreferences/mcda-policy.mdfor ranking. - Prepare a strict content brief using
references/input-example.jsonandreferences/evidence-policy.md. - Run
python3 scripts/run_content.py --input <brief.json> --output <runs-root> --execution-mode <legacy|deterministic|research|provider>. Legacy remains the compatibility default. - Inspect
quality-report.json,run-lineage.json,evidence-ledger.json, claim map when present, content status, and supplement requests. - Deliver the complete run described by
references/output-contract.md.
Boundaries
Run offline. Treat only supplied evidence as factual. Keep unsupported material as guidance, unverified, source_gap, or blocked-by-evidence. Provider mode has no packaged drafting adapter and records a degraded deterministic fallback. Render HTML locally with escaped text and no external assets. Optional DOCX/PDF failures degrade explicitly while core artifacts remain usable.