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Review GhostCrab projections and explain purpose, readiness, required dimensions, facets, edges, and limits. Use for projection scope review, Type A contracts, Type B snapshots, or readiness on a Personal workspace.
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Based on SOC occupation classification
Audit gaps between a natural-language GhostCrab question and evidence available through MCP on a SQLite workspace. Use when a projection is missing, a Type A contract exists without evidence, required facets or graph edges are not verified, a Type B snapshot is absent, an MCP tool fails, or the user asks what to add to make an operational answer reliable.
Review GhostCrab projections and explain purpose, readiness, required dimensions, facets, edges, and limits. Use for projection scope review, Type A contracts, Type B snapshots, or readiness on a Personal workspace.
Audit gaps between a natural-language GhostCrab question and evidence available through MCP on a SQLite workspace. Use when a projection is missing, a Type A contract exists without evidence, required facets or graph edges are not verified, a Type B snapshot is absent, an MCP tool fails, or the user asks what to add to make an operational answer reliable.
Transform GhostCrab/MindBrain materialized projection responses into visual, presentation-ready reports with KPI cards, timelines, deltas, heatmaps, evidence tables, provenance, and recommendations. Use when a user wants a projection report to be clearer, more narrative, more visual, or demo-ready.
Audit gaps between a natural-language GhostCrab question and evidence available through MCP on a SQLite workspace. Use when a projection is missing, a Type A contract exists without evidence, required facets or graph edges are not verified, a Type B snapshot is absent, an MCP tool fails, or the user asks what to add to make an operational answer reliable.
Review GhostCrab projections and explain purpose, readiness, required dimensions, facets, edges, and limits. Use for projection scope review, Type A contracts, Type B snapshots, or readiness on a Personal workspace.
| name | ghostcrab-projection-reviewer |
| description | Review GhostCrab projections and explain purpose, readiness, required dimensions, facets, edges, and limits. Use for projection scope review, Type A contracts, Type B snapshots, or readiness on a Personal workspace. |
Review projections for readers who may not know GhostCrab internals.
References: ARTIFACT_KINDS.md, IMPORT_CLOSURE_GATES.md, PROJECTIONS_DISCOVERY.md.
Resolve {starterkit} via STARTERKIT_PATHS.md — Phase B1: {starterkit}/personal-mcp/ROUTE_MAP.md § projections and {starterkit}/scripts/README_projection_tools.md.
| Label | artifact_kind | Storage | Tools |
|---|---|---|---|
| Working memory | analysis_plan | table projections | ghostcrab_projections_list, ghostcrab_project, ghostcrab_pack |
| Frozen report | answer_snapshot | graph_entity (ProjectionResult) | ghostcrab_projections_list, ghostcrab_projection_get |
| Live view | live_answer_view | mindbrain_answer_artifacts | ghostcrab_projections_list, ghostcrab_artifact_get, ghostcrab_live_refresh |
Graph live queries are not projections — use ghostcrab_graph_search, ghostcrab_traverse.
ghostcrab_status.ghostcrab_projections_list when scopes or snapshot ids are unknown (see PROJECTIONS_DISCOVERY.md).ghostcrab_pack for active analysis_plan scopes and fact highlights.ghostcrab_projection_get when answer_snapshot or calculated bundles are in scope.ghostcrab_search / ghostcrab_graph_search to test whether declared requirements have evidence.analysis_plan contract vs observed pack rows.answer_snapshot status (if applicable).status: active on Type A is runtime projection state, not audit "materialized" language unless answer_snapshot exists.