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Part A loader: durable cost via product_map (DTD verdict A) + worklist queue (dry-run verified)

2d8055eb089d651879de3963fe58a686c77ac796 · 2026-06-21 19:15:21 -0700 · Steve

Files touched

• M .gitignore
• A cost-relink-load.py
• A out/bulk-fivefield-result.json
• A out/canary-threads-dryrun.json
• A out/canary-threads-result.json
• A out/cost-relink-diff.json
• A out/cost-relink-load-report.json
• A out/priceability.json
• A out/step0-priceable-vs-hold.json
• A out/vendor-classification.json

Diff

commit 2d8055eb089d651879de3963fe58a686c77ac796
Author: Steve <steve@designerwallcoverings.com>
Date:   Sun Jun 21 19:15:21 2026 -0700

    Part A loader: durable cost via product_map (DTD verdict A) + worklist queue (dry-run verified)
---
 .gitignore                       |     4 +-
 cost-relink-load.py              |   169 +
 out/bulk-fivefield-result.json   |  5462 ++++
 out/canary-threads-dryrun.json   |     1 +
 out/canary-threads-result.json   |   742 +
 out/cost-relink-diff.json        | 49562 +++++++++++++++++++++++++++++++++++++
 out/cost-relink-load-report.json |    89 +
 out/priceability.json            |  1342 +
 out/step0-priceable-vs-hold.json |  1344 +
 out/vendor-classification.json   |  1447 ++
 10 files changed, 60161 insertions(+), 1 deletion(-)

diff --git a/.gitignore b/.gitignore
index 1708f3a..1924158 100644
--- a/.gitignore
+++ b/.gitignore
@@ -3,4 +3,6 @@ node_modules/
 tmp/
 *.log
 .DS_Store
-out/*.json
+dist/
+build/
+.next/
diff --git a/cost-relink-load.py b/cost-relink-load.py
new file mode 100644
index 0000000..575a0a0
--- /dev/null
+++ b/cost-relink-load.py
@@ -0,0 +1,169 @@
+#!/usr/bin/env python3
+"""
+Part A LOADER — load the 1,202 high-confidence sourced costs DURABLY + queue them.
+Steve-authorized write (officers/vp-dw-commerce, 2026-06-21). DTD verdict A.
+
+Durable cost location (DTD A, 2/2): product_map.map_price keyed by dw_sku,
+map_source='fivefield-relink-2026-06-21'. The 5-field audit (priceability.sql /
+resolve-priceability.js) reads product_map.map_price by dw_sku as a FINAL retail
+price for non-Kravet rows -> re-running the audit tomorrow keeps these priceable.
+product_map has a PRIMARY KEY (dw_sku) so UPSERT is replication-safe under the
+all-tables publication dw_unified_pub (the gaps/worklist tables are not).
+
+Then INSERT the 1,202 into bulk_fivefield_worklist (status='pending',
+fix_type='build-roll', computed_price set) for the activation drain's rr
+round-robin. INSERT is replication-safe even without a PK (no replica identity
+needed for INSERT — verified).
+
+Authoritative keys come from active_five_field_gaps (real dw_sku + shopify_id +
+is_kravet_fam), NOT the diff's coalesced dw_sku field. Cost/price come from the
+diff. Match is on (vendor, mfr_sku) which is unique within the flagged set.
+
+NO Shopify writes. NO activation. NO UPDATE on the gaps table (replica-identity
+blocked). Run with --apply to write; default is dry-run.
+"""
+import json, os, re, subprocess, sys, datetime
+
+ROOT = os.path.dirname(os.path.abspath(__file__))
+DIFF = os.path.join(ROOT, "out", "cost-relink-diff.json")
+APPLY = "--apply" in sys.argv
+SOURCE_TAG = "fivefield-relink-2026-06-21"
+
+def psql(sql, want_rows=True):
+    env = dict(os.environ); env.pop("PGPASSWORD", None); env.pop("DATABASE_URL", None)
+    r = subprocess.run(["psql", "-d", "dw_unified", "-v", "ON_ERROR_STOP=1",
+                        "-tAF", "\t", "-f", "-"],
+                       input=sql, capture_output=True, text=True, env=env)
+    if r.returncode != 0:
+        raise RuntimeError(f"psql failed: {r.stderr.strip()[:600]}")
+    if not want_rows:
+        return r.stdout
+    return [ln.split("\t") for ln in r.stdout.split("\n") if ln != ""]
+
+def q(v):
+    return "'" + str(v).replace("'", "''") + "'"
+
+def main():
+    d = json.load(open(DIFF))
+    hi = [r for r in d["diff"] if r.get("match_confidence") in ("exact", "fuzzy-high")]
+    assert len(hi) == 1202, f"expected 1202 high-confidence, got {len(hi)}"
+
+    # Re-derive authoritative keys from the gaps table by (vendor, mfr_sku).
+    # Build a lookup of every flagged (vendor, upper(mfr_sku)) -> (dw_sku, shopify_id, is_kravet_fam)
+    rows = psql("""
+      SELECT vendor, upper(mfr_sku), COALESCE(NULLIF(dw_sku,''),''),
+             COALESCE(shopify_id,''), is_kravet_fam
+      FROM active_five_field_gaps
+      WHERE priceable IS NOT TRUE
+        AND vendor IN ('Scalamandre Wallpaper','Rebel Walls','Osborne & Little');""")
+    gap = {}
+    for vendor, mfr, dw, sid, kf in rows:
+        gap[(vendor, mfr)] = (dw, sid, kf == "t")
+
+    load = []      # for product_map upsert (needs real dw_sku)
+    queue = []     # for worklist insert (needs shopify_id + real dw_sku)
+    no_dw, no_match = [], []
+    for r in hi:
+        key = (r["vendor"], (r["mfr_sku"] or "").upper())
+        g = gap.get(key)
+        if not g:
+            no_match.append(r); continue
+        dw, sid, kf = g
+        price = r["computed_price"]
+        if not dw:
+            # real dw_sku is blank -> cannot key product_map (PK is dw_sku).
+            no_dw.append({**r, "shopify_id": sid})
+            continue
+        load.append({"dw_sku": dw, "sku": r["mfr_sku"], "vendor": r["vendor"],
+                     "pattern": r.get("matched_pattern") or r.get("flagged_pattern") or "",
+                     "color": "", "map_price": price, "mfr_sku": r["mfr_sku"]})
+        queue.append({"shopify_id": sid, "dw_sku": dw, "mfr_sku": r["mfr_sku"],
+                      "vendor": r["vendor"], "is_kravet_fam": kf,
+                      "computed_price": price})
+
+    print(f"high-confidence rows:        {len(hi)}", file=sys.stderr)
+    print(f"matched to gaps keys:        {len(hi)-len(no_match)}", file=sys.stderr)
+    print(f"  -> loadable (real dw_sku): {len(load)}", file=sys.stderr)
+    print(f"  -> blank real dw_sku:      {len(no_dw)}", file=sys.stderr)
+    print(f"  -> no gaps match:          {len(no_match)}", file=sys.stderr)
+
+    # de-dupe product_map upsert by dw_sku (keep first; should already be unique)
+    seen = set(); uniq_load = []
+    for x in load:
+        if x["dw_sku"] in seen: continue
+        seen.add(x["dw_sku"]); uniq_load.append(x)
+
+    report = {
+        "generatedAt": datetime.datetime.utcnow().isoformat() + "Z",
+        "apply": APPLY, "source_tag": SOURCE_TAG,
+        "high_confidence": len(hi),
+        "loadable_product_map": len(uniq_load),
+        "queue_worklist": len(queue),
+        "blank_real_dwsku": len(no_dw),
+        "no_gaps_match": len(no_match),
+        "blank_dwsku_samples": [{"vendor": r["vendor"], "mfr_sku": r["mfr_sku"],
+                                 "shopify_id": r["shopify_id"]} for r in no_dw[:20]],
+        "no_match_samples": [{"vendor": r["vendor"], "mfr_sku": r["mfr_sku"]} for r in no_match[:20]],
+    }
+
+    if not APPLY:
+        report["mode"] = "DRY-RUN (no writes). Re-run with --apply."
+        json.dump(report, open(os.path.join(ROOT, "out", "cost-relink-load-report.json"), "w"), indent=2)
+        print(json.dumps(report, indent=2))
+        return
+
+    # ---- WRITE 1: UPSERT into product_map (durable, replication-safe via PK) ----
+    # Single transaction. ON CONFLICT(dw_sku) DO UPDATE — idempotent.
+    vals = []
+    now = "now()"
+    for x in uniq_load:
+        vals.append("(" + ",".join([
+            q(x["dw_sku"]), q(x["sku"]), q(x["vendor"]), q(x["pattern"]),
+            q(x["color"]), str(x["map_price"]), q("ROLL"), q(SOURCE_TAG),
+            now, q(x["mfr_sku"])]) + ")")
+    upsert = (
+        "BEGIN;\n"
+        "INSERT INTO product_map (dw_sku, sku, vendor, pattern, color, map_price, "
+        "map_unit, map_source, updated_at, mfr_sku) VALUES\n"
+        + ",\n".join(vals) +
+        "\nON CONFLICT (dw_sku) DO UPDATE SET "
+        "map_price=EXCLUDED.map_price, map_source=EXCLUDED.map_source, "
+        "map_unit=EXCLUDED.map_unit, updated_at=EXCLUDED.updated_at, "
+        "mfr_sku=COALESCE(NULLIF(product_map.mfr_sku,''),EXCLUDED.mfr_sku);\n"
+        "COMMIT;")
+    psql(upsert, want_rows=False)
+    print(f"product_map UPSERT done: {len(uniq_load)} rows", file=sys.stderr)
+
+    # ---- WRITE 2: INSERT into bulk_fivefield_worklist (INSERT-only, repl-safe) ----
+    # Skip any shopify_id already in the worklist (idempotent re-run guard).
