{
  "abstract": "Project memory in contemporary AI systems is usually implemented as transcript history, retrieved snippets, generated summaries, or opaque vendor memory. These forms preserve language but often fail to preserve operational distinctions: a proposal versus a decision, a worker return versus verification, a completed tool call versus human acceptance, an obsolete specification versus the active one. Generated Operational Memory is the process of compiling raw conversation, files, tool events, and human decisions into typed durable project state. The target object is a Project Core: an event-sourced record of accepted truth, plans, constraints, permissions, artifacts, work orders, returns, evidence, receipts, dependencies, and unresolved questions. Models receive scoped views of the Core and may propose patches; no provider transcript becomes the sole authority. The architecture preserves immutable capture, explicit promotion of intent, non-destructive accepted and working results, dependency-driven staleness, and reopen-from-state behavior. It treats memory generation as a governed compilation problem rather than a summarization feature.",
  "author": "Hayden Lindley",
  "category": "Continuity & Canon",
  "claims": {
    "claims": [
      {
        "claim_id": "P08-C01",
        "evidence_refs": [
          "P08-S01",
          "P08-S02",
          "P08-S04"
        ],
        "limitations": [
          "No universal production implementation is claimed."
        ],
        "public": true,
        "scope": "Glyph Desk/Continuity architecture.",
        "statement": "A Project Core can preserve Capture, interpreted intent, Plan, Work Orders, Returns, Verification, Acceptance, artifacts, dependencies, and receipts as separate durable objects.",
        "status": "SPECIFIED"
      },
      {
        "claim_id": "P08-C02",
        "evidence_refs": [
          "P08-S01",
          "P08-S04"
        ],
        "limitations": [
          "Exact repository implementation varies by product."
        ],
        "public": true,
        "scope": "Non-destructive project-state contract.",
        "statement": "Accepted and working result references can remain separate so background work cannot destroy the last accepted artifact.",
        "status": "VERIFIED_MECHANISM"
      },
      {
        "claim_id": "P08-C03",
        "evidence_refs": [
          "P08-S02",
          "P08-S03"
        ],
        "limitations": [
          "Controlled matched evaluation remains outstanding."
        ],
        "public": true,
        "scope": "Long-running project benchmark.",
        "statement": "Generated Operational Memory reduces resumption time and provider-handoff errors versus transcript memory.",
        "status": "HYPOTHESIS"
      }
    ],
    "disclosure_note": "Claims marked non-public in the authored ledger are omitted from this public artifact.",
    "paper": "p08-generated-operational-memory",
    "version": "0.1.0",
    "withheld_claim_count": 0
  },
  "date": "2026-07-27",
  "diagrams": {
    "diagrams": [
      {
        "brief": "Raw captures enter interpretation, source diff, authorization, then typed project objects; transcript remains archive.",
        "format": "svg",
        "id": "P08-F01",
        "path": "/diagrams/p08-generated-operational-memory/P08-F01.svg",
        "status": "source-generated conceptual architecture",
        "title": "From Capture to Project Core"
      },
      {
        "brief": "Capture → Plan → Work Order → Return → Evidence → Verification → Acceptance → Receipt, with divergence states.",
        "format": "svg",
        "id": "P08-F02",
        "path": "/diagrams/p08-generated-operational-memory/P08-F02.svg",
        "status": "source-generated conceptual architecture",
        "title": "Project operational lifecycle"
      },
      {
        "brief": "Immutable accepted artifact beside evolving working branch and candidates; promotion is a separate event.",
        "format": "svg",
        "id": "P08-F03",
        "path": "/diagrams/p08-generated-operational-memory/P08-F03.svg",
        "status": "source-generated conceptual architecture",
        "title": "Accepted and working references"
      },
      {
        "brief": "Multiple provider surfaces rent scoped views of one Project Core and return bounded outputs.",
        "format": "svg",
        "id": "P08-F04",
        "path": "/diagrams/p08-generated-operational-memory/P08-F04.svg",
        "status": "source-generated conceptual architecture",
        "title": "Provider bindings"
      }
    ],
    "paper": "p08-generated-operational-memory"
  },
  "evidence_state": "SPECIFIED",
  "id": "p08-generated-operational-memory",
  "institution": "Glyphd Labs",
  "integrity": {
    "claim_ledger_sha256": "469cbe7913f4f2c77e214af68416d550a41d18235b96d2dfd9ea45251ee708ff",
    "paper_mdx_sha256": "aa451d83fdfaef8dc40429488fb764e90ea1e6ce4d46a4f6d17505724bf4f0e3"
  },
  "public_disclosure_boundary": "This edition publishes the public-safe Project Core model and operational distinctions. It excludes private user captures, unpublished internal compiler prompts, production credentials, customer schemas, and confidential patent drafting. It does not assert that every Glyphd product already shares one integrated Project Core.",
  "publication_class": "public-safe working paper",
  "publication_url": "https://www.glyphd.com/papers/p08-generated-operational-memory",
  "revisions": {
    "paper": "p08-generated-operational-memory",
    "revisions": [
      {
        "date": "2026-07-27",
        "summary": "First synthesized public-safe institute edition compiled from the Glyphd project corpus.",
        "version": "0.1.0"
      }
    ]
  },
  "schema_version": "1.0.0",
  "slug": "p08-generated-operational-memory",
  "sources": {
    "notes": "Internal source paths are provenance references. Public publication must expose only approved public-safe excerpts or archived public artifacts.",
    "paper": "p08-generated-operational-memory",
    "sources": [
      {
        "date": "2026-07-12",
        "id": "P08-S01",
        "path": "GLYPH-DESK-MASTER-SPEC.v1.md",
        "title": "Glyph Desk Master Specification v1"
      },
      {
        "date": "2026-07-18",
        "id": "P08-S02",
        "path": "ZEKE-V1-CANON-RECOVERY-AND-GAP-AUDIT-v0.1.md",
        "title": "Glyphd V1 Canon Recovery and Gap Audit"
      },
      {
        "date": "2026-07-21",
        "id": "P08-S03",
        "path": "CONTINUITY-CORE-DESIGN-REVIEW2.md",
        "title": "Continuity Core Design Review 2"
      },
      {
        "date": "2026-07-20",
        "id": "P08-S04",
        "path": "Pasted text.txt",
        "title": "Native Accepted Act build directive"
      },
      {
        "date": "2026-07-04",
        "id": "P08-S05",
        "path": "LCSM-WORKBENCH-E2E-SPEC.v0.md",
        "title": "LCSM Workbench E2E Specification"
      }
    ],
    "version": "0.1.0"
  },
  "subtitle": "Generating durable operational memory from captures, decisions, work, and evidence",
  "title": "From Conversation to Project Core",
  "version": "0.1.0"
}