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improve-codebase-architecture

Find architectural friction in an existing codebase and present ranked improvements in a visual report. Use when explicitly asked to survey the architecture or find refactoring opportunities.

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alexanderop/aop-mode
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October 4, 2026 at 06:51
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name
improve-codebase-architecture
description
Find architectural friction in an existing codebase and present ranked improvements in a visual report. Use when explicitly asked to survey the architecture or find refactoring opportunities.
disable-model-invocation
true
# Improve Codebase Architecture Find changes that make real work easier. Prefer modules that hide substantial behavior behind a small interface. Judge the complexity callers must understand, not the number of files or lines. This is a survey. Produce recommendations without changing application code. If the user also requests implementation, carry the selected change through verification within that scope. ## Find the friction Start with the area the user names. Otherwise, use recent changes to find parts of the codebase people repeatedly work on. Read repository instructions and existing domain documentation and decision records. Respect their vocabulary and constraints; no glossary or setup command is required. Trace a concrete operation through callers, state owners, dependencies, and tests. Look for knowledge callers must repeat, rules scattered across modules, pass-through layers, and boundaries that make real behavior hard to test. Follow enough of the path to distinguish necessary coordination from accidental complexity. Read [Review lenses](references/review-lenses.md) when assessing candidate changes. For each candidate, identify the source locations and a real change or failure that exposes the cost. Explain what knowledge moves behind the proposed interface and what becomes simpler at the call site. If removing a wrapper only moves its complexity to callers, removing it is not an improvement. Prefer the smallest change that resolves the observed friction. Keep useful pure functions, explicit dependencies, and established framework conventions. A small module, a test double, or an extra file alone is not evidence of a flaw. Skip speculative extension points and refactors whose benefit you cannot show. An empty shortlist is a valid result. ## Show the useful changes Rank candidates by expected benefit, confidence in the evidence, migration cost, and behavior at risk. Mark each as **Strong**, **Worth exploring**, or **Speculative**. Separate observed problems from predicted benefits. Surface a conflict with a recorded decision only when current evidence warrants revisiting it. Read [../visual/SKILL.md](../visual/SKILL.md) and use its HTML delivery workflow, including its `asd` writing rules. Write a fresh report in the OS temporary directory unless the user names a destination. This destination overrides `visual`'s default. Use connected sections rather than a dashboard. For each candidate, show: - The affected paths and concrete evidence of friction. - The proposed ownership or interface change, with a before/after diagram. - The caller behavior that becomes simpler and the tradeoffs that remain. - The migration risk and the observable check that would verify the change. Label the proposed structure as proposed. Link source evidence and explain the diagrams in prose. Include only enough signature or call-site detail to make the recommendation reviewable; save full design work for a selected candidate. Open and inspect the report as `visual` specifies. Return its path, the strongest recommendation, and any verification limit. If no candidate earns a recommendation, say so and state the area examined. When implementation was not requested, let the user choose what to explore next. Adapted from [Matt Pocock's skill](https://github.com/mattpocock/skills/blob/d81f3a183412e71a5b1e84ca21bc1a35eea03a60/skills/engineering/improve-codebase-architecture/SKILL.md). See [LICENSE](LICENSE) for the retained MIT license.
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