+    existing = set(r[0] for r in psql(
+        "SELECT DISTINCT shopify_id FROM bulk_fivefield_worklist;"))
+    maxrank = psql("SELECT COALESCE(max(order_rank),0) FROM bulk_fivefield_worklist;")
+    base = int(maxrank[0][0])
+    qvals = []
+    rank = base
+    inserted_ids = set()
+    for x in queue:
+        if x["shopify_id"] in existing or x["shopify_id"] in inserted_ids:
+            continue
+        inserted_ids.add(x["shopify_id"])
+        rank += 1
+        qvals.append("(" + ",".join([
+            str(rank), q(x["shopify_id"]), q(x["dw_sku"]), q(x["mfr_sku"]),
+            q(x["vendor"]), q("build-roll"),
+            "true" if x["is_kravet_fam"] else "false",
+            str(x["computed_price"]), "NULL", q("pending")]) + ")")
+    if qvals:
+        ins = ("BEGIN;\nINSERT INTO bulk_fivefield_worklist "
+               "(order_rank, shopify_id, dw_sku, mfr_sku, vendor, fix_type, "
+               "is_kravet_fam, computed_price, kravet_price, status) VALUES\n"
+               + ",\n".join(qvals) + ";\nCOMMIT;")
+        psql(ins, want_rows=False)
+    report["worklist_inserted"] = len(qvals)
+    report["worklist_skipped_existing"] = len(queue) - len(qvals)
+    report["mode"] = "APPLIED"
+    json.dump(report, open(os.path.join(ROOT, "out", "cost-relink-load-report.json"), "w"), indent=2)
+    print(json.dumps(report, indent=2))
+
+if __name__ == "__main__":
+    main()
diff --git a/out/bulk-fivefield-result.json b/out/bulk-fivefield-result.json
new file mode 100644
index 0000000..da72472
--- /dev/null
+++ b/out/bulk-fivefield-result.json
@@ -0,0 +1,5462 @@
+[
+ {
+  "order_rank": 1,
+  "dw_sku": "ELE-42805",
+  "mfr_sku": "ala-messina-wallpaper-ele-42805",
+  "vendor": "British Walls",
+  "product_id": "1498133233776",
+  "handle": "ala-messina-wallpaper-ele-42805",
+  "fix": "add-sample",
+  "target_sku": "ELE-42805-Sample",
+  "price": "4.25",
+  "before_variants": [
+   {
+    "id": 13934962770032,
+    "sku": "DWBW-600005",
+    "price": "159.71",
+    "option1": "Default Title",
+    "inv_mgmt": "shopify"
+   }
+  ],
+  "after_variants": [
+   {
+    "id": 13934962770032,
+    "sku": "DWBW-600005",
+    "price": "159.71",
+    "option1": "Default Title",
+    "inv_mgmt": "shopify"
+   },
+   {
+    "id": 44453121720371,
+    "sku": "ELE-42805-Sample",
+    "price": "4.25",
+    "option1": "Sample",
+    "inv_mgmt": null
+   }
+  ],
+  "new_variant_id": 44453121720371,
+  "status": "fixed",
+  "reason": "ok"
+ },
+ {
+  "order_rank": 2,
+  "dw_sku": "ELE-42806",
+  "mfr_sku": "ala-messina-wallpaper-ele-42806",
+  "vendor": "British Walls",
+  "product_id": "1498133364848",
+  "handle": "ala-messina-wallpaper-ele-42806",
+  "fix": "add-sample",
+  "target_sku": "ELE-42806-Sample",
+  "price": "4.25",
+  "before_variants": [
+   {
+    "id": 13934962901104,
+    "sku": "DWBW-600006",
+    "price": "159.71",
+    "option1": "Default Title",
+    "inv_mgmt": "shopify"
+   }
+  ],
+  "after_variants": [
+   {
+    "id": 13934962901104,
+    "sku": "DWBW-600006",
+    "price": "159.71",
+    "option1": "Default Title",
+    "inv_mgmt": "shopify"
+   },
+   {
+    "id": 44453121785907,
+    "sku": "ELE-42806-Sample",
+    "price": "4.25",
+    "option1": "Sample",
+    "inv_mgmt": null
+   }
+  ],
+  "new_variant_id": 44453121785907,
+  "status": "fixed",
+  "reason": "ok"
+ },
+ {
+  "order_rank": 3,
+  "dw_sku": "ELE-42808",
+  "mfr_sku": "ala-messina-wallpaper-ele-42808",
+  "vendor": "British Walls",
+  "product_id": "1498133790832",
+  "handle": "ala-messina-wallpaper-ele-42808",
+  "fix": "add-sample",
+  "target_sku": "ELE-42808-Sample",
+  "price": "4.25",
+  "before_variants": [
+   {
+    "id": 13934965358704,
+    "sku": "DWBW-600008",
+    "price": "159.71",
+    "option1": "Default Title",
+    "inv_mgmt": "shopify"
+   }
+  ],
+  "after_variants": [
+   {
+    "id": 13934965358704,
+    "sku": "DWBW-600008",
+    "price": "159.71",
+    "option1": "Default Title",
+    "inv_mgmt": "shopify"
+   },
+   {
+    "id": 44453121818675,
+    "sku": "ELE-42808-Sample",
+    "price": "4.25",
+    "option1": "Sample",
+    "inv_mgmt": null
+   }
+  ],
+  "new_variant_id": 44453121818675,
+  "status": "fixed",
+  "reason": "ok"
+ },
+ {
+  "order_rank": 4,
+  "dw_sku": "ELE-42809",
+  "mfr_sku": "ala-padua-wallpaper-ele-42809",
+  "vendor": "British Walls",
+  "product_id": "1498133954672",
+  "handle": "ala-padua-wallpaper-ele-42809",
+  "fix": "add-sample",
+  "target_sku": "ELE-42809-Sample",
+  "price": "4.25",
+  "before_variants": [
+   {
+    "id": 13934965522544,
+    "sku": "DWBW-600010",
+    "price": "159.71",
+    "option1": "Default Title",
+    "inv_mgmt": "shopify"
+   }
+  ],
+  "after_variants": [
+   {
+    "id": 13934965522544,
+    "sku": "DWBW-600010",
+    "price": "159.71",
+    "option1": "Default Title",
+    "inv_mgmt": "shopify"
+   },
+   {
+    "id": 44453121851443,
+    "sku": "ELE-42809-Sample",
+    "price": "4.25",
+    "option1": "Sample",
+    "inv_mgmt": null
+   }
+  ],
+  "new_variant_id": 44453121851443,
+  "status": "fixed",
+  "reason": "ok"
+ },
+ {
+  "order_rank": 5,
+  "dw_sku": "ELE-42811",
+  "mfr_sku": "ala-perugia-wallpaper-ele-42811",
+  "vendor": "British Walls",
+  "product_id": "1498134413424",
+  "handle": "ala-perugia-wallpaper-ele-42811",
+  "fix": "add-sample",
+  "target_sku": "ELE-42811-Sample",
+  "price": "4.25",
+  "before_variants": [
+   {
+    "id": 13934966702192,
+    "sku": "DWBW-600012",
+    "price": "221.24",
+    "option1": "Default Title",
+    "inv_mgmt": "shopify"
+   }
+  ],
+  "after_variants": [
+   {
+    "id": 13934966702192,
+    "sku": "DWBW-600012",
+    "price": "221.24",
+    "option1": "Default Title",
+    "inv_mgmt": "shopify"
+   },
+   {
+    "id": 44453121916979,
+    "sku": "ELE-42811-Sample",
+    "price": "4.25",
+    "option1": "Sample",
+    "inv_mgmt": null
+   }
+  ],
+  "new_variant_id": 44453121916979,
+  "status": "fixed",
+  "reason": "ok"
+ },
+ {
+  "order_rank": 6,
+  "dw_sku": "ELE-42812",
+  "mfr_sku": "ala-perugia-wallpaper-ele-42812",
+  "vendor": "British Walls",
+  "product_id": "1498134610032",
+  "handle": "ala-perugia-wallpaper-ele-42812",
+  "fix": "add-sample",
+  "target_sku": "ELE-42812-Sample",
+  "price": "4.25",
+  "before_variants": [
+   {
+    "id": 13934968143984,
+    "sku": "DWBW-600013",
+    "price": "221.24",
+    "option1": "Default Title",
+    "inv_mgmt": "shopify"
+   }
+  ],
+  "after_variants": [
+   {
+    "id": 13934968143984,
+    "sku": "DWBW-600013",
+    "price": "221.24",
+    "option1": "Default Title",
+    "inv_mgmt": "shopify"
+   },
+   {
+    "id": 44453121949747,
+    "sku": "ELE-42812-Sample",
+    "price": "4.25",
+    "option1": "Sample",
+    "inv_mgmt": null
+   }
+  ],
+  "new_variant_id": 44453121949747,
+  "status": "fixed",
+  "reason": "ok"
+ },
+ {
+  "order_rank": 7,
+  "dw_sku": "ELE-42813",
+  "mfr_sku": "ala-perugia-wallpaper-ele-42813",
+  "vendor": "British Walls",
+  "product_id": "1498134937712",
+  "handle": "ala-perugia-wallpaper-ele-42813",
+  "fix": "add-sample",
+  "target_sku": "ELE-42813-Sample",
+  "price": "4.25",
+  "before_variants": [
+   {
+    "id": 13934970077296,
+    "sku": "DWBW-600014",
+    "price": "221.24",
+    "option1": "Default Title",
+    "inv_mgmt": "shopify"
+   }
+  ],
+  "after_variants": [
+   {
+    "id": 13934970077296,
+    "sku": "DWBW-600014",
+    "price": "221.24",
+    "option1": "Default Title",
+    "inv_mgmt": "shopify"
+   },
+   {
+    "id": 44453121982515,
+    "sku": "ELE-42813-Sample",
+    "price": "4.25",
+    "option1": "Sample",
+    "inv_mgmt": null
+   }
+  ],
+  "new_variant_id": 44453121982515,
+  "status": "fixed",
+  "reason": "ok"
+ },
+ {
+  "order_rank": 8,
+  "dw_sku": "ELE-42814",
+  "mfr_sku": "ala-perugia-wallpaper-ele-42814",
+  "vendor": "British Walls",
+  "product_id": "1498135134320",
+  "handle": "ala-perugia-wallpaper-ele-42814",
+  "fix": "add-sample",
+  "target_sku": "ELE-42814-Sample",
+  "price": "4.25",
+  "before_variants": [
+   {
+    "id": 13934970962032,
+    "sku": "DWBW-600015",
+    "price": "221.24",
+    "option1": "Default Title",
+    "inv_mgmt": "shopify"
+   }
+  ],
+  "after_variants": [
+   {
+    "id": 13934970962032,
+    "sku": "DWBW-600015",
+    "price": "221.24",
+    "option1": "Default Title",
+    "inv_mgmt": "shopify"
+   },
+   {
+    "id": 44453122048051,
+    "sku": "ELE-42814-Sample",
+    "price": "4.25",
+    "option1": "Sample",
+    "inv_mgmt": null
+   }
+  ],
+  "new_variant_id": 44453122048051,
+  "status": "fixed",
+  "reason": "ok"
+ },
+ {
+  "order_rank": 9,
+  "dw_sku": "ELE-42815",
+  "mfr_sku": "ala-taranto-wallpaper-ele-42815",
+  "vendor": "British Walls",
+  "product_id": "1498135363696",
+  "handle": "ala-taranto-wallpaper-ele-42815",
+  "fix": "add-sample",
+  "target_sku": "ELE-42815-Sample",
+  "price": "4.25",
+  "before_variants": [
+   {
+    "id": 13934971420784,
+    "sku": "DWBW-600031",
+    "price": "221.24",
+    "option1": "Default Title",
+    "inv_mgmt": "shopify"
+   }
+  ],
+  "after_variants": [
+   {
+    "id": 13934971420784,
+    "sku": "DWBW-600031",
+    "price": "221.24",
+    "option1": "Default Title",
+    "inv_mgmt": "shopify"
+   },
+   {
+    "id": 44453122080819,
+    "sku": "ELE-42815-Sample",
+    "price": "4.25",
+    "option1": "Sample",
+    "inv_mgmt": null
+   }
+  ],
+  "new_variant_id": 44453122080819,
+  "status": "fixed",
+  "reason": "ok"
+ },
+ {
+  "order_rank": 10,
+  "dw_sku": "ELE-42821",
+  "mfr_sku": "ala-prato-wallpaper-ele-42821",
+  "vendor": "British Walls",
+  "product_id": "1498136608880",
+  "handle": "ala-prato-wallpaper-ele-42821",
+  "fix": "add-sample",
+  "target_sku": "ELE-42821-Sample",
+  "price": "4.25",
+  "before_variants": [
+   {
+    "id": 13934979448944,
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+    "price": "4.25",
+    "option1": "Sample",
+    "inv_mgmt": null
+   }
+  ],
+  "new_variant_id": 44453128110131,
+  "status": "fixed",
+  "reason": "ok"
+ },
+ {
+  "order_rank": 134,
+  "dw_sku": "DWKK-101003",
+  "mfr_sku": "8022108.113.0",
+  "vendor": "Brunschwig & Fils",
+  "product_id": "7413645836339",
+  "handle": "dwkk-g656cb802",
+  "fix": "add-sample",
+  "target_sku": "DWKK-101003-Sample",
+  "price": "4.25",
+  "before_variants": [
+   {
+    "id": 42630707642419,
+    "sku": "DWKK-101003",
+    "price": "195.30",
