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mechanism-walkthrough

Education
Signed by SkilVault

Produces senior-level, evidence-verified walkthroughs of code, files, errors, and technical concepts. Reads the real source, traces callers and dependencies, builds the explanation around one central mechanism, tags each design claim inline as documented or inferred, closes with a short takeaways block, and audits every claim against code and official documentation before replying. Use when the user asks how something works, what a function, file, subsystem, or framework behavior does, asks to be taught or taken through a breakdown step by step, or pastes a stack trace and asks what went wrong. Not for writing or changing code, fixing bugs, beginner-level tutorials, or one-line answers that need no investigation.

Version
v1.0.0
Size
12 KB
Updated
2026-10-11
$ skilvault read --manual mechanism-walkthrough

Your client verifies the signature before reading. This explicit manual read is available on every plan. Free automatically loads five chosen skills; paid plans automatically load relevant skills across the library.