Lists multiple concrete actions: remove AI-writing tells, rewrite prose, interactive Q&A intake, voice calibration, applying edits in a repo, optional edit log. Also specifies tools used (AskUserQuestion, Read/Write, WebSearch/WebFetch, Bash) and explicit exclusions.

Clearly answers both 'what' (remove AI-writing tells, rewrite prose to sound natural/human) and 'when' (explicit trigger terms listed, plus a 'Do NOT use for' section that further clarifies boundaries). The triggers list serves as an explicit 'Use when' clause.

Excellent coverage of natural trigger terms users would say: 'humanise', 'humanize', 'de-AI', 'sound natural', 'less robotic', 'remove AI tells', 'AI writing', 'chatbot tone', 'voice match'. These are highly natural phrases a user would use when requesting this kind of editing.

Highly distinctive niche — humanizing AI-generated text is a specific task unlikely to conflict with general writing, editing, or coding skills. The trigger terms are unique to this domain ('de-AI', 'remove AI tells', 'chatbot tone'), and the 'Do NOT use for' section further reduces conflict risk.

The skill is lean and efficient throughout. It assumes Claude's competence, avoids explaining what AI tells are conceptually, and jumps straight into actionable rules and process. Every section earns its place — the example is illustrative without being padded, and anti-patterns are terse but valuable.

The skill provides concrete, specific guidance at every step: a clear phased process, specific categories to target (significance inflation, em dash pile-ups, chatbot artifacts), a full before/after example showing the transformation, and explicit anti-patterns. The references to hunt lists and intake rules delegate specifics appropriately.

The four-phase process (Intake → First rewrite → Audit pass → Deliver) is clearly sequenced with explicit validation: the audit pass serves as a verification checkpoint ('still sounds like a brochure?'), and the intake phase gates the entire rewrite. The file-editing workflow includes a confirmation step before destructive commands. The feedback loop of rewrite-then-audit is well-defined.

The skill references two supporting files (interactive-intake.md and ai-tells-and-patterns.md) with clear one-level-deep links, which is good structure. However, no bundle files were provided, so we cannot verify these references resolve correctly. The main content is well-organized but the 'Working from files' section could arguably be a separate reference given it's a distinct workflow.