Grill AI Mastery

Quality score: 70/100 · Category: Engineering · Sub-category: ml-ai-eng

Hybrid interview that probes AI-engineering mastery by tip-vocabulary depth — entity referencing, loop closure, observability, harness improvement — not by token usage or LOC. Start collaborative (two-way tip exchange), escalate to adversarial probing when depth is lacking. Trigger when the user says "interview me on AI", "stress-test my Claude usage", "evaluate this candidate's AI engineering", or otherwise asks for an AI-collab skill assessment. User-only — never auto-invoke.

What this skill does

Grill AI Mastery is a production-ready Claude Code skill (quality score 70/100) in the ml-ai-eng sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/grill-ai-mastery/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Grill AI Mastery skill is built for software engineers, backend developers, full-stack teams, and technical leads building and maintaining production systems. It is part of the open ClaudSkills registry, a community-curated catalog of 15,000+ capabilities you can install for Claude Code — the Claude CLI agent.

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/grill-ai-mastery
curl -L https://claudskills.com/skills/grill-ai-mastery/SKILL.md \
  -o ~/.claude/skills/grill-ai-mastery/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/grill-ai-mastery/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/grill-ai-mastery/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\grill-ai-mastery\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

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Part of ClaudSkills — the open registry for Claude Code skills. · What's New · Install guide · About · llms.txt

Part of Acreator Store — Adam Lankamer's AI tools: GifPerfect · AspectPerfect · SlomoPerfect · Ucaption · UTagger · AutoXPoster · TestYourSkills