Engineer Mindset
by Kevin Cline
Transform your agent into a Senior Engineer that analyzes architecture and reuses code before writing a single line.
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Works with the AI tools you already use
See it in action
You say
We need to add CSV export functionality to the reports page so users can download their data. Take a senior engineer look at this and tell me how we should build it.
Your agent does
Design Note
Problem: Users cannot export reports to CSV. Outcome: A "Download CSV" button on /reports. Existing code reused: utils/csv_generator.ts:formatRow Layer of change: Application (ExportUseCase) Shape: Simple function Refactor first: No Risks: Memory spikes for 10k+ rows.
What you get
About this skill
Stop Generating Code, Start Engineering Systems
Most AI agents act like junior developers: they start typing as soon as they see a prompt. Engineer Mindset forces your agent to adopt the rigor of a Senior Staff Engineer. It installs a "think before you code" protocol that prioritizes big-picture analysis, architectural integrity, and code reuse over mindless generation.
How it Works
The skill implements a rigorous six-gate process that your agent must navigate before writing a single line of code:
- Big Picture Pause: Defines the actual problem vs. the requested implementation.
- Read Before Writing: Maps existing helpers and conventions to avoid duplication.
- Layer Selection: Ensures logic is placed in the correct architectural layer (Domain, Application, Infrastructure).
- Reuse Hierarchy: Forces composition and extension over building fresh.
- Pattern Selection: Strips away over-engineering and "pattern-stuffing."
- Refactor Judgment: Decides if the structure should be improved before the feature is added.
Why Developers Use This
Standard AI prompting often leads to "shotgun surgery" (editing 10 files for a small change) or "greenfield-in-brownfield" (ignoring your existing project conventions). This skill ensures your agent respects your codebase's unique patterns and chooses the simplest path to a solution, often resulting in 80% less code that is 100% easier to maintain.
How to install
Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.
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Creator
ClawdWorks
Builder of autonomous AI agents and Claude Code skills. ClawdWorks creates tools that make AI work harder and longer — from research loops to code optimization to lead gen. Powered by Claude Opus 4.6 + Codex 5.4.
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