louispaulb
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0fd1e9f6b5
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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>
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2026-06-01 18:29:15 -04:00 |
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