Fix 9 seam-review findings

- Pinned target's profitability flag now overrides the extractor's bucket guess
- Extractor/target periods canonicalized so ledger forecast chaining matches
- autoRunOnDrop no longer error-loops on ungradeable inbox content; failed
  batches count as seen
- Ship 2 default graders (pipeline requires >=2 valid reports per deck)
- UI styles 'failed' deck chips as errors; .markdown discoverable
- Unknown adjudicator model disables adjudication loudly instead of silently
- Reserved rids extractor/adjudicator; teardown also clears bm-grader-* containers

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

orchestrator/scoring.py

@@ -87,7 +87,8 @@ def _resolve_target(kpi: dict, pinned_targets: list[dict], prior_targets: list[d
     cand, via = match_kpi(canon, pinned_cands, aliases)
     if cand is not None:
         p = cand["_src"]
-        return {"target": p.get("target"), "direction": p.get("direction") or kpi.get("direction")}, "pinned", via
+        return {"target": p.get("target"), "direction": p.get("direction") or kpi.get("direction"),
+                "profitability": p.get("profitability")}, "pinned", via
     cand, via = match_kpi(canon, prior_targets or [], aliases)
     if cand is not None:
         return {"target": cand.get("target"),
@@ -166,10 +167,15 @@ def score_deck(extraction: dict, grades: list[dict], pinned_targets: list[dict],
             target = float(tgt["target"])
             credit = _credit(float(k.get("actual", 0)), target,
                              tgt.get("direction") or k.get("direction") or "gte", floor)
+        # The operator's pinned classification beats the extractor's guess —
+        # a pinned profitability KPI must score in the profitability bucket.
+        profitability = bool(k.get("profitability"))
+        if tgt is not None and tgt.get("profitability") is not None:
+            profitability = bool(tgt["profitability"])
         kpi_results.append({
             "canonical_name": k.get("canonical_name"), "name": k.get("name"),
             "actual": k.get("actual"), "unit": k.get("unit") or "",
-            "direction": k.get("direction"), "profitability": bool(k.get("profitability")),
+            "direction": k.get("direction"), "profitability": profitability,
             "target": target, "target_source": source, "matched_via": via,
             "credit": None if credit is None else round(credit, 4),
         })