Applies language-agnostic and backend technical decision criteria, anti-pattern detection, debugging, and quality gates. Use when reviewing general/backend implementation choices, code smells, failures, or implementation completeness.
How to install ai-development-guide?
shinpr/claude-code-workflows/ai-development-guide
$npx -y skills add shinpr/claude-code-workflows --skill ai-development-guideInstalls into the current project.
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Run `npx skills use "https://github.com/shinpr/claude-code-workflows" --skill "shinpr/claude-code-workflows/ai-development-guide"` and follow the generated skill instructions now. Read its complete output, redirecting it to a temporary file first if necessary. Resolve relative paths from the supporting-files directory it provides.
Use the skills in "https://github.com/shinpr/claude-code-workflows" that are relevant to the current task. Run `npx skills add "https://github.com/shinpr/claude-code-workflows"` and select the relevant skills, then follow their instructions.
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