Trims the user's own writing — commit messages, Slack posts, emails, reports, self-reviews, READMEs.
Simulates a collective 'spirit of the corps' intuition to provide narrative-driven insights into team dynamics and colleague interactions.
Estimate market size using TAM, SAM, and SOM with top-down and bottom-up approaches.
Use when setting up file synchronization for a project, when user wants to sync local files to a remote server or backup location, or when…
Calculate ETF premium/discount vs NAV via Yahoo Finance, and decompose single-day surges into NAV-driven vs structural components (gamma…
Query Etherscan V2 API for gas prices, account transactions, balances, token transfers, contract source code, and compilation metadata via…
Incremental data loading patterns including backfill strategies, CDC, timestamp-based loads, and pipeline orchestration.
Competitor research — pricing comparison, bestseller analysis, differentiation strategy
POD integration — Printful, Printify, mockups, niche selection, margin optimization
Shipping strategy — free shipping vs markup, shipping profiles, international shipping, tracking
Shop branding — banner design, logo, brand story, cohesive listing photography, packaging
Etsy shop launch guide — policies, branding, first listings, SEO foundation, payment setup
Star Seller achievement guide — response time, shipping tracking, 5-star ratings, maintaining status
Formal evaluation framework for Claude Code sessions implementing eval-driven development (EDD) principles.
Use when testing Ralph's hat collection presets, validating preset configurations, or auditing the preset library for bugs and UX issues.
Use when testing an LLM-backed feature, prompt, tool loop or multi-step agent, where the same input can produce different outputs and a…
Audit and rewrite evaluation/numeric claims to ensure they carry minimal protocol context (task + metric + constraint) and avoid…
Use mlxtend.evaluate metrics, validation splitters, resampling
Design, categorize, refine, and publish structured test prompts for comparing AI models (MoA vs closed-source, frontier vs open, etc.).
Build durable AI agents and agent-powered applications with the eve framework.
Capture the EVE Online client window for visual analysis.