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docs(#8): Call 1 pre-populates review taxonomy when inference on

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State that Call 1 vision results fill species, character, tags, and attributes
on the review screen; manual entry remains authoritative; assist-only.
This commit is contained in:
grokbot_ty
2026-09-02 00:28:07 +00:00
parent 7bfba9f39f
commit 2f87e09c16
2 changed files with 12 additions and 2 deletions
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docs/ARCHITECTURE.md
+6 -2
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@@ -39,7 +39,7 @@ flowchart TB
P4[Length axis overlay — rotate / confirm] P4[Length axis overlay — rotate / confirm]
P5[User length + thickness + SKU] P5[User length + thickness + SKU]
P6[sqft, bdft, 6in widths, 3:4 PNGs] P6[sqft, bdft, 6in widths, 3:4 PNGs]
P7[Review Call 1 fields] P7[Review: Call 1 pre-fill or manual taxonomy]
P8[Tap Generate text] P8[Tap Generate text]
P9[Review title / desc — publish] P9[Review title / desc — publish]
end end
@@ -84,7 +84,11 @@ flowchart TB
on slab create **only if** `inference_enabled` is true. If disabled, Call 1 on slab create **only if** `inference_enabled` is true. If disabled, Call 1
is skipped; user can manually fill taxonomy and still trigger Call 2. Body: is skipped; user can manually fill taxonomy and still trigger Call 2. Body:
all originals downscaled to 1024 + Woo taxonomy snapshot + SKU/length/thickness. all originals downscaled to 1024 + Woo taxonomy snapshot + SKU/length/thickness.
Timeout 45s → error + retry on the phone. User reviews/corrects results. Timeout 45s → error + retry on the phone. When inference is on, Call 1 results
**pre-populate** the review screen: species, wood categories, edge/figure/grade
attributes, `fig-*`/`feat-*` tags (from character/inclusions/voids/checks), with
confidence. User reviews and overrides. Manual entry stays authoritative;
Call 1 is assist-only.
5. **Call 2** does not auto-fire. User taps Generate text. Server sends curated 5. **Call 2** does not auto-fire. User taps Generate text. Server sends curated
Call 1 results (or manually-entered taxonomy if Call 1 failed) + deterministic Call 1 results (or manually-entered taxonomy if Call 1 failed) + deterministic
numbers + brand/GEO for prose generation; assembles title/description/short numbers + brand/GEO for prose generation; assembles title/description/short
docs/PROMPTS.md
+6
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@@ -93,6 +93,12 @@ Return valid JSON matching this schema:
maps them to Woo `feat-*` product tags after the call returns. WooCommerce maps them to Woo `feat-*` product tags after the call returns. WooCommerce
is the authoritative source for feat-* tag definitions; the design does not is the authoritative source for feat-* tag definitions; the design does not
duplicate them. duplicate them.
- **Pre-population (when `inference_enabled`):** Call 1 results are the primary
source that fills the review screen for species, character, wood categories,
figure/edge/grade attributes, and mapped `fig-*`/`feat-*` tags. The user
confirms or overrides. Manual entry always wins. Call 1 does not gate publish.
- Confidence threshold behavior (≥0.7 pre-fill vs <0.7 empty + gate) is locked
in AGENTS §6.
--- ---