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  "Slug": "openhcs",
  "Name": "OpenHCS",
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  "ServerUrl": "https://askpod.ai/mcp/openhcs",
  "IssueTotal": 37,
  "Held": 20,
  "Issues": [
    {
      "Title": "Expose compiled materialized results to MCP inventory and viewer review",
      "Excerpt": "OpenHCS 0.8.6: with PipelineConfig.materialization_results_path set to an absolute output directory, a successful headless run wrote typed measurement CSVs and per-plane ROI ZIPs. The compiled artifact plan listed candidate paths, but openhcs_query_plate_files on the output plate returned zero result records because that directory is outside metadata-declared results_dir. openhcs_stream_plate_files_to_viewer rejected an exact persisted ROI ZIP path as \"not found in the plate\"; the MCP surface…",
      "SourceUrl": "https://github.com/OpenHCSDev/openhcs/issues/134",
      "PublishedAt": "2026-09-28T18:29:13.000Z",
      "State": "open",
      "Comments": 10,
      "Reporter": "Maintainer",
      "Rank": "top",
      "Extractor": "github_issue"
    },
    {
      "Title": "Canonical custom-function ID is visible remotely but absent from in-process source lookup",
      "Excerpt": "Named diagnosis owner: knowledge lazy-conversion sidecar, branch fix/knowledge-lazy-conversion-20261001 / PR377; parent owns installed engineering acceptance. This is related to376 by the local declaration/catalogue boundary, but distinct from its timeout.\n\nOriginal installed request: remote owned5993 registration succeeded once for openhcs:engineering_calibration_classification_fixture, returned stable import openhcs.processing.custom_functions.engineering_calibration_classification_fixture.…",
      "SourceUrl": "https://github.com/OpenHCSDev/openhcs/issues/379",
      "PublishedAt": "2026-10-01T15:55:21.000Z",
      "State": "open",
      "Comments": 6,
      "Reporter": "Maintainer",
      "Rank": "top",
      "Extractor": "github_issue"
    },
    {
      "Title": "MCP dev-client response decoder raises JsonValue NameError after successful function-step mutation",
      "Excerpt": "Independent decoder owner: fix/mcp-inherited-dto-decoder-20261001, persistent worktree /home/ts/wt/openhcs-mcp-inherited-dto-decoder-20261001, based on main791650087e01c9d25766f12802a37296851f37cf. Current owners/open PRs checked; no decoder overlap found.\n\nFresh installed3d58912 persistent MCP dev-client shell called openhcs_add_function_step with pipeline_id=pipeline-1, function_id=skimage:exposure.adjust_gamma, name=paired350_identity, kwargs gamma=1/gain=1, napari_streaming_config…",
      "SourceUrl": "https://github.com/OpenHCSDev/openhcs/issues/360",
      "PublishedAt": "2026-10-01T11:43:41.000Z",
      "State": "closed",
      "Comments": 6,
      "Reporter": "Maintainer",
      "Rank": "top",
      "Extractor": "github_issue"
    },
    {
      "Title": "Retained viewer schema mismatch prevents MCP visual QA despite healthy client handshake",
      "Excerpt": "Observed on retained isolated H002,30September2026. Engineering integration owner: parent blind-analysis thread. Shared viewer protocol/lifecycle implementation owner already registered: openhcs-pr159-viewer-bind-owner (PR159). Primary geometry author is not yet identified; do not create a competing shared-file patch or silently expand PR159 scope.\n\nReproducer through the exposed MCP tool, no OS input:…",
      "SourceUrl": "https://github.com/OpenHCSDev/openhcs/issues/280",
      "PublishedAt": "2026-09-30T11:22:30.000Z",
      "State": "open",
      "Comments": 4,
      "Reporter": "Maintainer",
      "Rank": "top",
      "Extractor": "github_issue"
    },
    {
      "Title": "Preserve MCP call-boundary failures without post-dispatch transport fallback",
      "Excerpt": "Owner: OpenHCS blind-analysis coordinator (this thread). Reproduced through the owned installed OpenHCS 0.8.6 MCP dev-client/resident socket; reviewed production code 9f37cb66d, equivalent to merged #177 on main abb8b6116b.\n\nA first source artifact-plan inspection of one 128x128 synthetic field with one registered callable hit the existing 10-second transport-inactivity limit at call_tool. Server PID 4141724 remained healthy and the warmed exact readonly inspection returned a sound plan later.…",
      "SourceUrl": "https://github.com/OpenHCSDev/openhcs/issues/178",
      "PublishedAt": "2026-09-29T07:52:15.000Z",
