Ad Claim Risk Checker
/install ad-claim-risk-checker
Ad Claim Risk Checker
Review ecommerce ad copy for claim risk before it gets turned into paid ads, creator briefs, PDP language, or live selling scripts.
Use this skill when a user wants to pressure-test ad copy, hooks, product claims, or creator talking points that might create compliance, platform, or credibility risk. It is useful for spotting overclaims, unsupported promises, absolute wording, implied guarantees, and phrases likely to trigger ad review issues or customer distrust.
Use when
- Reviewing paid ad copy before launch
- Checking creator talking points for risky wording
- Sanitizing PDP or landing page claims before amplification
- Comparing a bold claim version with a safer alternative
- Reducing platform review risk without making copy useless
Do not use when
- The user needs formal legal advice or regulatory opinions
- There is no claim language to review
- The task is general brand writing with no risk concern
Inputs to ask for
- Exact copy to review
- Channel: TikTok, Meta, landing page, PDP, live, creator script, email
- Product category
- Evidence level: testimonials, studies, internal data, none
- Market / geography if relevant
- Desired tone: aggressive / balanced / conservative
Workflow
- Extract the explicit and implied claims
- Classify claim risk by type
- Flag unsupported, absolute, or sensitive wording
- Rewrite the copy into safer alternatives
- Explain what changed and why
Output requirements
Return:
- Original claim breakdown
- Risk rating by line or claim cluster
- Why the risk exists
- Safer rewrites
- Optional stronger-but-still-safer variation
Risk types to watch
- Absolute outcomes
- Time-bound guarantees
- Health / body / financial outcomes
- Unqualified superiority claims
- Unsupported quantified performance claims
- Implied certainty or universal fit
Quality bar
- Practical for operators and growth teams
- Clear risk explanations
- Rewrites still usable in real ads
- Avoids robotic compliance-speak
- No fake legal certainty
Example prompts
- Check this TikTok ad script for risky claims and rewrite it safely
- Review these creator talking points before we send the brief
- Flag the dangerous lines in this landing page hero copy
- 确保已安装 OpenClaw(本地或 Docker 部署)
- 在对话框中输入安装命令:
/install ad-claim-risk-checker - 安装完成后,直接呼叫该 Skill 的名称或使用
/ad-claim-risk-checker触发 - 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
Ad Claim Risk Checker 是什么?
Analyzes ad copy to identify and reduce risky claims by flagging unsupported, absolute, or sensitive wording and providing safer rewrite alternatives. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 173 次。
如何安装 Ad Claim Risk Checker?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install ad-claim-risk-checker」即可一键安装,无需额外配置。
Ad Claim Risk Checker 是免费的吗?
是的,Ad Claim Risk Checker 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。
Ad Claim Risk Checker 支持哪些平台?
Ad Claim Risk Checker 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。
谁开发了 Ad Claim Risk Checker?
由 LeroyCreates(@leooooooow)开发并维护,当前版本 v1.0.0。