Trace code entry points, call flows, dependencies, and side effects.
npx skills add https://github.com/nullmastermind/viber-router --skill explain-nullmastermind
Please help me install this Agent Skill. Skill: explain Source: https://github.com/nullmastermind/viber-router/tree/main/.claude/skills/explain Command: npx skills add https://github.com/nullmastermind/viber-router --skill explain-nullmastermind
Developers and reviewers often struggle to form clear mental models of complex code paths and feature behavior, which slows debugging, onboarding, and design discussions. This Skill turns opaque implementation details into simple, teachable explanations so teams can reason confidently about system behavior and trade-offs.
Explain how the authentication flow works end-to-end from API entry point to database interactions, list edge cases and assumptions, and identify files and lines to inspect further.
High-intent search queries and answers about installing and using this skill.
To explain complex code flows, trace entry points, call chains, dependencies, and side effects. Iteratively apply Explore-Explain-Find Gaps loops until the explanation has zero fog, surfacing design rationale and edge cases.
The Feynman technique for code tracing iteratively explores implementation details, explains them simply, identifies knowledge gaps, and re-explores until opaque feature behavior becomes a clear, teachable mental model.
Trace feature behavior by identifying entry points, following processing steps down call chains, resolving dependencies, and mapping outputs and side effects down to database interactions for complete end-to-end coverage.
The best way to onboard engineers is generating end-to-end explanations of feature flows, pinpointing non-obvious interactions and edge cases, which turns opaque implementation details into confident reasoning about system behavior.
Yes, you can use code explanations to pinpoint non-obvious interactions for reviews by tracing full feature flows, surfacing implicit assumptions, and highlighting edge cases and risks within the implementation details.
No, this code tracing approach enforces strict read-only behavior and non-guessing rules, ensuring it only surfaces actual design rationale and existing edge cases without altering the codebase.
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