feat(opt): three efficiency levers for NL→SQL workflow
Lever 1: Join-graph via FK logics in annotations + suggest-fks command
- TableAnnotation.foreign_keys field stores curated logical FKs (DWH has no FK constraints)
- tht schema suggest-fks: mine from approved SQL, heuristics (time_key → dim_time),
same-name discovery + explicit --assume flag for multi-owner PKs
- mschema renders 【Foreign keys】 section populated; validation in merge.py
- SKILL.md F4 now reads FKs from mschema-text, no custom data_time_key logic
Lever 2: Context-pack consolidation at kickoff (tht search pack)
- Single embedding of question, reused for schema + evidence + solved searches
- One command: tht search pack <question> --session <id> → retrieval_pack.md
- Graceful degradation when Ollama/vector store unreachable (exit 0, empty sections)
- SKILL.md F1 prescribes as first call; reduces model thinking turns via pre-retrieval
Lever 3: Phase-summary recap v2 auto-construction from session ledger
- tht session show --json includes full decisions ledger
- tht phase meta --json exports 'emits' (substantive decision types per phase)
- Gate appends deterministic 【Decisioni registrate in questa fase】 section (appendLedgerSection)
- Model authors only summary + checks; recap table comes from persisted state (exact by construction)
- SKILL.md Disciplina 6: brief model output, gate fills the rest
Tests: 358 Python (including 10 FK + 3 pack + 1 session-ledger tests) + 111 JS gate tests, all pass.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
This commit is contained in:
@@ -42,6 +42,7 @@ import {
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buildCteResultV2,
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enrichCteResultColumns,
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enrichPhaseSummaryV2,
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appendLedgerSection,
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} from "./gate/enrich.js";
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import { isReserved } from "./reserved-labels.mjs";
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@@ -898,11 +899,26 @@ export default function (pi) {
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"Riepilogo di fase v2 non valido:\n- " + v.errors.join("\n- "),
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);
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}
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const enriched = enrichPhaseSummaryV2(
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let enriched = enrichPhaseSummaryV2(
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data,
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phaseMetaForNum(ctx, curNum),
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makeGetColumns(ctx),
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);
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// Recap deterministico: appende la sezione "decisioni di questa fase"
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// dal ledger (best-effort: un errore di lettura non blocca il gate).
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try {
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const show = JSON.parse(
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tht(ctx, ["session", "show", session, "--json"]),
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);
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const meta = phaseMeta(ctx).phases.find((p) => p.num === curNum);
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enriched = appendLedgerSection(
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enriched,
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show.decisions,
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meta ? meta.emits : [],
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);
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} catch {
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// ledger non leggibile: il riepilogo resta quello del modello
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}
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artifact = { ...artifact, data: enriched };
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}
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