{"schema_version":"2.0","record_type":"index_entry","canonical_url":"https://marketingwiki.ai/index/evidence-backed-content-agent","id":"index-evidence-backed-content-agent","slug":"evidence-backed-content-agent","title":"Evidence-Backed Content Agent","description":"Repository agent that turns approved brief and claim evidence into one validated pull request for human review.","dek":"Agent coordinates research artifacts and checks. It does not decide what gets published.","kind":"Agent","status":"Reference architecture","evidenceStatus":"Marketing Wiki method","topics":["content agent","research","pull requests"],"publishedAt":"2026-08-10","updatedAt":"2026-08-11","lastVerifiedAt":"2026-08-11","readingMinutes":1,"author":"Marketing Wiki Editors","reviewer":"Marketing Wiki Editors","sources":[{"title":"Marketing Wiki content-agent workflow","url":"https://marketingwiki.ai/workflows/evidence-backed-content-agent"},{"title":"Google guidance on generative AI content","url":"https://developers.google.com/search/docs/fundamentals/using-gen-ai-content"}],"wordCount":148,"body":"Evidence-backed content agent is reference architecture used by this project. It separates opportunity, brief, evidence, draft, verification, and pull request.\n\n[Architecture article](/articles/evidence-backed-content-agent) explains why stages exist. [Runnable workflow](/workflows/evidence-backed-content-agent) defines execution steps and stop conditions.\n\n## Inputs\n\n- Approved content brief\n- Evidence map\n- Editorial policy\n- Source policy\n- Voice rules\n- Existing content manifest\n\n## Outputs\n\n- Markdown content\n- Metadata record\n- Evidence links\n- Internal-link updates\n- Validation result\n- Focused pull request\n\n## Permissions\n\nAgent may read public sources, edit branch files, run validation, and open pull request. It may not merge, deploy, weaken branch protection, or publish directly.\n\n## Stop conditions\n\nAgent stops when request duplicates existing intent, core conclusion lacks evidence, comparison has no consistent test, or contributor conflict is unknown.\n\n## Evidence state\n\nReference architecture is documented and encoded in repository skill. Production quality benchmark has not been run yet."}