Data

Acquirer Red Team simulates an acquirer's internal diligence red-flags memo to find price-chip risks before a sale. Use it to red-team a company pre-acquisition, anticipate valuation attacks, and prioritize fixable findings.

Aging in Place Assessment evaluates whether someone can safely remain in their own home by assessing room-by-room fall hazards, daily-living gaps, available support, and warning signs. Use it when a family is deciding if a parent or relative can live at home safely.

Usage-Based Pricing Model creates a structured pricing scheme with usage tiers and guardrails to prevent unexpected charges. Use it when a user asks to model a usage-based pricing plan, such as for an API or SaaS product.

Conf Search finds papers from top AI/ML conferences using Semantic Scholar, letting researchers filter by venue and query, sort by relevance and citations, and analyze results.

Progress Report generates structured research progress reports from project memory logs and recent experiment logs. Use it to summarize current status, key insights, next steps, and blockers in autonomous research projects.

Research Brand DNA crawls a company's website and searches the web to produce a Brand DNA file covering positioning, audience, competitors, voice, and messaging. Use it when starting work with a new brand or customer.

Analyzing User Feedback helps product teams turn large volumes of qualitative and quantitative feedback into high-confidence product decisions by categorizing signals, assessing representativeness, and applying AI synthesis.

Customer Interviews helps product teams run high-impact customer interviews that uncover root emotional frustrations and causal triggers rather than surface-level feature requests. Use it to draft unbiased guides, synthesize findings, and spot genuine user pull.

Defining ICP helps users identify their most high-value customers by defining a hyper-specific ideal customer profile based on insights from Lenny's Podcast and Newsletter. Use it to narrow focus, validate segments through cold outreach signals, and plan strategic expansion.

Evaluating Trade-Offs helps product teams weigh competing priorities, calculate long-term value, and choose build-vs-buy or technical investment paths. Use it to surface hidden costs and communicate tradeoffs to leadership.

AI Conversation Recap analyzes conversation histories from multiple AI tools for a date range and generates themed, project-oriented work summaries in Markdown. Use it for daily standups, weekly retros, or understanding tool-switching patterns.

Database Architect designs, reviews, and optimizes SQL, NoSQL, and vector database schemas, models, and retrieval systems. Use it for entity-relationship design, indexing, transactions, capacity planning, and RAG vector database configuration.