+    "option1": "Sold Per Yard -  55.11In Wide",
+    "inv_mgmt": "shopify"
+   }
+  ],
+  "after_variants": [
+   {
+    "id": 42630707642419,
+    "sku": "DWKK-101003",
+    "price": "195.30",
+    "option1": "Sold Per Yard -  55.11In Wide",
+    "inv_mgmt": "shopify"
+   },
+   {
+    "id": 44453128142899,
+    "sku": "DWKK-101003-Sample",
+    "price": "4.25",
+    "option1": "Sample",
+    "inv_mgmt": null
+   }
+  ],
+  "new_variant_id": 44453128142899,
+  "status": "fixed",
+  "reason": "ok"
+ },
+ {
+  "order_rank": 135,
+  "dw_sku": "DWKK-101004",
+  "mfr_sku": "8022108.12.0",
+  "vendor": "Brunschwig & Fils",
+  "product_id": "7413645934643",
+  "handle": "dwkk-gd8759a31",
+  "fix": "add-sample",
+  "target_sku": "DWKK-101004-Sample",
+  "price": "4.25",
+  "before_variants": [
+   {
+    "id": 42630708002867,
+    "sku": "DWKK-101004",
+    "price": "195.30",
+    "option1": "Sold Per Yard -  55.11In Wide",
+    "inv_mgmt": "shopify"
+   }
+  ],
+  "after_variants": [
+   {
+    "id": 42630708002867,
+    "sku": "DWKK-101004",
+    "price": "195.30",
+    "option1": "Sold Per Yard -  55.11In Wide",
+    "inv_mgmt": "shopify"
+   },
+   {
+    "id": 44453128175667,
+    "sku": "DWKK-101004-Sample",
+    "price": "4.25",
+    "option1": "Sample",
+    "inv_mgmt": null
+   }
+  ],
+  "new_variant_id": 44453128175667,
+  "status": "fixed",
+  "reason": "ok"
+ },
+ {
+  "order_rank": 136,
+  "dw_sku": "DWKK-101005",
+  "mfr_sku": "8022108.16.0",
+  "vendor": "Brunschwig & Fils",
+  "product_id": "7413645967411",
+  "handle": "dwkk-gc610148d",
+  "fix": "add-sample",
+  "target_sku": "DWKK-101005-Sample",
+  "price": "4.25",
+  "before_variants": [
+   {
+    "id": 42630708035635,
+    "sku": "DWKK-101005",
+    "price": "195.30",
+    "option1": "Sold Per Yard -  55.11In Wide",
+    "inv_mgmt": "shopify"
+   }
+  ],
+  "after_variants": [
+   {
+    "id": 42630708035635,
+    "sku": "DWKK-101005",
+    "price": "195.30",
+    "option1": "Sold Per Yard -  55.11In Wide",
+    "inv_mgmt": "shopify"
+   },
+   {
+    "id": 44453128208435,
+    "sku": "DWKK-101005-Sample",
+    "price": "4.25",
+    "option1": "Sample",
+    "inv_mgmt": null
+   }
+  ],
+  "new_variant_id": 44453128208435,
+  "status": "fixed",
+  "reason": "ok"
+ },
+ {
+  "order_rank": 137,
+  "dw_sku": "DWKK-101006",
+  "mfr_sku": "8022108.3.0",
+  "vendor": "Brunschwig & Fils",
+  "product_id": "7413646000179",
+  "handle": "dwkk-g9b625eac",
+  "fix": "add-sample",
+  "target_sku": "DWKK-101006-Sample",
+  "price": "4.25",
+  "before_variants": [
+   {
+    "id": 42630708428851,
+    "sku": "DWKK-101006",
+    "price": "195.30",
+    "option1": "Sold Per Yard -  55.11In Wide",
+    "inv_mgmt": "shopify"
+   }
+  ],
+  "after_variants": [
+   {
+    "id": 42630708428851,
+    "sku": "DWKK-101006",
+    "price": "195.30",
+    "option1": "Sold Per Yard -  55.11In Wide",
+    "inv_mgmt": "shopify"
+   },
+   {
+    "id": 44453128241203,
+    "sku": "DWKK-101006-Sample",
+    "price": "4.25",
+    "option1": "Sample",
+    "inv_mgmt": null
+   }
+  ],
+  "new_variant_id": 44453128241203,
+  "status": "fixed",
+  "reason": "ok"
+ },
+ {
+  "order_rank": 138,
+  "dw_sku": "DWKK-101007",
+  "mfr_sku": "8022108.30.0",
+  "vendor": "Brunschwig & Fils",
+  "product_id": "7413646065715",
+  "handle": "dwkk-g82168b9e",
+  "fix": "add-sample",
+  "target_sku": "DWKK-101007-Sample",
+  "price": "4.25",
+  "before_variants": [
+   {
+    "id": 42630708461619,
+    "sku": "DWKK-101007",
+    "price": "195.30",
+    "option1": "Sold Per Yard -  55.11In Wide",
+    "inv_mgmt": "shopify"
+   }
+  ],
+  "after_variants": [
+   {
+    "id": 42630708461619,
+    "sku": "DWKK-101007",
+    "price": "195.30",
+    "option1": "Sold Per Yard -  55.11In Wide",
+    "inv_mgmt": "shopify"
+   },
+   {
+    "id": 44453128273971,
+    "sku": "DWKK-101007-Sample",
+    "price": "4.25",
+    "option1": "Sample",
+    "inv_mgmt": null
+   }
+  ],
+  "new_variant_id": 44453128273971,
+  "status": "fixed",
+  "reason": "ok"
+ },
+ {
+  "order_rank": 139,
+  "dw_sku": "DWKK-101008",
+  "mfr_sku": "8022108.5.0",
+  "vendor": "Brunschwig & Fils",
+  "product_id": "7413646131251",
+  "handle": "dwkk-g4dbc63d6",
+  "fix": "add-sample",
+  "target_sku": "DWKK-101008-Sample",
+  "price": "4.25",
+  "before_variants": [
+   {
+    "id": 42630708822067,
+    "sku": "DWKK-101008",
+    "price": "195.30",
+    "option1": "Sold Per Yard -  55.11In Wide",
+    "inv_mgmt": "shopify"
+   }
+  ],
+  "after_variants": [
+   {
+    "id": 42630708822067,
+    "sku": "DWKK-101008",
+    "price": "195.30",
+    "option1": "Sold Per Yard -  55.11In Wide",
+    "inv_mgmt": "shopify"
+   },
+   {
+    "id": 44453128306739,
+    "sku": "DWKK-101008-Sample",
+    "price": "4.25",
+    "option1": "Sample",
+    "inv_mgmt": null
+   }
+  ],
+  "new_variant_id": 44453128306739,
+  "status": "fixed",
+  "reason": "ok"
+ },
+ {
+  "order_rank": 140,
+  "dw_sku": "DWKK-101009",
+  "mfr_sku": "8022108.7.0",
+  "vendor": "Brunschwig & Fils",
+  "product_id": "7413646196787",
+  "handle": "dwkk-g50497a88",
+  "fix": "add-sample",
+  "target_sku": "DWKK-101009-Sample",
+  "price": "4.25",
+  "before_variants": [
+   {
+    "id": 42630708854835,
+    "sku": "DWKK-101009",
+    "price": "195.30",
+    "option1": "Sold Per Yard -  55.11In Wide",
+    "inv_mgmt": "shopify"
+   }
+  ],
+  "after_variants": [
+   {
+    "id": 42630708854835,
+    "sku": "DWKK-101009",
+    "price": "195.30",
+    "option1": "Sold Per Yard -  55.11In Wide",
+    "inv_mgmt": "shopify"
+   },
+   {
+    "id": 44453128339507,
+    "sku": "DWKK-101009-Sample",
+    "price": "4.25",
+    "option1": "Sample",
+    "inv_mgmt": null
+   }
+  ],
+  "new_variant_id": 44453128339507,
+  "status": "fixed",
+  "reason": "ok"
+ }
+]
\ No newline at end of file
diff --git a/out/canary-threads-dryrun.json b/out/canary-threads-dryrun.json
new file mode 100644
index 0000000..e663b07
--- /dev/null
+++ b/out/canary-threads-dryrun.json
@@ -0,0 +1 @@
+[{"shopify_id" : "gid://shopify/Product/7422942052403", "dw_sku" : "DWKK-139746", "mfr_sku" : "NARROW CORD.BRONZE.0", "fix_type" : "add-sample", "action" : "CREATE sample variant: sku=DWKK-139746-Sample price=$4.25; keep existing roll $32.18", "roll_price" : 24.54, "sample_price" : "4.25"}, {"shopify_id" : "gid://shopify/Product/7422942117939", "dw_sku" : "DWKK-139747", "mfr_sku" : "NARROW CORD.CHAMPAGNE.0", "fix_type" : "add-sample", "action" : "CREATE sample variant: sku=DWKK-139747-Sample price=$4.25; keep existing roll $32.18", "roll_price" : 24.54, "sample_price" : "4.25"}, {"shopify_id" : "gid://shopify/Product/7422942150707", "dw_sku" : "DWKK-139748", "mfr_sku" : "NARROW CORD.COCOA.0", "fix_type" : "add-sample", "action" : "CREATE sample variant: sku=DWKK-139748-Sample price=$4.25; keep existing roll $32.18", "roll_price" : 24.54, "sample_price" : "4.25"}, {"shopify_id" : "gid://shopify/Product/7422942249011", "dw_sku" : "DWKK-139749", "mfr_sku" : "NARROW CORD.COFFEE.0", "fix_type" : "add-sample", "action" : "CREATE sample variant: sku=DWKK-139749-Sample price=$4.25; 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keep existing sample", "roll_price" : 55.05, "sample_price" : "4.25"}, {"shopify_id" : "gid://shopify/Product/7422890868787", "dw_sku" : "DWKK-138265", "mfr_sku" : "EW15018.225.0", "fix_type" : "build-roll", "action" : "CREATE roll variant: sku=DWKK-138265 price=$259.88 (Kravet MAP); keep existing sample", "roll_price" : 259.88, "sample_price" : "4.25"}, {"shopify_id" : "gid://shopify/Product/7422891032627", "dw_sku" : "DWKK-138266", "mfr_sku" : "EW15018.615.0", "fix_type" : "build-roll", "action" : "CREATE roll variant: sku=DWKK-138266 price=$259.88 (Kravet MAP); keep existing sample", "roll_price" : 259.88, "sample_price" : "4.25"}, {"shopify_id" : "gid://shopify/Product/7422891065395", "dw_sku" : "DWKK-138267", "mfr_sku" : "EW15018.680.0", "fix_type" : "build-roll", "action" : "CREATE roll variant: sku=DWKK-138267 price=$259.88 (Kravet MAP); keep existing sample", "roll_price" : 259.88, "sample_price" : "4.25"}, {"shopify_id" : "gid://shopify/Product/7422891098163", "dw_sku" : "DWKK-138268", "mfr_sku" : "EW15018.705.0", "fix_type" : "build-roll", "action" : "CREATE roll variant: sku=DWKK-138268 price=$259.88 (Kravet MAP); keep existing sample", "roll_price" : 259.88, "sample_price" : "4.25"}, {"shopify_id" : "gid://shopify/Product/7422891130931", "dw_sku" : "DWKK-138269", "mfr_sku" : "EW15019.225.0", "fix_type" : "build-roll", "action" : "CREATE roll variant: sku=DWKK-138269 price=$264.6 (Kravet MAP); keep existing sample", "roll_price" : 264.6, "sample_price" : "4.25"}, {"shopify_id" : "gid://shopify/Product/7422891196467", "dw_sku" : "DWKK-138270", "mfr_sku" : "EW15019.615.0", "fix_type" : "build-roll", "action" : "CREATE roll variant: sku=DWKK-138270 price=$264.6 (Kravet MAP); keep existing sample", "roll_price" : 264.6, "sample_price" : "4.25"}, {"shopify_id" : "gid://shopify/Product/7422891229235", "dw_sku" : "DWKK-138271", "mfr_sku" : "EW15019.705.0", "fix_type" : "build-roll", "action" : "CREATE roll variant: sku=DWKK-138271 price=$264.6 (Kravet MAP); keep existing sample", "roll_price" : 264.6, "sample_price" : "4.25"}, {"shopify_id" : "gid://shopify/Product/7422891262003", "dw_sku" : "DWKK-138272", "mfr_sku" : "EW15019.850.0", "fix_type" : "build-roll", "action" : "CREATE roll variant: sku=DWKK-138272 price=$264.6 (Kravet MAP); keep existing sample", "roll_price" : 264.6, "sample_price" : "4.25"}, {"shopify_id" : "gid://shopify/Product/7422891294771", "dw_sku" : "DWKK-138273", "mfr_sku" : "EW15019.928.0", "fix_type" : "build-roll", "action" : "CREATE roll variant: sku=DWKK-138273 price=$264.6 (Kravet MAP); keep existing sample", "roll_price" : 264.6, "sample_price" : "4.25"}, {"shopify_id" : "gid://shopify/Product/7422891425843", "dw_sku" : "DWKK-138275", "mfr_sku" : "EW15020.225.0", "fix_type" : "build-roll", "action" : "CREATE roll variant: sku=DWKK-138275 price=$206.33 (Kravet MAP); keep existing sample", "roll_price" : 206.33, "sample_price" : "4.25"}, {"shopify_id" : "gid://shopify/Product/7422891458611", "dw_sku" : "DWKK-138276", "mfr_sku" : "EW15020.615.0", "fix_type" : "build-roll", "action" : "CREATE roll variant: sku=DWKK-138276 price=$206.33 (Kravet MAP); keep existing sample", "roll_price" : 206.33, "sample_price" : "4.25"}, {"shopify_id" : "gid://shopify/Product/7422891524147", "dw_sku" : "DWKK-138277", "mfr_sku" : "EW15020.705.0", "fix_type" : "build-roll", "action" : "CREATE roll variant: sku=DWKK-138277 price=$206.33 (Kravet MAP); keep existing sample", "roll_price" : 206.33, "sample_price" : "4.25"}]
