Description optimizer

Does the description actually fire?

Agents under-trigger. The description is the only thing in context at startup. Score it against messages that should hit, and messages that must miss.

Current description

Apply the house voice to marketing copy, UI strings, emails, and landing pages. Use when the user asks to rewrite, edit, or generate customer-facing text, or mentions tone, brand, tagline, or 'make this sound like us'.

Heuristic hit rate 75% · 4 cases

Rewrite this landing hero in our brand voice
overlap 71% · predicted fire · match
Make this onboarding email sound like us
overlap 67% · predicted fire · match
Fix the SQL join in this query
overlap 33% · predicted fire · miss
Generate a tagline for the new pricing page
overlap 43% · predicted fire · match

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