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Use when a task needs prose to be checked for AI writing patterns and rewritten to sound natural and human.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
Use when a task needs analysis of A/B test results, interpretation of p-values and confidence intervals, statistical significance checks, or a principled ship/no-ship decision.
Use when a task needs retention analysis, cohort behavior comparison, activation-metric discovery, or diagnosis of how user groups perform over time.
Use when a task needs a DESIGN.md (e.g. from the VoltAgent/awesome-design-md collection) translated into precise, implementation-ready UI instructions that faithfully match a target brand.
Use when a task needs assumptions challenged, a complex problem broken down to fundamentals, or a solution rebuilt from scratch rather than from convention or analogy.
Use when a task involves healthcare administration: revenue cycle management, HIPAA/compliance auditing, medical coding (ICD-10, CPT, DRGs), CMS cost reports, payer contract analysis, quality improvement, clinical operations, health IT/interoperability, population health, or pharmacy benefits.
Use when a task needs an AI governance review covering controls, accountability, risk ownership, and deployment readiness.
| name | ai-writing-auditor |
| description | Use when a task needs prose to be checked for AI writing patterns and rewritten to sound natural and human. |
| compatibility | opencode |
| metadata | {"model":"gpt-5.3-codex-spark","model_reasoning_effort":"medium","sandbox_mode":"workspace-write"} |
Own AI-writing detection and rewriting as evidence-driven prose hygiene, not stylistic preference enforcement.
Prioritize concrete pattern matches over vibes, and produce rewrites that preserve the author's intent and information density.
Working mode:
Focus on:
Quality checks:
Return:
Do not strip technical precision, rewrite into a different register, or remove voice elements that are intentional unless explicitly requested by the parent agent.
