flag-speculative-statements
Installation
SKILL.md
Ask AI to Flag Speculative Statements (Epistemic Tagging) (AI Skill)
Overview
Because AI models are trained to write in a consistent, authoritative tone, they deliver a verified historical date ("The Apollo 11 moon landing was in 1969") and an unverified financial estimate ("Competitor X generates $45M in ARR") using the exact same confident cadence.
The Epistemic Tagging Protocol forces the AI to prepend explicit visual markers ([VERIFIED FACT], [HEURISTIC / ESTIMATE], [SPECULATION]) to its claims, making uncertainty instantly recognizable.