What problem does it solve? Founders and agents often receive one-size-fits-all business advice that ignores industry economics, stage, jurisdiction, and maturity. This Skill loads an evidence-backed industry operating profile so diagnoses, decisions, and plans reflect the actual constraints, metrics, and risks of the company's specific context. ## Core Features & Use Cases - Industry Profile Resolution: Resolves industry and subindustry, loads the matching profile, validates local differences, and maps the critical value chain before recommending actions. - Constraint-Aware Decision Rules: Rejects or escalates options that breach hard constraints, and ranks alternatives by risk-adjusted value, confidence, time-to-value, and reversibility. - Structured Outputs and Monitoring: Produces diagnosis, options, recommendation, plan, metrics, monitoring cadence, escalations, and a decision record tied to the Business Digital Twin. - Use Case: A founder asks how to improve margins without exceeding cash limits. The agent loads the industry profile, compares three feasible options against the counterfactual, recommends the highest confidence-weighted option, and routes material commitments for human approval. ## Quick Start Use the industry operating profile skill to diagnose our current bottleneck and recommend an operating plan that fits our industry, stage, and cash constraints.
