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qstack-howlisted

Explain how a subsystem works by tracing its real runtime flow, ownership, boundaries, and files. Use for code walkthroughs, onboarding explanations, placement or layering questions, and explicitly requested architecture critique.
hani-q/qstack · ★ 7 · AI & Automation · score 81
Install: claude install-skill hani-q/qstack
# QStack how Build a working mental model from the code. This skill is read-only. It does not edit files, fix critique findings, commit, push, publish, deploy, or message anyone. ## Choose the mode - **Explain** is the default. Answer how the system works and where behavior lives. - **Critique** runs only when the user asks for architectural problems or improvements. Explain the system first, then critique it. This skill explains mechanism, placement, and ownership. Label inferred motivation as inference instead of presenting it as historical fact. ## Investigate 1. Resolve the subject and scope. For harmless ambiguity, state a reasonable interpretation and proceed. Ask only when different interpretations would materially change the answer. 2. Search for the entry point and read the implementation. Trace callers, callees, state changes, data transformations, types, and boundaries until the path from trigger to effect has no hand-waved step. 3. Check repository instructions, configuration, generated code, tests, and external boundaries that change the flow. Do not infer behavior from names. 4. Record exact paths, symbols, and lines. State any path that could not be traced. Handle a narrow question directly. For a cross-cutting subsystem, read [complex exploration](references/exploration.md). When the answer needs a full onboarding narrative, read [structured explanation](references/explanation.md). ## Present Lead with the direct answer. Then inc