研究

Toolkit to map EdTech programs to academic standards, accreditation, and employer competency frameworks.

Standard template + checklist for scoping market research projects.

Toolkit for structuring hypotheses, variants, guardrails, and measurement plans.

Updates the Monarch Initiative publications page with latest data from Google Scholar. Use this when the user asks to update publications, refresh citation metrics, or add new papers to the publications page.

Use when designing copy experiments to optimize hooks, offers, and CTAs.

Repository blueprint for managing clinical studies, testimonials, and citations.

Reference benchmarks for CAC, CPL, ROAS, and payback across channels and segments.

Use when identifying cultural moments, audio trends, memes, or creator collaborations to inform social content.

Real-time web research using Gemini's Google Search. Trigger when user needs current information ("search with Gemini", "find current info about X", "what's the latest on Y"), library/API research, security vulnerability lookups, or comparisons requiring recent data.

Use when designing experiments for subject lines, offers, cadences, or journeys.

Governance + tooling pattern for storing research artifacts, tagging, and discovery.

Template system for building quarterly social channel roadmaps with KPIs and experiments.

Use when designing and scaling reference, story, advisory, or community programs.

Complete cold email system teaching research-driven personalization, "poke the bear" openers, custom signal hunting, and strict QA.

Create user-centered, accessible interface copy (microcopy) for digital products including buttons, labels, error messages, notifications, forms, onboarding, empty states, success messages, and help text. Use when writing or editing any text that appears in apps, websites, or software interfaces, designing conversational flows, establishing voice and tone guidelines, auditing product content for consistency and usability, reviewing UI strings, or improving existing interface copy. Applies UX writing best practices based on four quality standards — purposeful, concise, conversational, and clear. Includes accessibility guidelines, research-backed benchmarks (sentence length, comprehension rates, reading levels), expanded error patterns, tone adaptation frameworks, and comprehensive reference materials.

Use when planning, executing, and logging nurture experiments and regression tests.

Use to analyze loyalty member behavior, segmentation, and experiment results.

Use when expanding seed topics into intent-based clusters and prioritizing opportunities.

Curated repository of experiment hypotheses, assumptions, and historical learnings.

Framework for defining, monitoring, and enforcing guardrail metrics across experiments.