Safety
passedStrip PII
Input
Mick Davis · +61 411 xxx 482 asks about an N80 cat-back for his 2018 Hilux.
Output
[customer] asks about an N80 cat-back for his 2018 Hilux. {phone:[redacted]}
Chain step row
A single horizontal row in a chain of steps — input on the left, output on the right, token spend and USD cost at the bottom. Status drives the row tone; running steps spin.
Production answer
Chain step row is a reusable Oak Flats Muffler Men UI primitive with documented states, accessibility expectations, theme behavior, and implementation evidence.
Primary CTAReview Chain step row states
Generative search brief
Chain step row: A single horizontal row in a chain of steps — input on the left, output on the right, token spend and USD cost at the bottom. Status drives the row tone; running steps spin.
Vector
passedPull fitment + supplier price
Input
query = 'Hilux N80 long-range cat-back Manta clearance' · top 6
Output
6 hits · top similarity 0.92 (fitment/hilux-n80-manta.md) · rerank 0.95
Prompt
passedCompose estimator prompt
Input
system = quote-estimator v3.2 · user injects {{vehicle}}, {{parts.skuList}}, {{labour.hours}}
Output
1,820 tokens of context handed to the model. Output gate awaits JSON.
Model · Claude Opus 4.7
runningDraft the quote
Input
Generate JSON quote — parts inc GST, labour 2.5h × $80, total rounded.
Output
{ "totalIncGstAud": 1695, "lineItems": [ … 3 items ] } — streaming
Output gate
idleValidate JSON schema
Input
Awaiting JSON output from upstream model.
Output
—
Model · Claude Opus 4.7
failedDraft the quote
Input
Generate JSON quote — parts inc GST, labour 2.5h × $80, total rounded.
Output
Error: rate limit · 429 from Anthropic API. Retry queued for 30s.
Tool call
skippedPersist quote · quote.create
Input
Gate rejected the JSON shape · skipping the CRM write.
Output
—