Pm Persona Generator

Designs an A/B test or experiment with clear hypothesis, variants, success metrics, sample size, and duration. Use when planning experiments to validate product changes or test hypotheses.

Analyze and design pricing strategies including pricing models, competitive pricing analysis, willingness-to-pay estimation, and price elasticity. Use when setting prices, evaluating pricing models, preparing for a pricing change, or comparing freemium vs paid approaches.

End-of-quarter strategic review in narrative style with a bets scorecard. Use when someone says "quarter review", "strategic review", "what happened last quarter", "quarterly retro", "bets scorecard", "review our bets", "end of quarter report".

Pre-review quality gate that checks any PM artifact (PRD, strategy doc, one-pager, brief) against Head of Product standards. Scores problem clarity, metrics quality, scope discipline, and compliance awareness. Acts as "the HoP reviewing your work before the real HoP sees it." Use when someone says "review this", "check this PRD", "is this ready for review", "quality check", "does this meet the bar", or "pre-review my spec".

Teresa Torres Opportunity Solution Tree: outcome, opportunity space, solutions, experiments. Use when someone says "opportunity tree", "OST", "opportunity solution tree", "discovery", "what should we build", "map opportunities", "Teresa Torres", "continuous discovery".

Design and execute insect population surveys covering survey design, sampling methods, field execution, specimen identification, diversity index calculation including Shannon-Wiener and Simpson indices, statistical analysis, and reporting. Covers defining survey objectives, selecting study sites, determining sampling intensity and replication, choosing sampling methods appropriate to target taxa, standardizing collection effort, recording environmental covariates, identifying specimens to the lowest practical taxonomic level, calculating species richness, Shannon-Wiener diversity (H'), Simpson diversity (1-D), evenness, rarefaction curves, multivariate ordination, and producing survey reports with species lists and conservation implications. Use when conducting baseline biodiversity assessments, monitoring insect populations over time, comparing insect communities across habitats or treatments, assessing environmental impact, or supporting conservation planning with quantitative ecological data.