diff --git a/out/canary-threads-result.json b/out/canary-threads-result.json
new file mode 100644
index 0000000..0c11e74
--- /dev/null
+++ b/out/canary-threads-result.json
@@ -0,0 +1,742 @@
+[
+ {
+  "dw_sku": "DWKK-139746",
+  "mfr_sku": "NARROW CORD.BRONZE.0",
+  "product_id": "7422942052403",
+  "handle": "dwkk-gbfe212d5",
+  "fix": "add-sample",
+  "target_sku": "DWKK-139746-Sample",
+  "price": "4.25",
+  "before_variants": [
+   {
+    "id": 42659766730803,
+    "sku": "DWKK-139746",
+    "price": "32.18",
+    "option1": "Sold Per Yard -  0.09In Wide",
+    "inv_mgmt": "shopify"
+   }
+  ],
+  "after_variants": [
+   {
+    "id": 42659766730803,
+    "sku": "DWKK-139746",
+    "price": "32.18",
+    "option1": "Sold Per Yard -  0.09In Wide",
+    "inv_mgmt": "shopify"
+   },
+   {
+    "id": 44453106778163,
+    "sku": "DWKK-139746-Sample",
+    "price": "4.25",
+    "option1": "Sample",
+    "inv_mgmt": null
+   }
+  ],
+  "new_variant_id": 44453106778163,
+  "status": "fixed",
+  "reason": "ok"
+ },
+ {
+  "dw_sku": "DWKK-139747",
+  "mfr_sku": "NARROW CORD.CHAMPAGNE.0",
+  "product_id": "7422942117939",
+  "handle": "dwkk-g0b04e834",
+  "fix": "add-sample",
+  "target_sku": "DWKK-139747-Sample",
+  "price": "4.25",
+  "before_variants": [
+   {
+    "id": 42659766861875,
+    "sku": "DWKK-139747",
+    "price": "32.18",
+    "option1": "Sold Per Yard -  0.09In Wide",
+    "inv_mgmt": "shopify"
+   }
+  ],
+  "after_variants": [
+   {
+    "id": 42659766861875,
+    "sku": "DWKK-139747",
+    "price": "32.18",
+    "option1": "Sold Per Yard -  0.09In Wide",
+    "inv_mgmt": "shopify"
+   },
+   {
+    "id": 44453106810931,
+    "sku": "DWKK-139747-Sample",
+    "price": "4.25",
+    "option1": "Sample",
+    "inv_mgmt": null
+   }
+  ],
+  "new_variant_id": 44453106810931,
+  "status": "fixed",
+  "reason": "ok"
+ },
+ {
+  "dw_sku": "DWKK-139748",
+  "mfr_sku": "NARROW CORD.COCOA.0",
+  "product_id": "7422942150707",
+  "handle": "dwkk-ge614ff39",
+  "fix": "add-sample",
+  "target_sku": "DWKK-139748-Sample",
+  "price": "4.25",
+  "before_variants": [
+   {
+    "id": 42659766927411,
+    "sku": "DWKK-139748",
+    "price": "32.18",
+    "option1": "Sold Per Yard -  0.09In Wide",
+    "inv_mgmt": "shopify"
+   }
+  ],
+  "after_variants": [
+   {
+    "id": 42659766927411,
+    "sku": "DWKK-139748",
+    "price": "32.18",
+    "option1": "Sold Per Yard -  0.09In Wide",
+    "inv_mgmt": "shopify"
+   },
+   {
+    "id": 44453106843699,
+    "sku": "DWKK-139748-Sample",
+    "price": "4.25",
+    "option1": "Sample",
+    "inv_mgmt": null
+   }
+  ],
+  "new_variant_id": 44453106843699,
+  "status": "fixed",
+  "reason": "ok"
+ },
+ {
+  "dw_sku": "DWKK-139749",
+  "mfr_sku": "NARROW CORD.COFFEE.0",
+  "product_id": "7422942249011",
+  "handle": "dwkk-g7768aa45",
+  "fix": "add-sample",
+  "target_sku": "DWKK-139749-Sample",
+  "price": "4.25",
+  "before_variants": [
+   {
+    "id": 42659767451699,
+    "sku": "DWKK-139749",
+    "price": "32.18",
+    "option1": "Sold Per Yard -  0.09In Wide",
+    "inv_mgmt": "shopify"
+   }
+  ],
+  "after_variants": [
+   {
+    "id": 42659767451699,
+    "sku": "DWKK-139749",
+    "price": "32.18",
+    "option1": "Sold Per Yard -  0.09In Wide",
+    "inv_mgmt": "shopify"
+   },
+   {
+    "id": 44453106876467,
+    "sku": "DWKK-139749-Sample",
+    "price": "4.25",
+    "option1": "Sample",
+    "inv_mgmt": null
+   }
+  ],
+  "new_variant_id": 44453106876467,
+  "status": "fixed",
+  "reason": "ok"
+ },
+ {
+  "dw_sku": "DWKK-139750",
+  "mfr_sku": "NARROW CORD.DUCK EGG.0",
+  "product_id": "7422942281779",
+  "handle": "dwkk-ga51f6f63",
+  "fix": "add-sample",
+  "target_sku": "DWKK-139750-Sample",
+  "price": "4.25",
+  "before_variants": [
+   {
+    "id": 42659767517235,
+    "sku": "DWKK-139750",
+    "price": "32.18",
+    "option1": "Sold Per Yard -  0.09In Wide",
+    "inv_mgmt": "shopify"
+   }
+  ],
+  "after_variants": [
+   {
+    "id": 42659767517235,
+    "sku": "DWKK-139750",
+    "price": "32.18",
+    "option1": "Sold Per Yard -  0.09In Wide",
+    "inv_mgmt": "shopify"
+   },
+   {
+    "id": 44453106909235,
+    "sku": "DWKK-139750-Sample",
+    "price": "4.25",
+    "option1": "Sample",
+    "inv_mgmt": null
+   }
+  ],
+  "new_variant_id": 44453106909235,
+  "status": "fixed",
+  "reason": "ok"
+ },
+ {
+  "dw_sku": "DWKK-139752",
+  "mfr_sku": "NARROW CORD.IVORY.0",
+  "product_id": "7422942380083",
+  "handle": "dwkk-gae6ad0ad",
+  "fix": "add-sample",
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+  "price": "4.25",
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+    "sku": "DWKK-139752",
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+   }
+  ],
+  "after_variants": [
+   {
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+    "sku": "DWKK-139752",
+    "price": "32.18",
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+   },
+   {
+    "id": 44453106942003,
+    "sku": "DWKK-139752-Sample",
+    "price": "4.25",
+    "option1": "Sample",
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+   }
+  ],
+  "new_variant_id": 44453106942003,
+  "status": "fixed",
+  "reason": "ok"
+ },
+ {
+  "dw_sku": "DWKK-138262",
+  "mfr_sku": "EW15013.140.0",
+  "product_id": "7422890770483",
+  "handle": "dwkk-138262",
+  "fix": "build-roll",
+  "target_sku": "DWKK-138262",
+  "price": 31.42,
+  "before_variants": [
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+    "sku": "DWKK-138262-Sample",
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+   }
+  ],
+  "after_variants": [
+   {
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+    "sku": "DWKK-138262-Sample",
+    "price": "4.25",
+    "option1": "Sample",
+    "inv_mgmt": "shopify"
+   },
+   {
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+    "sku": "DWKK-138262",
+    "price": "31.42",
+    "option1": "Roll",
+    "inv_mgmt": "shopify"
+   }
+  ],
+  "new_variant_id": 44453107302451,
+  "status": "fixed",
+  "reason": "ok"
+ },
+ {
+  "dw_sku": "DWKK-138263",
+  "mfr_sku": "EW15013.680.0",
+  "product_id": "7422890836019",
+  "handle": "dwkk-138263",
+  "fix": "build-roll",
+  "target_sku": "DWKK-138263",
+  "price": 55.05,
+  "before_variants": [
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+    "sku": "DWKK-138263-Sample",
+    "price": "4.25",
+    "option1": "Sample",
+    "inv_mgmt": "shopify"
+   }
+  ],
+  "after_variants": [
+   {
+    "id": 42659596959795,
+    "sku": "DWKK-138263-Sample",
+    "price": "4.25",
+    "option1": "Sample",
+    "inv_mgmt": "shopify"
+   },
+   {
+    "id": 44453107335219,
+    "sku": "DWKK-138263",
+    "price": "55.05",
+    "option1": "Roll",
+    "inv_mgmt": "shopify"
+   }
+  ],
+  "new_variant_id": 44453107335219,
+  "status": "fixed",
+  "reason": "ok"
+ },
+ {
+  "dw_sku": "DWKK-138265",
+  "mfr_sku": "EW15018.225.0",
+  "product_id": "7422890868787",
+  "handle": "dwkk-138265",
+  "fix": "build-roll",
+  "target_sku": "DWKK-138265",
+  "price": 259.88,
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+    "sku": "DWKK-138265-Sample",
+    "price": "4.25",
+    "option1": "Sample",
+    "inv_mgmt": "shopify"
+   }
+  ],
+  "after_variants": [
+   {
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+    "sku": "DWKK-138265-Sample",
+    "price": "4.25",
+    "option1": "Sample",
+    "inv_mgmt": "shopify"
+   },
+   {
+    "id": 44453107367987,
+    "sku": "DWKK-138265",
+    "price": "259.88",
+    "option1": "Roll",
+    "inv_mgmt": "shopify"
+   }
+  ],
+  "new_variant_id": 44453107367987,
+  "status": "fixed",
+  "reason": "ok"
+ },
+ {
+  "dw_sku": "DWKK-138266",
+  "mfr_sku": "EW15018.615.0",
+  "product_id": "7422891032627",
+  "handle": "dwkk-138266",
+  "fix": "build-roll",
+  "target_sku": "DWKK-138266",
+  "price": 259.88,
+  "before_variants": [
+   {
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+    "sku": "DWKK-138266-Sample",
+    "price": "4.25",
+    "option1": "Sample",
+    "inv_mgmt": "shopify"
+   }
+  ],
+  "after_variants": [
+   {
+    "id": 42659598663731,
+    "sku": "DWKK-138266-Sample",
+    "price": "4.25",
+    "option1": "Sample",
+    "inv_mgmt": "shopify"
+   },
+   {
+    "id": 44453107400755,
+    "sku": "DWKK-138266",
+    "price": "259.88",
+    "option1": "Roll",
+    "inv_mgmt": "shopify"
+   }
+  ],
+  "new_variant_id": 44453107400755,
+  "status": "fixed",
+  "reason": "ok"
+ },
+ {
+  "dw_sku": "DWKK-138267",
+  "mfr_sku": "EW15018.680.0",
+  "product_id": "7422891065395",
+  "handle": "dwkk-138267",
+  "fix": "build-roll",
+  "target_sku": "DWKK-138267",
+  "price": 259.88,
+  "before_variants": [
+   {
+    "id": 42659598729267,
+    "sku": "DWKK-138267-Sample",
+    "price": "4.25",
+    "option1": "Sample",
+    "inv_mgmt": "shopify"
+   }
+  ],
+  "after_variants": [
+   {
+    "id": 42659598729267,
+    "sku": "DWKK-138267-Sample",
+    "price": "4.25",
+    "option1": "Sample",
+    "inv_mgmt": "shopify"
+   },
+   {
+    "id": 44453107433523,
+    "sku": "DWKK-138267",
+    "price": "259.88",
+    "option1": "Roll",
+    "inv_mgmt": "shopify"
+   }
+  ],
+  "new_variant_id": 44453107433523,
+  "status": "fixed",
+  "reason": "ok"
+ },
+ {
+  "dw_sku": "DWKK-138268",
+  "mfr_sku": "EW15018.705.0",
+  "product_id": "7422891098163",
+  "handle": "dwkk-138268",
+  "fix": "build-roll",
+  "target_sku": "DWKK-138268",
+  "price": 259.88,
+  "before_variants": [
+   {
+    "id": 42659601416243,
+    "sku": "DWKK-138268-Sample",
+    "price": "4.25",
+    "option1": "Sample",
+    "inv_mgmt": "shopify"
+   }
+  ],
+  "after_variants": [
+   {
+    "id": 42659601416243,
+    "sku": "DWKK-138268-Sample",
+    "price": "4.25",
+    "option1": "Sample",
+    "inv_mgmt": "shopify"
+   },
+   {
+    "id": 44453107466291,
+    "sku": "DWKK-138268",
+    "price": "259.88",
+    "option1": "Roll",
+    "inv_mgmt": "shopify"
+   }
+  ],
+  "new_variant_id": 44453107466291,
+  "status": "fixed",
+  "reason": "ok"
+ },
+ {
+  "dw_sku": "DWKK-138269",
+  "mfr_sku": "EW15019.225.0",
+  "product_id": "7422891130931",
+  "handle": "dwkk-138269",
+  "fix": "build-roll",
+  "target_sku": "DWKK-138269",
+  "price": 264.6,
+  "before_variants": [
