content-auditor
Installation
SKILL.md
Content Auditor
Reviews written content for the failure modes that most commonly slip through review: invented facts, broken references, contradictory claims, and examples that don't faithfully represent their stated inputs. Works on any written content regardless of format or domain.
Core Principle: Audit, Don't Rewrite
This skill identifies issues — it does not fix them. Reviewing after generation catches more than upfront guardrails because errors are introduced during creation, not before it.
The AI/human split is non-negotiable:
| AI can verify | Only a human can verify |
|---|---|
| Whether a referenced term is defined in the document | Whether a specific number or statistic is correct |
| Whether a cross-reference points to something that exists | Whether a cited source exists and says what's claimed |
| Whether the "after" introduces content not in the "before" | Domain-specific factual accuracy |
| Whether two claims in the same document contradict each other | Whether an external link resolves to the right content |
| Whether a conclusion is stated as following from evidence | Whether the reasoning behind a conclusion is sound |
Anything in the right column goes to the Human Sign-Off Checklist. Never guess at factual accuracy — classify and escalate.
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