Operate as an agentic engineer using eval-first execution, decomposition, and cost-aware model routing.
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See how to installReview the instructions the agent will receive before you install.
Use this skill for engineering workflows where AI agents perform most implementation work and humans enforce quality and risk controls.
Apply the 15-minute unit rule:
Prioritize:
Do not waste review cycles on style-only disagreements when automated format/lint already enforce style.
Track per task:
Escalate model tier only when lower tier fails with a clear reasoning gap.
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When the user wants to plan, design, or implement an A/B test or experiment. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," or "hypothesis." For tracking implementation, see analytics-tracking.
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Audit and improve web accessibility following WCAG 2.2 guidelines. Use when asked to "improve accessibility", "a11y audit", "WCAG compliance", "screen reader support", "keyboard navigation", or "make accessible".
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Audit and improve web accessibility following WCAG 2.1 guidelines. Use when asked to "improve accessibility", "a11y audit", "WCAG compliance", "screen reader support", "keyboard navigation", or "make accessible".
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This skill should be used when the user asks to "create an agent", "add an agent", "write a subagent", "agent frontmatter", "when to use description", "agent examples", "agent tools", "agent colors", "autonomous agent", or needs guidance on agent structure, system prompts, triggering conditions, or agent development best practices for Claude Code plugins.
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Head-to-head comparison of coding agents (Claude Code, Aider, Codex, etc.) on custom tasks with pass rate, cost, time, and consistency metrics
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Design and optimize AI agent action spaces, tool definitions, and observation formatting for higher completion rates.
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