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Planner Autonomy: закрепить metadata lane scoring

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dctouch
2026-05-01 12:05:47 +03:00
parent b333d67665
commit f76ea72b8d
10 changed files with 1124 additions and 30 deletions
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llm_normalizer/backend/tests/assistantMcpDiscoveryPlanner.test.ts
+49 -3
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@@ -351,7 +351,7 @@ describe("assistant MCP discovery planner", () => {
expect(result.reason_codes).toContain("planner_selected_catalog_primitives_from_metadata_surface_search");
});
it("does not force a lane from ambiguous metadata surface even when decomposition hints mention both documents and movements", () => {
it("scores an explicit document data-need over an ambiguous metadata surface without carrying movement primitives", () => {
const result = planAssistantMcpDiscovery({
dataNeedGraph: {
schema_version: "assistant_data_need_graph_v1",
@@ -389,9 +389,55 @@ describe("assistant MCP discovery planner", () => {
expect(result.planner_status).toBe("ready_for_execution");
expect(result.reason_codes).toContain("planner_consumed_metadata_surface_ref_v1");
expect(result.reason_codes).toContain("planner_filtered_catalog_primitives_by_explicit_data_need_lane");
expect(result.reason_codes).toContain("planner_metadata_surface_scored_with_explicit_lane_family");
expect(result.reason_codes).not.toContain("planner_filtered_catalog_primitives_by_confirmed_metadata_surface");
expect(result.proposed_primitives).toContain("query_documents");
expect(result.proposed_primitives).toContain("query_movements");
expect(result.proposed_primitives).toEqual(["resolve_entity_reference", "query_documents", "probe_coverage"]);
expect(result.proposed_primitives).not.toContain("query_movements");
});
it("scores an explicit movement data-need over an ambiguous metadata surface without carrying document primitives", () => {
const result = planAssistantMcpDiscovery({
dataNeedGraph: {
schema_version: "assistant_data_need_graph_v1",
policy_owner: "assistantMcpDiscoveryDataNeedGraph",
subject_candidates: ["SVK"],
business_fact_family: "movement_evidence",
action_family: "list_movements",
aggregation_need: null,
time_scope_need: "explicit_period",
comparison_need: null,
ranking_need: null,
proof_expectation: "coverage_checked_fact",
clarification_gaps: [],
decomposition_candidates: ["fetch_scoped_documents", "fetch_scoped_movements", "probe_coverage"],
forbidden_overclaim_flags: ["no_raw_model_claims", "no_unchecked_fact_totals"],
reason_codes: ["data_need_graph_built"]
},
metadataSurface: {
selected_entity_set: null,
selected_surface_objects: ["Document.InvoiceIssued", "Register.BankOperations"],
downstream_route_family: null,
route_family_selection_basis: null,
recommended_next_primitive: null,
ambiguity_detected: true,
ambiguity_entity_sets: ["Document", "AccumulationRegister"]
},
turnMeaning: {
asked_domain_family: "movements",
asked_action_family: "list_movements",
explicit_entity_candidates: ["SVK"],
explicit_date_scope: "2020",
unsupported_but_understood_family: "movement_evidence"
}
});
expect(result.planner_status).toBe("ready_for_execution");
expect(result.selected_chain_id).toBe("movement_evidence");
expect(result.reason_codes).toContain("planner_filtered_catalog_primitives_by_explicit_data_need_lane");
expect(result.reason_codes).toContain("planner_metadata_surface_scored_with_explicit_lane_family");
expect(result.proposed_primitives).toEqual(["resolve_entity_reference", "query_movements", "probe_coverage"]);
expect(result.proposed_primitives).not.toContain("query_documents");
});
it("does not force a thin follow-up into a lane when the carried metadata surface is still ambiguous", () => {