{
  "@type": "agent",
  "id": "content-engine",
  "name": "Content Engine — Review & Remediation",
  "label": "Content review agent",
  "description": "Per-piece review + remediation agent. Reads the full on-disk dossier (brief, draft, qa.json, cluster, brand-identity, g2m) and emits a structured assessment + ordered list of highest-leverage edits to lift the piece past QA. Used on drafts stuck in 'qa-failed' state or before a final publish polish. Output is read-only — the strategist applies the recommendations.",
  "summary": "Per-piece review and remediation against the brief, the QA report and the brand voice.",
  "deliverable": "An ordered remediation list for a drafted piece.",
  "discipline": "content",
  "model": "claude-sonnet-4-6",
  "tier": "reasoning",
  "maxUsd": 1,
  "maxToolCalls": 8,
  "deliveryFormat": "docx",
  "requiredConnectors": [
    "web_crawl",
    "google_search",
    "aeo_probes"
  ],
  "optionalConnectors": [],
  "prerequisites": [
    "content-strategy"
  ],
  "dashboards": [
    "content-calendar",
    "internal-links",
    "external-links"
  ],
  "edges": {
    "out": [
      {
        "from": "agent:content-engine",
        "to": "discipline:content",
        "kind": "agent_discipline"
      },
      {
        "from": "agent:content-engine",
        "to": "connector:web_crawl",
        "kind": "agent_requires"
      },
      {
        "from": "agent:content-engine",
        "to": "connector:google_search",
        "kind": "agent_requires"
      },
      {
        "from": "agent:content-engine",
        "to": "connector:aeo_probes",
        "kind": "agent_requires"
      },
      {
        "from": "agent:content-engine",
        "to": "agent:content-strategy",
        "kind": "agent_prerequisite"
      },
      {
        "from": "agent:content-engine",
        "to": "deliverable:docx",
        "kind": "agent_deliverable"
      },
      {
        "from": "agent:content-engine",
        "to": "dashboard:content-calendar",
        "kind": "agent_dashboard"
      },
      {
        "from": "agent:content-engine",
        "to": "dashboard:internal-links",
        "kind": "agent_dashboard"
      },
      {
        "from": "agent:content-engine",
        "to": "dashboard:external-links",
        "kind": "agent_dashboard"
      }
    ],
    "in": [
      {
        "from": "objective:content",
        "to": "agent:content-engine",
        "kind": "objective_agent"
      }
    ]
  },
  "evidence": {
    "samples": [],
    "shipped": [
      {
        "date": "2026-08-18",
        "title": "Bilingual content",
        "summary": "A client with a second language gets every produced article translated and published through the platform's native localization, structure-for-structure.",
        "entity": "agents/content-engine"
      }
    ]
  },
  "page": "https://nexus.effiqs.com/agents/content-engine"
}