stephendolan

Evaluates codebases for brittleness, complexity, and coupling. Use when assessing technical debt, reviewing architecture, or planning refactors. Covers dependency analysis and structural issues.

Designs feature architectures by analyzing codebase patterns. Use when planning new features or major changes. Covers implementation blueprints, component designs, data flows, and build sequences.

Traces execution paths, maps architecture layers, and documents dependencies. Use when understanding unfamiliar code, tracing features, or mapping data flow. Covers call chains, abstractions, and component relationships.

Code refinement specialist for improving elegance, readability, and maintainability. Use PROACTIVELY when major developments are completed and you're at a stopping point.

Reviews code for bugs, logic errors, security vulnerabilities, and convention adherence. Use when reviewing diffs, checking PRs, or validating changes. Covers confidence-based filtering and severity assessment.

Handle PR feedback, address review comments, fix PR issues, respond to reviewer. Use when PR has comments to address, need to resolve feedback, or reviewer requested changes.

Guide revenue analysis using ChartMogul reports. Use when discussing MRR, ARR, churn, retention, cohorts, or subscription metrics. Helps select the right report and interpret results.

Commit changes, save work, create git commit. Use when done coding, ready to commit, need to save progress, or "commit this". Creates conventional commit messages focused on why, not what.

Personal culinary advisor for meal planning, recipes, and cooking. Use when discussing food, recipes, meal prep, or cooking questions.

Create PR, open pull request, submit for review, push branch. Use when code is ready for review, need to create PR, or "make a PR". Creates concise descriptions focused on the problem being solved.