+   {
+    "id": 42659601514547,
+    "sku": "DWKK-138269-Sample",
+    "price": "4.25",
+    "option1": "Sample",
+    "inv_mgmt": "shopify"
+   }
+  ],
+  "after_variants": [
+   {
+    "id": 42659601514547,
+    "sku": "DWKK-138269-Sample",
+    "price": "4.25",
+    "option1": "Sample",
+    "inv_mgmt": "shopify"
+   },
+   {
+    "id": 44453107499059,
+    "sku": "DWKK-138269",
+    "price": "264.60",
+    "option1": "Roll",
+    "inv_mgmt": "shopify"
+   }
+  ],
+  "new_variant_id": 44453107499059,
+  "status": "fixed",
+  "reason": "ok"
+ },
+ {
+  "dw_sku": "DWKK-138270",
+  "mfr_sku": "EW15019.615.0",
+  "product_id": "7422891196467",
+  "handle": "dwkk-138270",
+  "fix": "build-roll",
+  "target_sku": "DWKK-138270",
+  "price": 264.6,
+  "before_variants": [
+   {
+    "id": 42659603939379,
+    "sku": "DWKK-138270-Sample",
+    "price": "4.25",
+    "option1": "Sample",
+    "inv_mgmt": "shopify"
+   }
+  ],
+  "after_variants": [
+   {
+    "id": 42659603939379,
+    "sku": "DWKK-138270-Sample",
+    "price": "4.25",
+    "option1": "Sample",
+    "inv_mgmt": "shopify"
+   },
+   {
+    "id": 44453107531827,
+    "sku": "DWKK-138270",
+    "price": "264.60",
+    "option1": "Roll",
+    "inv_mgmt": "shopify"
+   }
+  ],
+  "new_variant_id": 44453107531827,
+  "status": "fixed",
+  "reason": "ok"
+ },
+ {
+  "dw_sku": "DWKK-138271",
+  "mfr_sku": "EW15019.705.0",
+  "product_id": "7422891229235",
+  "handle": "dwkk-138271",
+  "fix": "build-roll",
+  "target_sku": "DWKK-138271",
+  "price": 264.6,
+  "before_variants": [
+   {
+    "id": 42659604135987,
+    "sku": "DWKK-138271-Sample",
+    "price": "4.25",
+    "option1": "Sample",
+    "inv_mgmt": "shopify"
+   }
+  ],
+  "after_variants": [
+   {
+    "id": 42659604135987,
+    "sku": "DWKK-138271-Sample",
+    "price": "4.25",
+    "option1": "Sample",
+    "inv_mgmt": "shopify"
+   },
+   {
+    "id": 44453107564595,
+    "sku": "DWKK-138271",
+    "price": "264.60",
+    "option1": "Roll",
+    "inv_mgmt": "shopify"
+   }
+  ],
+  "new_variant_id": 44453107564595,
+  "status": "fixed",
+  "reason": "ok"
+ },
+ {
+  "dw_sku": "DWKK-138272",
+  "mfr_sku": "EW15019.850.0",
+  "product_id": "7422891262003",
+  "handle": "dwkk-138272",
+  "fix": "build-roll",
+  "target_sku": "DWKK-138272",
+  "price": 264.6,
+  "before_variants": [
+   {
+    "id": 42659604201523,
+    "sku": "DWKK-138272-Sample",
+    "price": "4.25",
+    "option1": "Sample",
+    "inv_mgmt": "shopify"
+   }
+  ],
+  "after_variants": [
+   {
+    "id": 42659604201523,
+    "sku": "DWKK-138272-Sample",
+    "price": "4.25",
+    "option1": "Sample",
+    "inv_mgmt": "shopify"
+   },
+   {
+    "id": 44453107597363,
+    "sku": "DWKK-138272",
+    "price": "264.60",
+    "option1": "Roll",
+    "inv_mgmt": "shopify"
+   }
+  ],
+  "new_variant_id": 44453107597363,
+  "status": "fixed",
+  "reason": "ok"
+ },
+ {
+  "dw_sku": "DWKK-138273",
+  "mfr_sku": "EW15019.928.0",
+  "product_id": "7422891294771",
+  "handle": "dwkk-138273",
+  "fix": "build-roll",
+  "target_sku": "DWKK-138273",
+  "price": 264.6,
+  "before_variants": [
+   {
+    "id": 42659606888499,
+    "sku": "DWKK-138273-Sample",
+    "price": "4.25",
+    "option1": "Sample",
+    "inv_mgmt": "shopify"
+   }
+  ],
+  "after_variants": [
+   {
+    "id": 42659606888499,
+    "sku": "DWKK-138273-Sample",
+    "price": "4.25",
+    "option1": "Sample",
+    "inv_mgmt": "shopify"
+   },
+   {
+    "id": 44453107761203,
+    "sku": "DWKK-138273",
+    "price": "264.60",
+    "option1": "Roll",
+    "inv_mgmt": "shopify"
+   }
+  ],
+  "new_variant_id": 44453107761203,
+  "status": "fixed",
+  "reason": "ok"
+ },
+ {
+  "dw_sku": "DWKK-138275",
+  "mfr_sku": "EW15020.225.0",
+  "product_id": "7422891425843",
+  "handle": "dwkk-138275",
+  "fix": "build-roll",
+  "target_sku": "DWKK-138275",
+  "price": 206.33,
+  "before_variants": [
+   {
+    "id": 42659608428595,
+    "sku": "DWKK-138275-Sample",
+    "price": "4.25",
+    "option1": "Sample",
+    "inv_mgmt": "shopify"
+   }
+  ],
+  "after_variants": [
+   {
+    "id": 42659608428595,
+    "sku": "DWKK-138275-Sample",
+    "price": "4.25",
+    "option1": "Sample",
+    "inv_mgmt": "shopify"
+   },
+   {
+    "id": 44453107793971,
+    "sku": "DWKK-138275",
+    "price": "206.33",
+    "option1": "Roll",
+    "inv_mgmt": "shopify"
+   }
+  ],
+  "new_variant_id": 44453107793971,
+  "status": "fixed",
+  "reason": "ok"
+ },
+ {
+  "dw_sku": "DWKK-138276",
+  "mfr_sku": "EW15020.615.0",
+  "product_id": "7422891458611",
+  "handle": "dwkk-138276",
+  "fix": "build-roll",
+  "target_sku": "DWKK-138276",
+  "price": 206.33,
+  "before_variants": [
+   {
+    "id": 42659608494131,
+    "sku": "DWKK-138276-Sample",
+    "price": "4.25",
+    "option1": "Sample",
+    "inv_mgmt": "shopify"
+   }
+  ],
+  "after_variants": [
+   {
+    "id": 42659608494131,
+    "sku": "DWKK-138276-Sample",
+    "price": "4.25",
+    "option1": "Sample",
+    "inv_mgmt": "shopify"
+   },
+   {
+    "id": 44453107826739,
+    "sku": "DWKK-138276",
+    "price": "206.33",
+    "option1": "Roll",
+    "inv_mgmt": "shopify"
+   }
+  ],
+  "new_variant_id": 44453107826739,
+  "status": "fixed",
+  "reason": "ok"
+ },
+ {
+  "dw_sku": "DWKK-138277",
+  "mfr_sku": "EW15020.705.0",
+  "product_id": "7422891524147",
+  "handle": "dwkk-138277",
+  "fix": "build-roll",
+  "target_sku": "DWKK-138277",
+  "price": 206.33,
+  "before_variants": [
+   {
+    "id": 42659608592435,
+    "sku": "DWKK-138277-Sample",
+    "price": "4.25",
+    "option1": "Sample",
+    "inv_mgmt": "shopify"
+   }
+  ],
+  "after_variants": [
+   {
+    "id": 42659608592435,
+    "sku": "DWKK-138277-Sample",
+    "price": "4.25",
+    "option1": "Sample",
+    "inv_mgmt": "shopify"
+   },
+   {
+    "id": 44453107859507,
+    "sku": "DWKK-138277",
+    "price": "206.33",
+    "option1": "Roll",
+    "inv_mgmt": "shopify"
+   }
+  ],
+  "new_variant_id": 44453107859507,
+  "status": "fixed",
+  "reason": "ok"
+ }
+]
\ No newline at end of file
diff --git a/out/cost-relink-diff.json b/out/cost-relink-diff.json
new file mode 100644
index 0000000..a05b5f6
--- /dev/null
+++ b/out/cost-relink-diff.json
@@ -0,0 +1,49562 @@
+{
+  "generatedAt": "2026-06-22T02:04:05.855947Z",
+  "note": "READ-ONLY dry-run. NO dw_unified writes. Relink WRITE is gated for Steve.",
+  "confidence_scheme": "DTD A+B+C (3/3 unanimous 2026-06-21)",
+  "pricing": "Kravet-family -> MAP; others -> round(cost/0.65/0.85, 2)",
+  "per_vendor": {
+    "Scalamandre Wallpaper": {
+      "flagged": 960,
+      "exact": 15,
+      "fuzzy_high": 407,
+      "review": 57,
+      "unresolved": 481,
+      "catalog_cost_col": "scalamandre_catalog.price_trade",
+      "kravet_family": false
+    },
+    "Rebel Walls": {
+      "flagged": 1181,
+      "exact": 27,
+      "fuzzy_high": 619,
+      "review": 3,
+      "unresolved": 532,
+      "catalog_cost_col": "rebel_walls_catalog.price_retail",
+      "kravet_family": false
+    },
+    "Osborne & Little": {
+      "flagged": 958,
+      "exact": 49,
+      "fuzzy_high": 85,
+      "review": 0,
+      "unresolved": 824,
+      "catalog_cost_col": "osborne_catalog.price_retail",
+      "kravet_family": false
+    },
+    "Coordonn\u00e9": {
+      "flagged": 1320,
+      "exact": 0,
+      "fuzzy_high": 0,
+      "review": 0,
+      "unresolved": 1320,
+      "catalog_cost_col": "coordonne_catalog.price_retail",
+      "kravet_family": false
+    }
+  },
+  "totals": {
+    "rows": 4419,
+    "exact": 91,
+    "fuzzy_high": 1111,
+    "review": 60,
+    "unresolved": 3157,
+    "price_min": 21.72,
+    "price_max": 1744.8
+  },
+  "diff": [
+    {
+      "dw_sku": "SCAL-23000",
+      "vendor": "Scalamandre Wallpaper",
+      "mfr_sku": "23000",
+      "flagged_pattern": "Zoe's Zebra Wallcovering",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWA-89466",
+      "vendor": "Scalamandre Wallpaper",
+      "mfr_sku": "wp16098m",
+      "flagged_pattern": "Giamaican",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWA-89465",
+      "vendor": "Scalamandre Wallpaper",
+      "mfr_sku": "wp16098m",
+      "flagged_pattern": "Giamaican",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWA-89464",
+      "vendor": "Scalamandre Wallpaper",
+      "mfr_sku": "wp16482",
+      "flagged_pattern": "East India",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWA-89463",
+      "vendor": "Scalamandre Wallpaper",
+      "mfr_sku": "wp16482",
+      "flagged_pattern": "East India",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWA-89462",
+      "vendor": "Scalamandre Wallpaper",
+      "mfr_sku": "wp16482",
+      "flagged_pattern": "East India",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWA-89461",
+      "vendor": "Scalamandre Wallpaper",
+      "mfr_sku": "wp16482",
+      "flagged_pattern": "East India",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWA-89460",
+      "vendor": "Scalamandre Wallpaper",
+      "mfr_sku": "wp16507",
+      "flagged_pattern": "Sologne",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "DWA-89459",
+      "vendor": "Scalamandre Wallpaper",
+      "mfr_sku": "wp16507",
+      "flagged_pattern": "Sologne",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
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+      "dw_sku": "EUR-70362",
+      "vendor": "Osborne & Little",
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+      "vendor": "Osborne & Little",
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+      "dw_sku": "EUR-70364",
+      "vendor": "Osborne & Little",
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+      "dw_sku": "EUR-70365",
+      "vendor": "Osborne & Little",
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+    {
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+    {
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+      "vendor": "Osborne & Little",
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+    {
+      "dw_sku": "EUR-70659",
+      "vendor": "Osborne & Little",
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+      "vendor": "Osborne & Little",
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+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "EUR-71246",
+      "vendor": "Osborne & Little",
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+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "EUR-71247",
