{
  "schema_version": "1.0.0",
  "work_id": "gls:work:e38b054f-b926-4410-b84d-4fd3249fd4f4",
  "slug": "frontier-question-agent-layer-efficiency",
  "name": "GQ-002 · 10× the Agent Layer",
  "summary": "A standing research question about making a provider-neutral multi-agent operating layer materially more effective, efficient, observable, and self-improving.",
  "work_type": "research_question",
  "lifecycle_status": "active",
  "section": "Research",
  "library_url": "/works/frontier-question-agent-layer-efficiency/",
  "agent_context_url": "/works/frontier-question-agent-layer-efficiency/index.json",
  "registry_source": "registry/works/frontier-question-gq-002.json",
  "source_links": [],
  "relationships": [
    {
      "type": "integrates_with",
      "context": "Foundry supplies the outside-in harness, coordination, memory, and execution-pattern landscape.",
      "target_work_id": "gls:work:ec664d93-df93-48c5-be40-5d0165886c01",
      "target_name": "SISO Foundry",
      "target_library_url": "/works/siso-foundry/",
      "evidence": [
        {
          "kind": "documentation",
          "reference": "decision:frontier-questions:evidence-loop:2026-08-01",
          "observed_at": "2026-08-01",
          "summary": "The accepted model assigns discovery and evidence-universe selection to Foundry."
        }
      ]
    },
    {
      "type": "depends_on",
      "context": "SISO Knowledge preserves public source and privacy-safe longitudinal evidence.",
      "target_work_id": "gls:work:44d2c4da-9998-4d60-b6d1-93465ac25302",
      "target_name": "SISO Knowledge",
      "target_library_url": "/works/siso-knowledge/",
      "evidence": [
        {
          "kind": "documentation",
          "reference": "decision:frontier-questions:evidence-loop:2026-08-01",
          "observed_at": "2026-08-01",
          "summary": "The accepted model keeps durable corpus and retrieval in SISO Knowledge."
        }
      ]
    },
    {
      "type": "coordinates_via",
      "context": "Evidence Engines separate measured facts, hypotheses, counter-evidence, and improvement proposals.",
      "target_work_id": "gls:work:231aab36-e763-4374-bc94-3a09fd3bf49f",
      "target_name": "SISO Evidence Engines",
      "target_library_url": "/works/siso-evidence-engines/",
      "evidence": [
        {
          "kind": "documentation",
          "reference": "decision:frontier-questions:evidence-loop:2026-08-01",
          "observed_at": "2026-08-01",
          "summary": "The accepted model assigns source-grounded transformation to Evidence Engines."
        }
      ]
    }
  ],
  "evidence": [
    {
      "kind": "source_review",
      "reference": "source-review:frontier-question-intake:gq-002:2026-08-01",
      "observed_at": "2026-08-01",
      "summary": "The existing campaign answer and receipts were read; operational and machine-specific evidence remains outside the public Library."
    }
  ],
  "provenance": {
    "origin": "siso",
    "owners": [
      {
        "name": "SISO Open Source Foundation",
        "role": "steward",
        "classification": "siso"
      }
    ],
    "locators": [],
    "license": {
      "status": "not_applicable",
      "spdx": "NONE",
      "reason": "The Work record is question metadata; source and answer rights are evaluated per Release artifact.",
      "evidence": []
    }
  },
  "selected_release": {
    "id": "gls:release:b95eeca5-ed9d-48ac-858c-f6d62065cd29",
    "version": "program-metadata-1.0.0+ea7f0e4",
    "released_at": "2026-08-02T02:08:29+07:00",
    "release_kind": "question_program_metadata",
    "distribution": {
      "addressable": {
        "state": "verified",
        "reason": "The question-program metadata is pinned to an exact public commit.",
        "evidence_count": 1
      },
      "archive_downloadable": {
        "state": "not_applicable",
        "reason": "This Release identifies registry metadata rather than a standalone payload archive.",
        "evidence_count": 0
      },
      "manifest_resolvable": {
        "state": "verified",
        "reason": "The manifest resolves to GQ-002 and a validated registry artifact.",
        "evidence_count": 1
      },
      "installable": {
        "state": "not_applicable",
        "reason": "Question metadata is read by the Library generator and is not independently installed.",
        "evidence_count": 0
      },
      "forkable": {
        "state": "not_applicable",
        "reason": "This record does not claim a separately forkable software payload.",
        "evidence_count": 0
      },
      "portable": {
        "state": "verified",
        "reason": "Owner-held research remains outside the public record; only stable IDs, rights state, and safe summary metadata are selected.",
        "evidence_count": 1
      }
    }
  }
}