Electrical · AI Weekly Report

AI weekly report — structured output, zero fabrication

Vercel AI SDK + Zod schema whitelist — the model is structurally forced to cite real metrics only.

Auto-generated week-over-week trend comparison — the standard input for Monday review meetings.

Generation flow

1
Weekly snapshot
End of week: capture a full snapshot of MC/Punch/PAT/FAT/RFCC (text + metrics only)
2
Zod schema constraint
Whitelist variables map 1:1 with the schema — the model can only fill whitelisted fields
3
generateObject call
Vercel AI SDK structured output — no free-form text allowed
4
Week-over-week diff
Auto-compare to last week's snapshot, generate trend sentences
5
Markdown export
Structured Markdown, ready to paste into email or export to Word

The schema lives in code; the model can only reference whitelisted fields — fabrication is physically impossible.

Vercel AI SDK structured output — the output shape is hard-constrained.

Auto-compares to last week's snapshot, generates sentences like 'MC completion rate +5.2% w/w'.

Every week's snapshot archived (text + metrics; attachments via OSS links). Any past week is recoverable.

v4.3 dropped template-pack management — one high-quality template, polished hard.

Real product screenshot · from H588 NORSE WIND project (v4.3)

Fields the schema allows the model to reference. Anything outside the whitelist is unreachable.

Field	Description	Note
mc.completionRate	Weekly MC completion rate (%)	number
mc.cleanPassRate	Weekly MC clean pass rate (%)	number
punch.openCount	Open Punch count	number
punch.aClassOpen	Open A-class count	number
rfcc.readyCount	RFCC READY subsystem count	number
rfcc.atRiskCount	AT RISK subsystem count (14-day window)	number
trend.weekOverWeek	Week-over-week trend text	derived