diff --git a/docs/MILESTONES.md b/docs/MILESTONES.md
index 28dadc8..707f91d 100644
--- a/docs/MILESTONES.md
+++ b/docs/MILESTONES.md
@@ -27,7 +27,7 @@ IDs:
 
 METADATA-5, METADATA-10, METADATA-15, METADATA-20, METADATA-25, METADATA-30, METADATA-35,
 METADATA-40, METADATA-45, METADATA-50, METADATA-55, METADATA-60, METADATA-65, METADATA-66,
-METADATA-70, METADATA-75, METADATA-80, METADATA-81, METADATA-85, METADATA-90, METADATA-95, METADATA-100,
+METADATA-70, METADATA-75, METADATA-80, METADATA-85, METADATA-90, METADATA-95, METADATA-100,
 METADATA-105, METADATA-110, METADATA-115,
 REVIEW-5, REVIEW-10, REVIEW-15, REVIEW-20, REVIEW-25, REVIEW-30, REVIEW-35, REVIEW-40,
 REVIEW-45, REVIEW-50,
diff --git a/docs/REQUIREMENTS.md b/docs/REQUIREMENTS.md
index 4b0e67f..61a757b 100644
--- a/docs/REQUIREMENTS.md
+++ b/docs/REQUIREMENTS.md
@@ -52,6 +52,8 @@ Sources reconciled 2026-09-18 from the current branch docs plus the `pre-simplif
 
