Nukil

Nukil turns interviews into evidence people can inspect. The existing platform provides study protocols, a deterministic interview controller, immutable source evidence, extraction and findings review. For the hackathon, we added server-side Meta Responses integration, exact-request binding, durable authorization and accounting, consent and final-turn controls, and questionnaire usability improvements. Meta proposes a bounded clarification or next step; the controller decides what the respondent sees. The video records the real local application using a fictional property-buyer study: an ambiguous Malay/English answer prompts a neutral clarification, followed by protocol questions, a rating, a Yes/No answer and a completed immutable submission. The eight-answer session made three successful Meta calls. The 1:29 edit shows two complete call windows at original speed and explicitly omits the third; later questions use deterministic fallback after the approved attempt limit. The published source passed 1,779 local tests. This is a working local demonstration, not a public production deployment, customer pilot, multilingual benchmark or live findings-quality result. Existing platform work is identified separately from event work.