+      "vendor": "Osborne & Little",
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+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "EUR-71248",
+      "vendor": "Osborne & Little",
+      "mfr_sku": "W7970-07-Margay Animal Embossed-Taupe",
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+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "EUR-71249",
+      "vendor": "Osborne & Little",
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+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "EUR-71251",
+      "vendor": "Osborne & Little",
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+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "EUR-71252",
+      "vendor": "Osborne & Little",
+      "mfr_sku": "W7971-02-Abac\u00e1 Embossed Vinyl Stripe-Straw",
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+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "EUR-71253",
+      "vendor": "Osborne & Little",
+      "mfr_sku": "W7971-03-Abac\u00e1 Embossed Vinyl Stripe-Celadon",
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+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "EUR-71254",
+      "vendor": "Osborne & Little",
+      "mfr_sku": "W7971-04-Abac\u00e1 Embossed Vinyl Stripe-Linen",
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+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "EUR-71255",
+      "vendor": "Osborne & Little",
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+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "EUR-71256",
+      "vendor": "Osborne & Little",
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+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "EUR-71257",
+      "vendor": "Osborne & Little",
+      "mfr_sku": "W7972-01-Campo Embossed Vinyl-Canvas",
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+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "EUR-71258",
+      "vendor": "Osborne & Little",
+      "mfr_sku": "W7972-02-Campo Embossed Vinyl-Ecru",
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+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "EUR-71259",
+      "vendor": "Osborne & Little",
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+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "EUR-71260",
+      "vendor": "Osborne & Little",
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+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "EUR-71261",
+      "vendor": "Osborne & Little",
+      "mfr_sku": "W7972-05-Campo Embossed Vinyl-Ivory",
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+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "EUR-71262",
+      "vendor": "Osborne & Little",
+      "mfr_sku": "W7972-06-Campo Embossed Vinyl-Terracotta",
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+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "EUR-71263",
+      "vendor": "Osborne & Little",
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+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "EUR-71264",
+      "vendor": "Osborne & Little",
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+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "EUR-71265",
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+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "EUR-71266",
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+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "EUR-71267",
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+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "EUR-71268",
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+      "computed_price": null
+    },
+    {
+      "dw_sku": "EUR-71269",
+      "vendor": "Osborne & Little",
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+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "EUR-71270",
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+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "EUR-71271",
+      "vendor": "Osborne & Little",
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+      "computed_price": null
+    },
+    {
+      "dw_sku": "EUR-71272",
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+      "computed_price": null
+    },
+    {
+      "dw_sku": "EUR-71273",
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+      "computed_price": null
+    },
+    {
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+      "computed_price": null
+    },
+    {
+      "dw_sku": "EUR-71275",
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+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "EUR-71276",
+      "vendor": "Osborne & Little",
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+      "computed_price": null
+    },
+    {
+      "dw_sku": "EUR-71277",
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+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "EUR-71278",
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+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "EUR-71279",
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+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "EUR-71280",
+      "vendor": "Osborne & Little",
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+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "EUR-71281",
+      "vendor": "Osborne & Little",
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+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "EUR-71282",
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+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "EUR-71283",
+      "vendor": "Osborne & Little",
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+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "EUR-71284",
+      "vendor": "Osborne & Little",
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+      "sourced_cost": null,
+      "computed_price": null
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+    {
+      "dw_sku": "EUR-71285",
+      "vendor": "Osborne & Little",
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+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "EUR-71286",
+      "vendor": "Osborne & Little",
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+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "EUR-71287",
+      "vendor": "Osborne & Little",
+      "mfr_sku": "W7981-03-Ligorio Stripe-Blue",
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+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "EUR-71288",
+      "vendor": "Osborne & Little",
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+      "match_confidence": "fuzzy-high",
+      "matched_pattern": "Ligorio Stripe",
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+      "computed_price": 152.04,
+      "price_basis": "cost/0.65/0.85",
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+    {
+      "dw_sku": "EUR-71289",
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+      "match_confidence": "fuzzy-high",
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+      "computed_price": 152.04,
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+    {
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+      "vendor": "Osborne & Little",
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+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "EUR-71291",
+      "vendor": "Osborne & Little",
+      "mfr_sku": "W7981-07-Ligorio Stripe-Coral",
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+      "match_confidence": "unresolved",
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+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "EUR-71293",
+      "vendor": "Osborne & Little",
+      "mfr_sku": "W7982-01-Peruzzi Stripe-cream",
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+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "EUR-71294",
+      "vendor": "Osborne & Little",
+      "mfr_sku": "W7982-02-Peruzzi Stripe-Taupe",
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+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "EUR-71295",
+      "vendor": "Osborne & Little",
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+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "EUR-71296",
+      "vendor": "Osborne & Little",
+      "mfr_sku": "W7982-04-Peruzzi Stripe-Apple Green",
+      "flagged_pattern": "Peruzzi Stripe Apple Green",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "EUR-71297",
+      "vendor": "Osborne & Little",
+      "mfr_sku": "W7982-05-Peruzzi Stripe-Aqua",
+      "flagged_pattern": "Peruzzi Stripe Aqua",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "EUR-71298",
+      "vendor": "Osborne & Little",
+      "mfr_sku": "W7982-06-Peruzzi Stripe-Indigo Blue",
+      "flagged_pattern": "Peruzzi Stripe Indigo Blue",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "EUR-71299",
+      "vendor": "Osborne & Little",
+      "mfr_sku": "W7982-07-Peruzzi Stripe-Dove",
+      "flagged_pattern": "Peruzzi Stripe Dove",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "EUR-71300",
+      "vendor": "Osborne & Little",
+      "mfr_sku": "W7982-08-Peruzzi Stripe-Charcoal",
+      "flagged_pattern": "Peruzzi Stripe Charcoal",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "EUR-71303",
+      "vendor": "Osborne & Little",
+      "mfr_sku": "W7983-01-Manetti Metallic Stripe-Midnight",
+      "flagged_pattern": "Manetti Metallic Stripe Midnight",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "EUR-71304",
+      "vendor": "Osborne & Little",
+      "mfr_sku": "W7983-02-Manetti Metallic Stripe-Terracotta",
+      "flagged_pattern": "Manetti Metallic Stripe Terracotta",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "EUR-71305",
+      "vendor": "Osborne & Little",
+      "mfr_sku": "W7983-03-Manetti Metallic Stripe-Moss",
+      "flagged_pattern": "Manetti Metallic Stripe Moss",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "EUR-71306",
+      "vendor": "Osborne & Little",
+      "mfr_sku": "W7983-04-Manetti Metallic Stripe-Lemon",
+      "flagged_pattern": "Manetti Metallic Stripe Lemon",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "EUR-71307",
+      "vendor": "Osborne & Little",
+      "mfr_sku": "W7983-05-Manetti Metallic Stripe-Cream",
+      "flagged_pattern": "Manetti Metallic Stripe Cream",
+      "match_confidence": "unresolved",
+      "matched_pattern": null,
+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