 ## METADATA — listing attributes and copy
 
+The listing is built in two inference calls, both optional. Call 1 (vision) reads the photos and proposes taxonomy; Call 2 (text) writes the long description. The product name and short description are assembled deterministically from the listing facts and never come from a model. With inference off, the owner fills the taxonomy by hand and the server produces the description.
+
 | ID | Requirement | Scope | Test |
 |---|---|---|---|
 | METADATA-5 | The listing taxonomy is exactly the synced WooCommerce set; the app never hardcodes, invents, or falls back to its own lists. | M3 | — |
@@ -60,22 +62,21 @@ Sources reconciled 2026-09-18 from the current branch docs plus the `pre-simplif
 | METADATA-20 | Missing attributes or terms are skipped, never created. | M3 | — |
 | METADATA-25 | Species, character, length, and free-text thickness are not product attributes. | M3 | — |
 | METADATA-30 | Product tags come from the synced Woo set and are all optional; no hardcoded prefixes, and the bare fig tag is kept. | M3 | — |
+| METADATA-100 | Call 1 free-text observations (character, inclusions, voids, checks) are mapped to existing synced feat-* tags only; WooCommerce is the authority for feat-* definitions. | M3 | — |
 | METADATA-35 | Call 1 runs only when inference is enabled, automatically after a calibrated draft uploads or on demand, and sends the clean processed photos at 1024 px long edge or less plus user metadata and the synced taxonomy. | M3 | — |
 | METADATA-40 | Call 1 returns species, wood categories, edge, figure, grade, and feature-tag suggestions constrained to the synced lists, each with confidence. | M3 | — |
-| METADATA-45 | Call 1 confidence at or above the threshold (default 0.7) pre-fills review fields and below it leaves them empty; suggestions are always editable. | M3 | — |
+| METADATA-45 | Call 1 confidence at or above the threshold (default 0.7) pre-fills review fields; below it the field stays empty for the owner to fill by hand or re-run Call 1; suggestions are always editable. | M3 | — |
 | METADATA-50 | Typed values always win over inferred values. | M3 | — |
-| METADATA-55 | Call 2 runs on demand and produces the product description. | M3 | — |
+| METADATA-85 | The primary wood category selects the Call 2 prompt and the title and short-description patterns. | M3 | — |
+| METADATA-80 | The server assembles the name and short description deterministically from the primary wood category's patterns and the dimension fact block. The patterns use only synced taxonomy terms and capture facts. | M3 | — |
+| METADATA-90 | The dimension fact block supplies the exact strings the patterns interpolate and the only numbers Call 2 may print; there is no L by W by T rectangle assumption. | M3 | — |
+| METADATA-55 | Call 2 runs on demand and produces the long description. | M3 | — |
 | METADATA-60 | Call 2 receives the processed photos, the metadata confirmed or changed in review, the primary and secondary wood categories, the parent-category path, the dimension fact block, and brand/geo context. | M3 | — |
 | METADATA-65 | The model never invents or alters a dimension; every number it prints comes from the fact block. | M3 | — |
-| METADATA-66 | Every content generation, from a deterministic template or from the model, is logged with its inputs, the model request and response when a model was used, and the final stored content. | M3 | — |
-| METADATA-70 | With inference off, the server assembles the name and short description and produces the description. | M3 | — |
-| METADATA-75 | Inference never blocks create and never auto-publishes. | M3 | — |
-| METADATA-80 | The server assembles the product name deterministically from the primary wood category's title pattern and the dimension fact block. Title patterns use only synced taxonomy terms and capture facts. | M3 | — |
-| METADATA-81 | The server assembles the short description deterministically as a spec line from the primary wood category's short-description pattern. Short-description patterns use only synced taxonomy terms and capture facts. | M3 | — |
-| METADATA-85 | The primary wood category selects the Call 2 prompt and the title and short-description patterns. | M3 | — |
-| METADATA-90 | The dimension fact block carries exact strings for species, figure term, length, thickness, average width, width min to max, and board feet; there is no L by W by T rectangle assumption. | M3 | — |
 | METADATA-95 | The dimension-overlay image is never sent to the model. | M3 | — |
-| METADATA-100 | Call 1 free-text observations (character, inclusions, voids, checks) are mapped to existing synced feat-* tags only; WooCommerce is the authority for feat-* definitions. | M3 | — |
+| METADATA-70 | With inference off, the server produces the long description. | M3 | — |
+| METADATA-66 | Every content generation, from a deterministic pattern or from the model, is logged with its inputs, the model request and response when a model was used, and the final stored content. | M3 | — |
+| METADATA-75 | Inference never blocks create and never auto-publishes. | M3 | — |
 | METADATA-105 | Inference prompts are stored in the database with all revisions; each call uses the active revision and the revision history is retained. | M3 | — |
 | METADATA-110 | The Generate text control appears only when content generation is enabled and the inference endpoint is reachable, and is disabled when the text service is down. | M3 | — |
 | METADATA-115 | A runtime inference failure is classified recoverable or unrecoverable for the owner: recoverable offers Retry, unrecoverable gives a plain message explaining it. | M3 | — |
diff --git a/docs/capabilities/CREATE.md b/docs/capabilities/CREATE.md
index 9ebe68c..8eddd24 100644
--- a/docs/capabilities/CREATE.md
+++ b/docs/capabilities/CREATE.md
@@ -15,7 +15,7 @@ lives in `docs/contracts/` (`API.md`, `WOO-API.md`, `DATA-MODEL.md`, `PROMPTS.md
 | METADATA-5, METADATA-10, METADATA-15, METADATA-20, METADATA-25, METADATA-30 | synced taxonomy, cardinality, no term creation |
 | METADATA-35, METADATA-40, METADATA-45, METADATA-50 | Call 1 inputs, results, confidence gate, precedence |
 | METADATA-55, METADATA-60, METADATA-65, METADATA-66 | Call 2, context, dimension safety, logging |
-| METADATA-70, METADATA-75, METADATA-80, METADATA-81, METADATA-85, METADATA-90, METADATA-95 | deterministic copy, non-blocking, pattern selection, fact block |
+| METADATA-70, METADATA-75, METADATA-80, METADATA-85, METADATA-90, METADATA-95 | deterministic copy, inference-off path, pattern selection, fact block |
 | METADATA-100, METADATA-105, METADATA-110, METADATA-115 | feat mapping, prompt storage, Generate text control, failure triage |
 | PUBLISH-5, PUBLISH-10, PUBLISH-15, PUBLISH-20 | create sequence, draft rule, duplicate, stale |
 | PUBLISH-25, PUBLISH-30, PUBLISH-31, PUBLISH-35, PUBLISH-36, PUBLISH-37, PUBLISH-38 | success, failure, partial failure, triage |
@@ -58,9 +58,9 @@ dimension (`METADATA-60`, `METADATA-65`, `METADATA-90`). The Generate text contr
 when content generation is enabled and the endpoint is reachable (`METADATA-110`). All generation
 is logged (`METADATA-66`).
 
