Jesse Vincent

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Receive and act on code review feedback with technical rigor, not performative agreement or blind implementation

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Execute detailed plans in batches with review checkpoints

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Use multiple Claude agents to investigate and fix independent problems concurrently

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Interactive idea refinement using Socratic method to develop fully-formed designs

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Never test mock behavior. Never add test-only methods to production classes. Understand dependencies before mocking.

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Each routine does one thing and does it well - extract when routines have multiple responsibilities

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Declare variables in smallest possible scope, initialize close to first use, minimize span and live time

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Skills wiki intro - mandatory workflows, search tool, brainstorming triggers

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Managing complexity is software's primary technical imperative - all other goals are secondary

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Comment WHY code exists and non-obvious decisions, not WHAT code does (mechanics)

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Class interfaces present one cohesive abstraction - don't mix domain logic with serialization, persistence, or unrelated concerns

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Maintain skills wiki health - check links, naming, cross-references, and coverage

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Try 2-3 different approaches before implementing - don't settle for first design you think of

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Hide implementation details behind interfaces - work at domain level (what), not implementation level (how)

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Use each variable for exactly one purpose - no hybrid coupling or hidden meanings

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Create isolated git worktrees with smart directory selection and safety verification

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Dispatch code-reviewer subagent to review implementation against plan or requirements before proceeding

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RED-GREEN-REFACTOR for process documentation - baseline without skill, write addressing failures, iterate closing loopholes

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Fork, clone to ~/.clank, run installer, edit CLAUDE.md

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TDD for process documentation - test with subagents before writing, iterate until bulletproof

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Run verification commands and confirm output before claiming success

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Four-phase debugging framework that ensures root cause investigation before attempting fixes. Never jump to solutions.

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Systematically trace bugs backward through call stack to find original trigger

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