Pesquisa e Web

Guides project ideation via Socratic questioning to produce a validated brief. Use before specification when requirements are unclear.

Hunts bugs with evidence trails. Use when investigating unexpected behavior or before merging code with potential hidden defects.

Build composable skill modules with hub-and-spoke loading. Use when token budget is tight.

Summarizes recent git changes for context recovery after session breaks. Use when resuming work after a gap or handing off to another session.

Manages digital garden notes, link structures, and health metrics. Use when curating a knowledge base, pruning stale notes, or tracking content maturity.

Generates markdown digests and CSV exports for GitHub initiative health. Use when reporting on issue/PR progress across a milestone or project.

User research and insight synthesis for interviews, usability testing, personas, journey mapping, and actionable product/design recommendations. Use when planning studies, collecting evidence, synthesizing patterns, or converting findings into prioritized decisions.

Product bundling strategy — virtual bundles, multi-pack pricing, cross-sell bundles, bundle listing optimization

Build a comprehensive Amazon advertising strategy combining Sponsored Products, Sponsored Brands, and Sponsored Display. Budget allocation, campaign structure, keyword strategy, and ACoS optimization.

Calculate Amazon shipping and fulfillment costs for FBA and FBM. Dimensional weight, storage fees, removal fees, and long-term storage cost estimation.

Multi-marketplace listing management — translation, pricing localization, BIL (Build International Listings)

Comprehensive Amazon product research and opportunity analysis. Evaluate market demand, competition intensity, profit potential, and entry barriers for any product category or niche. Uses BSR data, review analysis, and pricing patterns.