      "State": "closed",
      "Comments": 4,
      "Reporter": "Maintainer",
      "Rank": "top",
      "Extractor": "github_issue"
    },
    {
      "Title": "Napari rejects valid one- and two-channel source-channel carriers as invalid RGB",
      "Excerpt": "Native viewer rejects a valid singleton source-channel carrier\n=============================================================\n\nIntegration owner: parent. Source repair owner: Schrodinger.\nCheckpoint: remote main 58ee773b0c0d615e213ba5431513f5ee8c98223c,\nordinary private installed OpenHCS 0.8.7 including merged PR437 and PR446.\nPR394 checked before assignment: head d4e800a7552623c8d5a55522aadea42728ecea6e;\nits current changed-file roster does not contain napari_streaming_handlers.py.\nConfirm…",
      "SourceUrl": "https://github.com/OpenHCSDev/openhcs/issues/448",
      "PublishedAt": "2026-10-02T11:18:29.000Z",
      "State": "closed",
      "Comments": 3,
      "Reporter": "Maintainer",
      "Rank": "top",
      "Extractor": "github_issue"
    },
    {
      "Title": "Selected official30 knowledge conversion exceeds the MCP observation deadline",
      "Excerpt": "Source repair owner: managed-viewer sidecar, now distinct knowledge lazy-conversion boundary owner, branch fix/knowledge-lazy-conversion-20261001 in /home/ts/wt/openhcs-knowledge-lazy-conversion-20261001; base main6ace57656. Parent owns installed acceptance and the occupied native slot.\n\nRetained installed reproducer: openhcs_get_knowledge_document(document_id=openhcs_official30_benchmark_recipes, section_id=cp-tutorial-pixel-based-classification-openhcs-python, max_chars=50000) returns…",
      "SourceUrl": "https://github.com/OpenHCSDev/openhcs/issues/376",
      "PublishedAt": "2026-10-01T15:45:46.000Z",
      "State": "open",
      "Comments": 3,
      "Reporter": "Maintainer",
      "Rank": "top",
      "Extractor": "github_issue"
    },
    {
      "Title": "Admit custom-function persistence before dispatch and preserve execution endpoint ownership",
      "Excerpt": "## Verified defect\n\nCustom-function persistence can cross a restricted MCP write-root boundary and\nreach an unrelated shared execution endpoint. A timeout does not undo that\nmutation or prove it absent.\n\nIntegration owner: OpenHCS issue-batch coordinator. Implementation owner:\nLovelace, using the existing function-catalog request/service, execution endpoint\nand CustomFunctionManager declarations. No alternate registry or runner.\n\n### Reproducer and evidence\n\nFresh installed OpenHCS source…",
      "SourceUrl": "https://github.com/OpenHCSDev/openhcs/issues/230",
      "PublishedAt": "2026-09-29T22:03:34.000Z",
      "State": "closed",
      "Comments": 3,
      "Reporter": "Maintainer",
      "Rank": "top",
      "Extractor": "github_issue"
    },
    {
      "Title": "MCP silently drops undeclared connection intent and submits to default endpoint",
      "Excerpt": "## Verified cause\n\nFresh H002 candidate03 supplied execution routing as an unadvertised nested `connection` object to `openhcs_create_orchestrator_session_from_pipeline_source`; successful candidate02 used advertised flat `host/port/transport_mode/persistent` fields.\n\nThe actual paired FastMCP `ArgModelBase` silently ignores extra keys. The nested object is discarded before the original OpenHCS FromFields binding sees it. Request defaults therefore select localhost / omitted port / omitted…",
      "SourceUrl": "https://github.com/OpenHCSDev/openhcs/issues/484",
      "PublishedAt": "2026-10-02T21:40:47.000Z",
      "State": "closed",
      "Comments": 1,
      "Reporter": "Maintainer",
      "Rank": "recent",
      "Extractor": "github_issue"
    },
    {
      "Title": "Persistent dev-client shell truncates long recorded PTY commands before dispatch",
      "Excerpt": "## Confirmed defect\n\nThe persistent dev-client shell reads an interactive terminal with `stdin.readline()`. A Linux canonical PTY silently drops the part of an input line beyond 4095 bytes before this reader or `shlex` sees it. The recorder can retain and echo the complete send, so its log alone does not establish what the client received.\n\nOriginal frozen H001 scientific client recording, without replay or mutation:…",
      "SourceUrl": "https://github.com/OpenHCSDev/openhcs/issues/483",
      "PublishedAt": "2026-10-02T21:23:54.000Z",
      "State": "closed",
      "Comments": 1,
      "Reporter": "Maintainer",
      "Rank": "recent",
