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claw-apply/lib
Matthew Jackson 7c9de1af4a AI fallback for unknown form fields: ask Claude before Telegram
Every unknown required field now goes through AI before falling back to
Telegram. Claude sees the question + all saved answers + profile, and
either recognizes it as a variation of a saved answer or generates a new
one. AI answers are auto-saved to answers.json so the same question is
a free pattern match next time. Telegram is now last resort (no API key).

Flow: pattern match (free) → AI (smart) → auto-save → Telegram (human)

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-06 11:52:39 -08:00
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