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MOCHILAB / AI SKILL
Weekly Developing Story Follow-Up
Compare reporting periods by reviewed fact IDs to surface new facts and unresolved follow-up questions.
What it does
Compare reporting periods by reviewed fact IDs to surface new facts and unresolved follow-up questions.
Try saying
Compare reporting periods by reviewed fact IDs to surface new facts and unresolved follow-up questions. Use current original sources, explicit dates and a cited synthesis.
Execution and scope
Includes a distinct executable evidence tool, fictional samples, schema, offline tests and CSV/JSON reports. Optional single-feed public RSS/Atom collection requires no API key. Other websites and social platforms require available permitted browsing/API access or supplied exports; this is not a universal social scraper. Identity, event/fact alignment and stage labels require source review before calculation.
Public figures are limited to public content and announced events, never private whereabouts. Preserve citations, time windows, uncertainty and failed-source coverage. The package creates reports, not scheduled jobs, push messages or speech. Those require a separately verified scheduler/reminder capability.
Method and limits
baseline/current contain reviewed fact IDs by event_key. Missing items and missing facts are not retractions. Current input must cover the intended period; the helper cannot infer search completeness. Use a new request_id and preserve the prior report as baseline.
References