What problem does it solve?
Complex features and modules are often opaque: stakeholders do not know what runs first, how data is transformed, where decisions occur, or how failures degrade behavior. This Skill turns an opaque implementation into a clear, step-by-step path so non‑technical and technical audiences can quickly understand, review, and troubleshoot the full flow.
Core Features & Use Cases
- End-to-end tracing: Follow a user action or API call from the entry point through services, databases, external APIs, and LLMs to the final output.
- Dual-mode output: Produce an overview suitable for product teams and a detailed, file/line annotated call-chain for developers.
- Decision and error mapping: Highlight branch points, fallback logic, budget/threshold checks, and degradation behaviors with plain-language explanations.
- Audit and onboarding: Use for compliance checks, design reviews, debugging incidents, and new-hire ramp-up.
Quick Start
Ask the assistant "Trace the end-to-end path for [feature name] starting from the user action to database and external calls and provide an overview first."