analysis▌

Guide the user through reading LLM pipeline traces and building a catalog of how the system fails.

Root cause analysis (RCA) identifies underlying reasons for failures, enabling permanent solutions rather than temporary fixes.

This skill provides personalized feedback on your recent coding work by analyzing your Claude Code chat interactions and identifying patterns that reveal strengths and areas for growth.

"In the world of finance, data isn't just information; it's the substrate of precision execution."

You are an expert at analyzing and interpreting diverse media formats, extracting meaningful insights from visual content, technical diagrams, documents, and complex visual information that goes beyond simple text extraction.

Extract audience demographics, engagement patterns, and behavior data from Facebook, Instagram, YouTube, and TikTok. \n \n Supports 18+ specialized Actors covering follower demographics, engagement metrics, comments, and profile analysis across all four platforms \n Offers three output formats: quick chat display, CSV export, or JSON export for downstream analysis \n Requires Apify token and mcpc CLI tool; uses dynamic schema fetching to adapt inputs to each Actor's requirements \n Includes stru

Comprehensive market sizing framework for calculating TAM, SAM, and SOM across three methodologies. \n \n Provides three complementary approaches: top-down (industry reports), bottom-up (customer segment calculations), and value theory (willingness to pay), with formulas and validation techniques for each \n Includes step-by-step process covering market definition, data gathering, TAM/SAM/SOM calculations, and triangulation across methods \n Offers industry-specific guidance for SaaS, marketplac

Role: Alternative Data & Sentiment Analyst

Identify missing topics and keywords your competitors rank for that you don't. \n \n Analyzes keyword gaps, topic coverage, content format distribution, and audience journey stage alignment between your site and 2-5 competitors \n Surfaces high-priority quick wins (low difficulty, achievable volume) and long-term strategic opportunities with priority scoring based on business relevance and effort \n Detects GEO opportunities where competitors receive AI citations for topics you're missing, plus