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MOCHILAB / AI SKILL
News Claim Evidence Ledger
Map support, contradictions and shared origins for explicit claims without automating truth verdicts.
What it does
Map support, contradictions and shared origins for explicit claims without automating truth verdicts.
Try saying
Map support, contradictions and shared origins for explicit claims without automating truth verdicts. 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
claim_id and stance are reviewed extraction fields. origin_id identifies the actual upstream reporting chain, not website domain. Multiple origins do not prove a claim; missing origins remain unknown. Avoid amplifying unverified personal allegations.
References