      "Extractor": "github_issue"
    },
    {
      "Title": "BioFormats MCP shutdown emits JPype fatal exception after successful requests",
      "Excerpt": "Integration owner: parent; source investigation assigned Dewey after completed PR453. Preserve Root394 compiler/catalog/kernel ownership; reuse the original JVM and MCP teardown owners, not a second shutdown path.\n\nObserved on fresh ordinary wheel/private installation, PR453 production14c1b0982fff7c2af62bb26ecd247352dba2bcd3 (now merged, mainb68029c0cfc017c5a4b086bc607bff3c0bec6c01), paired Python3.12.3, shared Fiji downloads disabled, offscreen and4GiB/noSwap/oneCPU. Existing McpDevClient with…",
      "SourceUrl": "https://github.com/OpenHCSDev/openhcs/issues/455",
      "PublishedAt": "2026-10-02T12:27:50.000Z",
      "State": "closed",
      "Comments": 1,
      "Reporter": "Maintainer",
      "Rank": "recent",
      "Extractor": "github_issue"
    },
    {
      "Title": "Expose detached viewer focus and window geometry through MCP",
      "Excerpt": "Expose native detached viewer focus and geometry through MCP\n==========================================================\n\nUser reports retinal viewer disappeared. Actual read-only VNC5989 screenshot\nshows new source-only viewer6004 in the foreground. Original ROI viewer6000\nPID3687005 and new source viewer6004PID3888278 both alive. Worker confirms\nnew window covers old one. Existing detached native socket does not expose\nfocus/geometry; GUI-only focus requires unavailable bridge, whose actual…",
      "SourceUrl": "https://github.com/OpenHCSDev/openhcs/issues/452",
      "PublishedAt": "2026-10-02T11:47:27.000Z",
      "State": "closed",
      "Comments": 1,
      "Reporter": "Maintainer",
      "Rank": "recent",
      "Extractor": "github_issue"
    },
    {
      "Title": "Saved ROI viewer streaming times out despite mounting the artifact",
      "Excerpt": "Integration owner: parent OpenHCS agent. MCP boundary implementation assigned to Dewey (original #436/#438 owner); viewer/scientific run remains Planck's. Related #421/#436 declare the original progress mechanism, but merged #438 only qualified source inspection: streaming is a distinct capability.\n\nVerified installed real journey: after raw C1 is mounted on the exact isolated managed Napari viewer6000, ONE openhcs_stream_plate_files_to_viewer request for a saved ROI times out at the…",
      "SourceUrl": "https://github.com/OpenHCSDev/openhcs/issues/441",
      "PublishedAt": "2026-10-02T09:22:02.000Z",
      "State": "closed",
      "Comments": 1,
      "Reporter": "Maintainer",
      "Rank": "recent",
      "Extractor": "github_issue"
    },
    {
      "Title": "Cold source artifact inspection lacks responsive MCP progress despite healthy native startup",
      "Excerpt": "Integration owner: parent; independent MCP declaration/affinity continuation of421/merged422. Compiler/catalog/kernel placement remains with the other machine owner and must not be moved or duplicated.\n\nFresh installed e2d72 OpenHCS0.8.7 public MCP/server3440672; exact native3443084 is READY and native catalog READY. Original ten-second dev-client call openhcs_inspect_pipeline_source_artifact_plan on complete five-step named raw/cap source exceeded stdio inactivity:…",
      "SourceUrl": "https://github.com/OpenHCSDev/openhcs/issues/436",
      "PublishedAt": "2026-10-02T07:34:45.000Z",
      "State": "closed",
      "Comments": 2,
      "Reporter": "Maintainer",
      "Rank": "recent",
      "Extractor": "github_issue"
    },
    {
      "Title": "Renew MCP cold-start inactivity only on request-scoped progress acknowledgements",
      "Excerpt": "MCP request-scoped progress acknowledgements\n==========================================\n\nIntegration owner: parent agent. Base: main25d56ae3fb9b80acda80f3cf4e1c8667939147eb.\nThe owner delegates compilation/catalog/kernel placement to the agent on the\nother machine. This change owns only MCP declarations and shared client wait.\nNo compiler, registry preparation, server launcher or kernel location changes.\n\nExisting EndpointStartupStatus callback_scope and MCP\n_await_with_declared_progress…",
      "SourceUrl": "https://github.com/OpenHCSDev/openhcs/issues/421",
      "PublishedAt": "2026-10-02T02:03:14.000Z",
      "State": "open",
      "Comments": 0,
      "Reporter": "Maintainer",
      "Rank": "recent",
      "Extractor": "github_issue"
    },
    {
