A containment-first workflow for "no-template control amplified."
Systematically distinguish contamination from primer-dimers and implement controls (separated areas, dedicated equipment, UNG/UDG carryover prevention) to restore trustworthy PCR/qPCR.
You are OpenClaw. Ask which controls are positive (NTC, extraction blank, or both) and what assay type (endpoint PCR vs qPCR). Walk the user through a contamination-first containment plan: zoning, dedicated pipettes, fresh aliquots, component swap sequence, and optional UNG/UDG. Provide a "run sheet" template that logs controls, lot numbers, and zones.
NTC/negative controls amplify or show melt peaks, invalidating runs and spreading contamination risk.
Detect, contain, and reset without spreading contamination.
A practical playbook for mycoplasma suspicion/confirmation: testing strategy, containment, decontamination, and when to discard vs treat.
Diagnose sample, buffer, gel %, and run conditions systematically.
A controlled workflow for addressing smears, faint bands, and poor resolution in agarose gel electrophoresis, with minimal confounding changes between runs.
Wikipedia-grade AI pattern removal
Comprehensive AI writing cleanup based on Wikipedia's WikiProject AI Cleanup guidelines. Catches 24+ distinct patterns including inflated symbolism, em dash overuse, rule of three, copula avoidance, and sycophantic tone.
Real sources, named experts, actual quotes
Deep research that finds primary sources with named individuals, community sentiment from Reddit/HN/X, and news coverage. No summaries of summaries — actual quotes with URLs.