lfiaschi

Turn completed audit outputs into an executive-ready document (Word/PDF) organized by insight, not by lens -- Pyramid Principle, SCQA, action titles, embedded exhibits

Complete customer-base audit orchestrator -- runs all lenses with parallel sub-agents and review

Lens 4 -- Compare two acquisition cohorts side-by-side using left-aligned analysis

Lens 3 -- Track a single cohort's behavior over time (activity, frequency, value decay)

Lens 5 -- Assess overall customer base health via C3 chart, acquisition flow, and repeat rates

Lens 1 -- Analyze customer heterogeneity via profit decomposition, distributions, and deciles

Load, validate, and aggregate transaction data for customer-base audit

Lens 2 -- Compare two periods to understand customer dynamics (retained, lost, new)

Create and run a synthetic audience research study with AudienceKit. Use when a user wants to test a product concept, message, price, ad, brand idea, or treatment comparison against a weighted audience frame.

Have one synthetic audience member browse a website and narrate a first-person stream of consciousness. Use for synthetic UX walkthroughs, landing-page reactions, checkout friction, product discovery, and qualitative website testing.

Generate highly diverse ideas using research-backed prompting techniques from the Wharton paper "Prompting Diverse Ideas" (Meincke, Mollick, Terwiesch, 2024). Use this skill whenever the user wants to brainstorm, ideate, generate options, explore creative directions, come up with names, strategies, solutions, features, products, content topics, or any task where variety and novelty matter. Also trigger when users say things like "give me ideas", "brainstorm", "what are some options", "help me think of", "creative solutions for", "explore possibilities", or any request where generating a diverse set of alternatives would be valuable — even if the user doesn't explicitly ask for "diverse" ideas.