      "Title": "Canonical dev-client decoder bypasses declared DTOs without compact renderers",
      "Excerpt": "Owner: Dewey (canonical dev-client ingress source), parent (integration/live).\nS1 boundary handoff: original S1 implementation owner Arendt; no current open PR\nlists dev_client_core.py/dev_client_rendering.py. Parent explicitly assigns this\nbounded follow-up; no other owner's worktree/installed files are touched.\n\nActual installed paired397/388 engineering attempt1 failed after SUCCESSFUL native\nstartup: driver startup.handle raises AttributeError ('dict' has no attribute\n'handle').…",
      "SourceUrl": "https://github.com/OpenHCSDev/openhcs/issues/401",
      "PublishedAt": "2026-10-01T20:14:23.000Z",
      "State": "closed",
      "Comments": 1,
      "Reporter": "Maintainer",
      "Rank": "recent",
      "Extractor": "github_issue"
    },
    {
      "Title": "Decode declared MCP output contracts independently of compact renderers",
      "Excerpt": "Integration owner: parent Codex. Source owner: Dewey. Owner explicitly requested a fix.\n\n## Actual installed reproducer\n\nPrivate installed OpenHCS0.8.7, paired assembly4386cd11a815bf1885918bfba3c42d4fb6e6685f, wheel4356ef98feb0bcbc17f3d79c33611604d0dcdace2318a12ec66c7d5d420dab14. Fresh installed MCP health/resources pass. Public driver invokes startup once successfully, then fails at `startup.handle` because the decoded payload remains a dictionary.\n\nOriginal request/response and failure…",
      "SourceUrl": "https://github.com/OpenHCSDev/openhcs/issues/400",
      "PublishedAt": "2026-10-01T20:14:13.000Z",
      "State": "closed",
      "Comments": 0,
      "Reporter": "Maintainer",
      "Rank": "recent",
      "Extractor": "github_issue"
    },
    {
      "Title": "Managed image sampling misapplies semantic Y/X bounds on RGB payloads",
      "Excerpt": "Semantic image sampling applies Y/X bounds to X/color on RGB payloads\n===================================================================\n\nDiscovered by parent during installed PR351 acceptance on2026-10-01.\nIntegration/source owner requested: Singer, alongside the managed-viewer QA\ncapture repair, without overlapping parent source-binding/axis work.\n\nReproducer\n----------\n\nInstalled source3d58912d6e74e4b3dd4fa9e07a6b4a9d7dd9c7e4, wheel SHA…",
      "SourceUrl": "https://github.com/OpenHCSDev/openhcs/issues/366",
      "PublishedAt": "2026-10-01T12:14:01.000Z",
      "State": "closed",
      "Comments": 0,
      "Reporter": "Maintainer",
      "Rank": "recent",
      "Extractor": "github_issue"
    },
    {
      "Title": "Normal GUI cold connect stops a preparing runtime before readiness; use existing exact-owner async startup lifecycle",
      "Excerpt": "GUI synchronous cold connect stops before catalogue readiness\n=============================================================\n\nParent OpenHCS integration owns diagnosis and follow-through. Observed on own\nprivate installed0.8.7, source8119577 and again merged901e9a49, isolated display91,\nconfigured loopback execution5993/6993, UI5994. No provider/data/Fiji download.\n\nThe normal GUI startup path calls PlateManager.ensure_execution_server through\nthe ZMQClientService's synchronous ATTACH_OR_START…",
      "SourceUrl": "https://github.com/OpenHCSDev/openhcs/issues/355",
      "PublishedAt": "2026-10-01T10:33:02.000Z",
      "State": "closed",
      "Comments": 1,
      "Reporter": "Maintainer",
      "Rank": "recent",
      "Extractor": "github_issue"
    },
    {
      "Title": "Installed widget-tree command crashes retained-result rendering and terminates persistent MCP shell",
      "Excerpt": "Installed widget-tree CLI rendering failure\n==========================================\n\nIntegration owner: parent agent, PR349 existing command/rendering surface.\nObserved installed wheel6bc699fc5c35652bfe81b07163f069dc821c7e0c28d36ff9d34629f20fd91029,\nsource8119577a0d087e7349d7eff62104bdc5f47bacb2,2026-10-01.\n\nReproducer in real persistent dev CLI: ``widget-tree WINDOW --descriptor-file-path\nOWN_DESCRIPTOR``. The read-only tool returns, then CapabilityBackedCommandSpec's\nnew retained-result…",
      "SourceUrl": "https://github.com/OpenHCSDev/openhcs/issues/354",
      "PublishedAt": "2026-10-01T10:15:08.000Z",
      "State": "closed",
      "Comments": 1,
      "Reporter": "Maintainer",
      "Rank": "recent",
      "Extractor": "github_issue"
    }
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