+      "dw_sku": "EUR-71308",
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+    },
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+    },
+    {
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+      "sourced_cost": null,
+      "computed_price": null
+    },
+    {
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+      "computed_price": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/out/cost-relink-load-report.json b/out/cost-relink-load-report.json
new file mode 100644
index 0000000..bc2491f
--- /dev/null
+++ b/out/cost-relink-load-report.json
@@ -0,0 +1,89 @@
+{
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+  ],
+  "no_match_samples": [],
+  "mode": "DRY-RUN (no writes). Re-run with --apply."
+}
\ No newline at end of file
diff --git a/out/priceability.json b/out/priceability.json
new file mode 100644
index 0000000..533f538
--- /dev/null
+++ b/out/priceability.json
@@ -0,0 +1,1342 @@
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+      "source": "product_map?",
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+    },
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+      "source": "product_map?",
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+    },
+    {
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+      "priceable": 0,
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+    },
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+    },
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+    },
+    {
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+    },
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+    },
+    {
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+    },
+    {
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+    },
+    {
+      "vendor": "Apartment Wallpaper",
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+    },
+    {
+      "vendor": "Ananbo",
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+      "priceable": 0,
+      "source": "product_map?",
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+    },
+    {
+      "vendor": "Farrow & Ball",
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+      "priceable": 0,
+      "source": "product_map?",
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+    },
+    {
+      "vendor": "Ultrasuede",
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+      "zero": 0,
+      "priceable": 0,
+      "source": "product_map?",
+      "hold": 1
+    }
+  ]
+}
\ No newline at end of file
diff --git a/out/step0-priceable-vs-hold.json b/out/step0-priceable-vs-hold.json
new file mode 100644
index 0000000..99a7748
--- /dev/null
+++ b/out/step0-priceable-vs-hold.json
@@ -0,0 +1,1344 @@
+{
+  "generatedAt": "2026-06-21T21:47:26.191Z",
+  "source": "live-scan (DTD-B) + trusted-cost join, product_pricing stubs excluded",
+  "totals": {
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+    "build_roll": 32966,
+    "add_sample": 14425,
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+  },
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+    },
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+      "kravet_fam": true
+    },
+    {
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+    },
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+    },
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+    },
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+    },
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+    },
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+    },
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+      "kravet_fam": false
+    },
+    {
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+    },
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+      "kravet_fam": false
+    },
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+    },
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+    },
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+    },
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+    },
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+    },
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+    },
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+      "kravet_fam": false
+    },
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+    },
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+    },
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+    },
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+      "need_fix": 13,
+      "build_roll": 13,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 13,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "William Morris",
+      "need_fix": 13,
+      "build_roll": 13,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 13,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "Romo",
+      "need_fix": 13,
+      "build_roll": 13,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 2,
+      "hold": 11,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "Graduate Collection",
+      "need_fix": 12,
+      "build_roll": 12,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 12,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "Glambeads by DW",
+      "need_fix": 12,
+      "build_roll": 12,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 12,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "Witch & Watchman",
+      "need_fix": 10,
+      "build_roll": 10,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 10,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "Contrado",
+      "need_fix": 10,
+      "build_roll": 1,
+      "add_sample": 9,
+      "reprice": 0,
+      "priceable": 9,
+      "hold": 1,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "Graduate Collection UK",
+      "need_fix": 10,
+      "build_roll": 10,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 10,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "PR Faux Leather",
+      "need_fix": 10,
+      "build_roll": 10,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 10,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "Hygge & West",
+      "need_fix": 10,
+      "build_roll": 10,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 10,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "Backdrop",
+      "need_fix": 9,
+      "build_roll": 9,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 9,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "Primo Leathers",
+      "need_fix": 9,
+      "build_roll": 9,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 9,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "NLXL",
+      "need_fix": 9,
+      "build_roll": 9,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 9,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "Missoni Wallpaper",
+      "need_fix": 8,
+      "build_roll": 8,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 8,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "Novasuede",
+      "need_fix": 8,
+      "build_roll": 8,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 8,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "LA Walls",
+      "need_fix": 7,
+      "build_roll": 6,
+      "add_sample": 0,
+      "reprice": 1,
+      "priceable": 0,
+      "hold": 7,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "Jeffrey Stevens",
+      "need_fix": 6,
+      "build_roll": 6,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 6,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "Traditional Whimsy",
+      "need_fix": 6,
+      "build_roll": 6,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 6,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "Andrew Martin",
+      "need_fix": 5,
+      "build_roll": 5,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 1,
+      "hold": 4,
+      "kravet_fam": true
+    },
+    {
+      "vendor": "Madagascar Walls",
+      "need_fix": 5,
+      "build_roll": 5,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 5,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "DW Home",
+      "need_fix": 5,
+      "build_roll": 3,
+      "add_sample": 2,
+      "reprice": 0,
+      "priceable": 2,
+      "hold": 3,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "Architectural Wallcoverings",
+      "need_fix": 4,
+      "build_roll": 4,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 4,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "Lincrusta",
+      "need_fix": 4,
+      "build_roll": 4,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 4,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "Vahallan",
+      "need_fix": 4,
+      "build_roll": 4,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 4,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "Glass Beaded",
+      "need_fix": 4,
+      "build_roll": 4,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 4,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "Glitter Walls",
+      "need_fix": 3,
+      "build_roll": 2,
+      "add_sample": 1,
+      "reprice": 0,
+      "priceable": 1,
+      "hold": 2,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "Malibu",
+      "need_fix": 3,
+      "build_roll": 3,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 3,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "Villa Nova",
+      "need_fix": 3,
+      "build_roll": 3,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 3,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "Holland and Sherry",
+      "need_fix": 3,
+      "build_roll": 3,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 3,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "Sacha Walckhoff",
+      "need_fix": 3,
+      "build_roll": 3,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 3,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "Pierre Frey",
+      "need_fix": 3,
+      "build_roll": 3,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 3,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "Zinc Textile",
+      "need_fix": 3,
+      "build_roll": 3,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 3,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "Black Edition",
+      "need_fix": 3,
+      "build_roll": 3,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 3,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "Fabricut",
+      "need_fix": 3,
+      "build_roll": 3,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 3,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "Peg Norriss",
