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DevOps

Optimize cloud costs across AWS, Azure, and GCP using resource rightsizing, tagging strategies, reserved instances, and spending analysis. Helps when reducing cloud expenses, analyzing infrastructure costs, or implementing cost governance.

Documentation

Investigate a question using trusted primary sources and capture findings as Markdown in the repository.

Documentation

Write complete engineering RFCs for technical decisions and architectural changes, including problem statement, alternatives, and implementation plans.

Development

Product launch page with countdown, feature reveals, teaser video placeholder, and early-access signup.

Testing

Generate acceptance criteria, test cases, negative scenarios, edge cases, and Playwright scenarios.

Productivity

Helps the human team lead process pending agent requests. Walks through each ask, summarizes it, presents options, and records the decision by updating GitHub issues and PRs.

Productivity

Reviews contracts from a freelancer's perspective across 14 lenses: misclassification risk, IP ownership, payment terms, kill fees, non-compete scope. Use to evaluate client agreements.

Testing

Connects to a real iPhone via USB, reads Swift source, and runs a vision-driven agent loop to test SwiftUI apps. Optionally exposes the device over Tailscale for remote agents.

Productivity

Score and rank initiatives using Reach, Impact, Confidence, and Effort to make prioritization decisions more objective.

Testing

Selects the next naive-user comprehension prompt (kid, guardian, or admin persona) and logs the response to a dated report. Use before a release for a fresh user perspective.

Content

Generate varied practice problems, exercises, and drills with progressive difficulty for skill mastery.

Development

Applies the ultrathink Level 1 review pattern to Runcriticon ADRs, detects A-G gaps, proposes sub-decisions, and chains review/acceptance PRs.