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hktitan/duolingo

v2.0.0MIT

The Duolingo playbook as agent skills — retention, streaks, gamification, learning science, curriculum, efficacy measurement, metrics, experimentation, growth, brand, voice, culture, hiring, platform and mobile engineering, observability, and LLM feature design. Distilled from 750 posts on blog.duolingo.com plus the Duolingo Handbook and Design System. Start at the /duolingo router; design and UI craft routes out to design-engineering.

duo-timely-data-publishing

Ship one finding fast so it gets picked up, and build in the baselines, hedges and caveats that stop a sceptical reader dismissing it. Covers the one-shot data story — how to make a usage spike survive scrutiny with a prior-year baseline and an explicit hedge, where to point the call to action so a moment-driven piece does not read as opportunism, how to attach your payload to a format already circulating, when to run an internal measurement tool over a public dataset, how to pre-empt the misreading of a score that names real people or organizations, when to partner for per-market cuts, and when to buy survey research instead of using your own logs. Use when you want to turn a spike into a press story, publish a quick data post on a news moment, commission a survey, ride a meme, or score something public without starting a fight.

Version
2.0.0
License
MIT
Read SKILL.md at the source

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