-With inference off, the server assembles the name and short description and produces the
-description (`METADATA-70`). The name and short description are assembled from the primary wood
-category's patterns (`METADATA-80`, `METADATA-81`, `METADATA-85`). Prompts live in the database with
+With inference off, the server produces the long description (`METADATA-70`). The name and short
+description are assembled from the primary wood category's patterns (`METADATA-80`,
+`METADATA-85`). Prompts live in the database with
 all revisions (`METADATA-105`). Inference never blocks create and never auto-publishes
 (`METADATA-75`); a runtime failure offers Retry when recoverable or explains when it is not
 (`METADATA-115`).
diff --git a/docs/contracts/CONTENT-WOO.md b/docs/contracts/CONTENT-WOO.md
index ae62d66..c54c6fe 100644
--- a/docs/contracts/CONTENT-WOO.md
+++ b/docs/contracts/CONTENT-WOO.md
@@ -11,7 +11,7 @@ Owns how listing copy is produced and the intent of the create payload. The wire
 |---|---|
 | REVIEW-10, REVIEW-15, REVIEW-40, REVIEW-50 | required prose, primary category, editability, limits |
 | METADATA-55, METADATA-60, METADATA-65, METADATA-66 | Call 2, inputs, dimension safety, logging |
-| METADATA-70, METADATA-75, METADATA-80, METADATA-81, METADATA-85, METADATA-90, METADATA-95, METADATA-110 | deterministic copy, fallback, pattern selection, fact block, overlay exclusion, control |
+| METADATA-70, METADATA-75, METADATA-80, METADATA-85, METADATA-90, METADATA-95, METADATA-110 | deterministic copy, inference-off path, pattern selection, fact block, overlay exclusion, control |
 | PUBLISH-5, PUBLISH-10, PUBLISH-15, PUBLISH-20, PUBLISH-25, PUBLISH-30, PUBLISH-31, PUBLISH-40, PUBLISH-45, PUBLISH-50, PUBLISH-55, PUBLISH-60 | payload and create outcomes |
 | SETTINGS-30, SETTINGS-65 | brand voice and geo context; create status |
 | METADATA-10, METADATA-15, METADATA-30 | categories, attributes, tags on the payload |
@@ -23,7 +23,7 @@ Three fields, three sources (`REVIEW-10`):
 1. **name** — assembled deterministically by the server from the primary wood category's title
    pattern and the dimension fact block (`METADATA-80`). The model does not write it.
 2. **short_description** — assembled deterministically as a spec line from the primary wood
-   category's short-description pattern (`METADATA-81`). The model does not write it.
+   category's short-description pattern (`METADATA-80`). The model does not write it.
 3. **description** — written by Call 2 when it runs (`METADATA-55`), from the inputs in
    `METADATA-60`; with inference off the server produces it (`METADATA-70`).
 
@@ -40,8 +40,8 @@ generation is logged (`METADATA-66`).
 ## 2. Deterministic title and short description
 
 Both patterns are assembled by the server and use only synced taxonomy terms and capture facts
-(`METADATA-80`, `METADATA-81`). Placeholders use `{field}`; every number comes from the
-deterministic pipeline, never the model (`METADATA-90`).
+(`METADATA-80`). Placeholders use `{field}`; every number comes from the deterministic pipeline,
+never the model (`METADATA-90`).
 
 The shape follows the convention a working mill store uses: descriptor-led, dimension-light titles,
 with the measurements carried separately. See "Provenance" below.
diff --git a/docs/contracts/PROMPTS.md b/docs/contracts/PROMPTS.md
index ab15e99..8a37044 100644
--- a/docs/contracts/PROMPTS.md
+++ b/docs/contracts/PROMPTS.md
@@ -9,8 +9,8 @@ Owns prompt storage, prompt inputs, and the two inference calls.
 |---|---|
 | METADATA-5, METADATA-10, METADATA-15, METADATA-30 | taxonomy choices and cardinality |
 | METADATA-35, METADATA-40, METADATA-45, METADATA-50 | Call 1 inputs, constraints, pre-fill, precedence |
-| METADATA-55, METADATA-60, METADATA-65, METADATA-70 | Call 2 output, inputs, dimension safety, fallback |
-| METADATA-75, METADATA-80, METADATA-81, METADATA-85, METADATA-90, METADATA-95 | non-blocking, deterministic copy, pattern selection, fact block, overlay exclusion |
+| METADATA-55, METADATA-60, METADATA-65, METADATA-70 | Call 2 output, inputs, dimension safety, inference-off path |
+| METADATA-75, METADATA-80, METADATA-85, METADATA-90, METADATA-95 | non-blocking, deterministic copy, pattern selection, fact block, overlay exclusion |
 | METADATA-100, METADATA-105, METADATA-110, METADATA-115 | feat mapping, prompt storage, button, failure |
 | METADATA-66 | generation logging |
 | SETTINGS-30 | brand voice and geo context |
@@ -75,15 +75,15 @@ No provider thread id is used, and Call 1's raw prompt and result are not sent (
 - The dimension-overlay image is never sent (`METADATA-95`).
 
 **Output.** The long `description` prose. The server assembles `name` and `short_description`
-(`METADATA-55`, `METADATA-80`, `METADATA-81`). The primary wood category selects the specialized
-prompt (`METADATA-85`). The owner can edit the result (`REVIEW-40`).
+(`METADATA-55`, `METADATA-80`). The primary wood category selects the specialized prompt
+(`METADATA-85`). The owner can edit the result (`REVIEW-40`).
 
 ## 4. Fallback and templates
 
-- With inference off, the server assembles the name and short description and produces the
-  description so create never lacks prose (`METADATA-70`).
+- With inference off, the server produces the long description so create never lacks prose
+  (`METADATA-70`).
 - The deterministic title and short-description patterns live in `docs/contracts/CONTENT-WOO.md`
-  (`METADATA-80`, `METADATA-81`).
+  (`METADATA-80`).
 - The primary wood category selects the specialized Call 2 prompt (`METADATA-85`).
 - All generated text stays within the field limits in `docs/contracts/WOO-API.md` §9
   (`REVIEW-50`).