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bio-clinical-databases-somatic-signatures
【数据与研究】Extracts and assigns COSMIC v3.4 mutational signatures (86 SBS / 11 DBS / 18 ID / 21 CN / 16 SV) from somatic VCFs using SigProfilerSuite, MutationalPatterns, MuSiCal mvNMF, SigNet, or HRDetect. Use when characterizing DNA-damage etiology (BRCA1/2 HRD, MMR-D, POLE, APOBEC3A, UV, tobacco, aflatoxin, 5-FU/SBS17b, platinum, colibactin SBS88), routing PA…
counseling-smoking-cessation
【文档与办公】Structures 5As smoking cessation intervention with pharmacotherapy selection and motivational interviewing. Use when counseling on tobacco use, prescribing cessation aids, or documenting quit attempts.
quit-sponsor
【效率与协作】Turns an AI agent with persistent memory into a quit-smoking sponsor. Use when a person asks for help quitting smoking (cigarettes or other smoked tobacco), announces they are quitting, reports a craving, a slip, or a relapse, goes silent mid-quit, or asks the agent to witness and track a quit. Provides evidence-based protocols (immediate execution o…
quit-sponsor
【效率与协作】Turns an AI agent with persistent memory into a quit-smoking sponsor. Use when a person asks for help quitting smoking (cigarettes or other smoked tobacco), announces they are quitting, reports a craving, a slip, or a relapse, goes silent mid-quit, or asks the agent to witness and track a quit. Provides evidence-based protocols (immediate execution o…
tobacco-vape-compliance
【效率与协作】Use when selling cigarettes, cigars, RYO tobacco, e-cigarettes, vapes, e-liquids, nicotine pouches, heat-not-burn, or any nicotine-delivery product in any market - covers EU TPD2 (2014/40), FDA Deeming Rule + PMTA, plain packaging, FCTC, nicotine concentration caps, age verification, flavor bans