{
  "manifestType": "ljp.public-identity",
  "manifestVersion": "1.0",
  "name": "Human-in-the-Loop Intent",
  "url": "https://humaninloopintent.com/",
  "publisher": {
    "name": "LJP Asset Group LLC",
    "url": "https://www.ljpassetgroup.com/"
  },
  "publicationStatus": "published",
  "package": {
    "namespaceName": "Intent-Based Orchestration",
    "technicalArea": "Agent / Capability Systems"
  },
  "capability": {
    "name": "Human-in-the-Loop Intent",
    "definition": "A governance pattern in which an intent-driven process retains defined human review, approval, intervention, or escalation points for consequential actions.",
    "whyItMatters": "It frames oversight as a bounded design consideration without claiming a single standardized control pattern.",
    "authorityContext": "Intent-management sources support the distinction between intent owners and handlers; the exact compound term is LJP descriptive framing. Evidence: C.",
    "authorityReferences": [
      {
        "title": "3GPP TS 28.312 — Management and orchestration; Intent driven management services for mobile networks",
        "organization": "3GPP",
        "url": "https://portal.3gpp.org/desktopmodules/Specifications/SpecificationDetails.aspx?specificationId=3554",
        "public_authorized": true
      },
      {
        "title": "ETSI GS ZSM 016 V1.1.1 — Intent-driven Closed Loops",
        "organization": "ETSI",
        "url": "https://www.etsi.org/deliver/etsi_gs/ZSM/001_099/016/01.01.01_60/gs_zsm016v010101p.pdf",
        "public_authorized": true
      },
      {
        "title": "TM Forum Intent toolkit",
        "organization": "TM Forum",
        "url": "https://www.tmforum.org/toolkits/intent/",
        "public_authorized": true
      }
    ]
  },
  "resources": {
    "llms": "https://humaninloopintent.com/llms.txt",
    "robots": "https://humaninloopintent.com/robots.txt",
    "sitemap": "https://humaninloopintent.com/sitemap.xml"
  }
}