gigafibre-fsm/scripts
louispaulb 0fd1e9f6b5 feat(campaigns/templates): Gemini-powered HTML→native converter
Scales the native-block migration from "one template per manual spec"
to "any compiled .html template, one CLI command, ~5 seconds, ~$0.001
per template" via Gemini Flash semantic interpretation.

Pipeline (ai-convert-to-native.js):
  1. Read existing compiled .html
  2. Send inner body to Gemini Flash with a tight JSON schema
     (block.type ∈ text/image/button/divider/html, plus type-specific
     fields like fontSize/color/padding/href).
  3. AI returns { preheader, ariaLabel, blocks: [...] }
  4. Deterministic emit of a templates-spec/<name>-native.js file —
     no AI-touched markup goes into the final compiled output.
  5. Validation: every {{var}} in source MUST survive into the spec;
     warn loudly if any are dropped (the AI occasionally omits minor
     placeholders like {{year}} in the copyright line).

Why deterministic emit matters:
  Gemini understands SEMANTICS reliably ("this paragraph is the
  greeting, this div is the CTA, this span is a chip") but
  hallucinates DETAILS when generating final HTML. Splitting the
  responsibilities means the AI only outputs structured JSON
  describing the layout, and build-native-template.js produces the
  bytes shipped to recipients.

First conversion: gift-email-fr → gift-email-fr-native
  - 15 blocks identified by Gemini in 3006 tokens (Flash, ~5s).
  - 4 row groups: view-in-browser, white card (intro/chips/CTA/
    footer copy), contact info, dark footer band.
  - 7 text + 1 image + 1 button + 6 html blocks (chips, multi-logo
    strip, brand-logo card, expiry section stay as raw HTML —
    correct, those have no native equivalent).
  - HTML payload: 19,664 bytes vs original 39,913 bytes — **-51%**.
  - One AI omission caught by the new sanity check: {{year}} was
    stripped from the © line in the dark footer. Hand-patched in the
    generated spec. Re-running with stricter prompt should reduce
    that occurrence rate.

Hub preview endpoint now defaults vars.year to current year (matches
the test-send endpoint that already did this), so the sample render
shows "© 2026 TARGO Communications" instead of "©  TARGO ...".

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-06-01 18:29:15 -04:00
..
campaigns feat(campaigns/templates): Gemini-powered HTML→native converter 2026-06-01 18:29:15 -04:00
migration fix(migration): clean address_line + postal_code + connection_type at import 2026-05-08 15:38:19 -04:00
test refactor: major cleanup — remove dead dispatch app, commit all backend code, extract client composables 2026-04-08 17:38:38 -04:00
bulk_submit.py feat: inline editing, search, notifications + full repo cleanup 2026-03-31 07:34:41 -04:00
fix_ple_groupby.py feat: inline editing, search, notifications + full repo cleanup 2026-03-31 07:34:41 -04:00
fix_ple_postgres.sh feat: inline editing, search, notifications + full repo cleanup 2026-03-31 07:34:41 -04:00
import-legacy-accounts.js refactor: reduce token count, DRY code, consolidate docs 2026-04-13 08:39:58 -04:00
server_bulk_submit.py feat: telephony UI, performance indexes, Twilio softphone, lazy-load invoices 2026-04-02 13:59:59 -04:00