docs(plans): LF integration mapping v1 — full status of 45 LF/W chunks

Comprehensive map of all 41 LF + 4 W chunks shipped or queued across
the lance-graph workspace. Producer-side mirror of SMB session's
foundry-parity-checklist.md; lives in lance-graph so future producer
sessions see the state at a glance.

Status totals:
  17 DONE (Tier 1 LF-1..8 + W-1..4 + LF-21/22/90/91/92)
   2 IN-PR (LF-70, LF-72 on this branch via ScenarioBranch facade)
  22 QUEUED (Stage 1 connectors, Stage 2 ontology adds, Stage 3 storage,
             Stage 4 search, Stage 5 models, Stage 6 decisions,
             Stage 7 LF-73/74/75 forward-sim wiring)
   2 DEFERRED (LF-32 sharded writes, LF-53 AIP Logic UI)
   2 FUTURE (LF-80/81 marketplace bundles)

Stage 7 redesign documented:
  LF-71 (scenario_id column) DROPPED — would widen SIMD sweep + duplicate
    Lance versioning. Replaced with role-bind + dataset-path branch identity.
  LF-73 simulate_forward — wires existing dormant CounterfactualSynthesis
    NARS inference type into ScenarioWorld trait.
  LF-74 forecast_palette — Chronos-extracted method (compose-chain over
    existing 256-archetype palette + ComposeTable). Adopt the idea,
    don't pull in the model.
  LF-75 replay — Apache-Temporal-extracted method (deterministic replay
    via captured fork_seed). Adopt the idea, don't adopt durable-execution
    workflow runtime.

Sequencing recommendation for next 10 chunks ordered by leverage:
  1. Merge this branch (Stage 7 + scenario-world agent)
  2. LF-12 Pipeline DAG (unblocks Stage 1 connector tier)
  3. LF-50/52 ModelRegistry + LlmProvider (xAI/OpenAI/Anthropic/Ollama)
  4. LF-20 FunctionSpec
  5. LF-23 NotificationSpec
  6. LF-31 scan_as_of (almost-free trait expose of existing VersionedGraph)
  7. LF-10 Connector registry
  8. LF-61 NARS-revision-on-correction
  9. LF-73 simulate_forward
  10. LF-40 Tantivy full-text search

INTEGRATION_PLANS.md prepended with new v1 entry per board hygiene rule.

https://claude.ai/code/session_01SbYsmmbPf9YQuYbHZN52Zh

Author: claude

.claude/board/INTEGRATION_PLANS.md

@@ -36,6 +36,17 @@
 
 ---
 
+## v1 — LF Integration Mapping (authored 2026-04-25)
+
+**Author:** main thread (Opus 4.7 1M), session 2026-04-25 (branch claude/scenario-world-facade)
+**Status:** Active
+**Scope:** Comprehensive mapping of all 41 LF + 4 W chunks shipped or queued across the lance-graph workspace. Mirrors the SMB-side foundry-parity-checklist; producer-side companion. Documents Tier 1 (8/8 LF + 4/4 W shipped) + Tier 2 (28 chunks across 8 stages, ~38% shipped, sequencing for next 10 chunks). Includes Stage 7 redesign notes (LF-71 column rejected; LF-73/74/75 added wiring NARS counterfactual / Chronos-method palette forecast / Apache-Temporal-method deterministic replay).
+**Path:** `.claude/plans/lf-integration-mapping-v1.md`
+**Companions:** `.claude/agents/scenario-world.md`, `docs/ScenarioWorldCounterfactual.md`
+**Cross-ref:** `smb-office-rs/docs/foundry-parity-checklist.md` (consumer mirror)
+
+---
+
 ## v1 — Q2 Foundry-Equivalent Integration (authored 2026-04-24)
 
 **Author:** main thread (Opus 4.7 1M), session 2026-04-24