peopleanalyst

Tools · General business

Toddler Phrase Rewriter

Rewrite a tense toddler moment through the How-to-Talk approaches.

How it works

Grounded generation. A parent types the moment (or the line they're about to say); the service returns 3–5 rewrites, each using a distinct How-to-Talk approach (acknowledge the feeling, describe the problem, offer a choice, get playful, act don't nag) + a 'good job' → process-praise swap (NurtureShock), grounded in the toddler corpus. Concrete lines to actually say, not theory. For The Family Almanac.

You bring

{ situation, child_age_years?, cluster?, model? }

You get

{ situation, rewrites[] (approach·say·why), praise_swap, principle, grounded_in, provenance }

Use it for

Run it on your data

Call it on your own inputs — over the API, or hand it to your AI agent via MCP. Discovery is open; running it is metered.

REST  POST /api/bicycle/toddler-phrase-rewriter
MCP   rewrite_toddler_phrase

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