+      "need_fix": 3,
+      "build_roll": 3,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 3,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "Patty Madden",
+      "need_fix": 2,
+      "build_roll": 2,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 2,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "Zeuxis Parrhasius Europe",
+      "need_fix": 2,
+      "build_roll": 2,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 2,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "Atomic 50 Ceilings",
+      "need_fix": 2,
+      "build_roll": 2,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 2,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "Kirkby Design",
+      "need_fix": 2,
+      "build_roll": 2,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 2,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "Dupenny",
+      "need_fix": 1,
+      "build_roll": 1,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 1,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "Winfield Thybony",
+      "need_fix": 1,
+      "build_roll": 1,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 1,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "Linherr Hollingsworth",
+      "need_fix": 1,
+      "build_roll": 1,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 1,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "Happy Menocal",
+      "need_fix": 1,
+      "build_roll": 1,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 1,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "Rebel Studio",
+      "need_fix": 1,
+      "build_roll": 1,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 1,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "Sarah Bartholomew",
+      "need_fix": 1,
+      "build_roll": 1,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 1,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "DWHD",
+      "need_fix": 1,
+      "build_roll": 1,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 1,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "Mark Alexander",
+      "need_fix": 1,
+      "build_roll": 1,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 1,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "Dedar",
+      "need_fix": 1,
+      "build_roll": 1,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 1,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "Scalamandre Fabrics",
+      "need_fix": 1,
+      "build_roll": 1,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 1,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "Phyllis Morris",
+      "need_fix": 1,
+      "build_roll": 1,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 1,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "Baker Lifestyle",
+      "need_fix": 1,
+      "build_roll": 1,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 1,
+      "kravet_fam": true
+    },
+    {
+      "vendor": "Studio Ditte",
+      "need_fix": 1,
+      "build_roll": 1,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 1,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "Celerie Kemble",
+      "need_fix": 1,
+      "build_roll": 1,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 1,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "PS Removable Wallpaper",
+      "need_fix": 1,
+      "build_roll": 1,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 1,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "Apartment Wallpaper",
+      "need_fix": 1,
+      "build_roll": 1,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 1,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "Ananbo",
+      "need_fix": 1,
+      "build_roll": 1,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 1,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "Ultrasuede",
+      "need_fix": 1,
+      "build_roll": 1,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 1,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "Emiliana Parati",
+      "need_fix": 1,
+      "build_roll": 1,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 1,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "DW Exclusive Wallpaper",
+      "need_fix": 1,
+      "build_roll": 1,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 1,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "Kelly Wearstler",
+      "need_fix": 1,
+      "build_roll": 1,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 1,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "Sara Bergqvist",
+      "need_fix": 1,
+      "build_roll": 1,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 1,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "Milton & King",
+      "need_fix": 1,
+      "build_roll": 1,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 1,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "Farrow & Ball",
+      "need_fix": 1,
+      "build_roll": 1,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 1,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "Rebecca Moses",
+      "need_fix": 1,
+      "build_roll": 1,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 1,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "Steven Abrams Photography",
+      "need_fix": 1,
+      "build_roll": 1,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 1,
+      "kravet_fam": false
+    },
+    {
+      "vendor": "A.S. Création",
+      "need_fix": 1,
+      "build_roll": 1,
+      "add_sample": 0,
+      "reprice": 0,
+      "priceable": 0,
+      "hold": 1,
+      "kravet_fam": false
+    }
+  ]
+}
\ No newline at end of file
diff --git a/out/vendor-classification.json b/out/vendor-classification.json
new file mode 100644
index 0000000..750c22c
--- /dev/null
+++ b/out/vendor-classification.json
@@ -0,0 +1,1447 @@
+{
+  "generatedAt": "2026-06-22T02:04:05.532633Z",
+  "vendor_count": 131,
+  "vendors": [
+    {
+      "vendor": "Phillipe Romano",
+      "flagged": 5866,
+      "catalog_table": "phillipe_romano_catalog",
+      "cost_col": "price_retail",
+      "cost_col_populated_pct": 6.4,
+      "exact_join_n": 60,
+      "exact_join_pct": 1.0,
+      "discount_pct": null,
+      "bucket": "upstream-portal"
+    },
+    {
+      "vendor": "Phillip Jeffries",
+      "flagged": 2472,
+      "catalog_table": "pj_catalog",
+      "cost_col": null,
+      "cost_col_populated_pct": 0.0,
+      "exact_join_n": 0,
+      "exact_join_pct": 0.0,
+      "discount_pct": 0.0,
+      "bucket": "scraper-build-cost-field"
+    },
+    {
+      "vendor": "Koroseal",
+      "flagged": 2351,
+      "catalog_table": "koroseal_catalog",
+      "cost_col": null,
+      "cost_col_populated_pct": 0.0,
+      "exact_join_n": 0,
+      "exact_join_pct": 0.0,
+      "discount_pct": 0.0,
+      "bucket": "scraper-build-cost-field"
+    },
+    {
+      "vendor": "Hollywood Wallcoverings",
+      "flagged": 1810,
+      "catalog_table": "hollywood_catalog",
+      "cost_col": null,
+      "cost_col_populated_pct": 0.0,
+      "exact_join_n": 0,
+      "exact_join_pct": 0.0,
+      "discount_pct": 20.0,
+      "bucket": "price-list-email-or-scraper-build"
+    },
+    {
+      "vendor": "China Seas",
+      "flagged": 1788,
+      "catalog_table": "china_seas_catalog",
+      "cost_col": null,
+      "cost_col_populated_pct": 0.0,
+      "exact_join_n": 0,
+      "exact_join_pct": 0.0,
+      "discount_pct": 0.0,
+      "bucket": "scraper-build-cost-field"
+    },
+    {
+      "vendor": "Los Angeles Fabrics",
+      "flagged": 1406,
+      "catalog_table": "la_walls_catalog",
+      "cost_col": null,
+      "cost_col_populated_pct": 0.0,
+      "exact_join_n": 0,
+      "exact_join_pct": 0.0,
+      "discount_pct": null,
+      "bucket": "price-list-email-or-scraper-build"
+    },
+    {
+      "vendor": "Coordonn\u00e9",
+      "flagged": 1320,
+      "catalog_table": "coordonne_catalog",
+      "cost_col": "price_retail",
+      "cost_col_populated_pct": 16.0,
+      "exact_join_n": 0,
+      "exact_join_pct": 0.0,
+      "discount_pct": 20.0,
+      "bucket": "public-PDP-rescrape"
+    },
+    {
+      "vendor": "Rebel Walls",
+      "flagged": 1181,
+      "catalog_table": "rebel_walls_catalog",
+      "cost_col": "price_retail",
+      "cost_col_populated_pct": 100.0,
+      "exact_join_n": 27,
+      "exact_join_pct": 2.3,
+      "discount_pct": null,
+      "bucket": "join-bug-relink (fuzzy-heavy)"
+    },
+    {
+      "vendor": "Scalamandre Wallpaper",
+      "flagged": 960,
+      "catalog_table": "scalamandre_catalog",
+      "cost_col": "price_trade",
+      "cost_col_populated_pct": 100.0,
+      "exact_join_n": 15,
+      "exact_join_pct": 1.6,
+      "discount_pct": null,
+      "bucket": "join-bug-relink (fuzzy-heavy)"
+    },
+    {
+      "vendor": "Osborne & Little",
+      "flagged": 955,
+      "catalog_table": "osborne_catalog",
+      "cost_col": "price_retail",
+      "cost_col_populated_pct": 99.2,
+      "exact_join_n": 49,
+      "exact_join_pct": 5.1,
+      "discount_pct": 0.0,
+      "bucket": "join-bug-relink"
+    },
+    {
+      "vendor": "Designers Guild",
+      "flagged": 853,
+      "catalog_table": "designers_guild_catalog",
+      "cost_col": null,
+      "cost_col_populated_pct": 0.0,
+      "exact_join_n": 0,
+      "exact_join_pct": 0.0,
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+      "exact_join_pct": 0.0,
+      "discount_pct": null,
+      "bucket": "join-bug-relink (fuzzy-heavy)"
+    },
+    {
+      "vendor": "GP & J Baker",
+      "flagged": 1,
+      "catalog_table": "gp_baker_catalog",
+      "cost_col": "price_retail",
+      "cost_col_populated_pct": 100.0,
+      "exact_join_n": 1,
+      "exact_join_pct": 100.0,
+      "discount_pct": 0.0,
+      "bucket": "join-bug-relink"
+    },
+    {
+      "vendor": "Gaston Y Daniela",
+      "flagged": 1,
+      "catalog_table": "gaston_daniela_catalog",
+      "cost_col": null,
+      "cost_col_populated_pct": 0.0,
+      "exact_join_n": 0,
+      "exact_join_pct": 0.0,
+      "discount_pct": 0.0,
+      "bucket": "price-list-email-or-scraper-build"
+    },
+    {
+      "vendor": "Phyllis Morris",
+      "flagged": 1,
+      "catalog_table": null,
+      "cost_col": null,
+      "cost_col_populated_pct": 0.0,
+      "exact_join_n": 0,
+      "exact_join_pct": 0.0,
+      "discount_pct": null,
+      "bucket": "scraper-build-cost-field"
+    }
+  ]
+}
\ No newline at end of file