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Ad Claim Risk Checker
by
LeroyCreates
· GitHub ↗
· v1.0.0
· MIT-0
173
Downloads
0
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0
Active Installs
1
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Install in OpenClaw
/install ad-claim-risk-checker
Description
Analyzes ad copy to identify and reduce risky claims by flagging unsupported, absolute, or sensitive wording and providing safer rewrite alternatives.
README (SKILL.md)
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
Usage Guidance
This skill appears safe to install from a permissions perspective because it is instruction-only and requests no credentials or installs. Before using, avoid pasting any sensitive personal data or non-public business secrets into prompts. Remember the skill is not a substitute for legal or regulatory advice—for high-risk claims consult legal/compliance professionals. If you need offline or auditable processing, prefer workflows that keep source material on your systems rather than pasting it into third-party tools.
Capability Analysis
Type: OpenClaw Skill
Name: ad-claim-risk-checker
Version: 1.0.0
The skill bundle is a set of instructions for an AI agent to analyze advertisement copy for compliance and credibility risks. It contains no executable code, no network requests, and no instructions that would lead to data exfiltration or unauthorized access. The files (SKILL.md, _meta.json, and references/output-template.md) are entirely focused on the legitimate task of reviewing and rewriting ad claims.
Capability Assessment
Purpose & Capability
Name, description, and SKILL.md all align: the skill reviews ad copy for risky claims and produces safer rewrites. It declares no binaries, env vars, or installs that would be unrelated to that purpose.
Instruction Scope
Runtime instructions only ask for ad copy, channel, product category, evidence level, tone, and then outline a reasonable workflow (extract claims, classify risk, rewrite). There are no instructions to read files, access system paths, or send data to external endpoints.
Install Mechanism
No install spec and no code files — purely instruction-only. This is the lowest-risk install footprint and appropriate for the stated function.
Credentials
The skill requests no environment variables, credentials, or config paths. Inputs requested (copy, channel, product category, evidence level, tone) are proportional to the task.
Persistence & Privilege
Flags show always: false and model invocation is allowed (default). The skill does not request persistent system presence or modify other skills/configs.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install ad-claim-risk-checker - After installation, invoke the skill by name or use
/ad-claim-risk-checker - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release of Ad Claim Risk Checker skill.
- Reviews ecommerce ad copy and claims for compliance, platform, and credibility risks.
- Flags overclaims, unsupported promises, absolute wording, and high-risk phrasing.
- Provides safer rewrites and explains risk levels for each claim.
- Supports review for ads, creator briefs, PDPs, and live selling scripts.
- Tailors advice based on channel, product, evidence level, geography, and desired tone.
Metadata
Frequently Asked Questions
What is Ad Claim Risk Checker?
Analyzes ad copy to identify and reduce risky claims by flagging unsupported, absolute, or sensitive wording and providing safer rewrite alternatives. It is an AI Agent Skill for Claude Code / OpenClaw, with 173 downloads so far.
How do I install Ad Claim Risk Checker?
Run "/install ad-claim-risk-checker" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Ad Claim Risk Checker free?
Yes, Ad Claim Risk Checker is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Ad Claim Risk Checker support?
Ad Claim Risk Checker is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Ad Claim Risk Checker?
It is built and maintained by LeroyCreates (@leooooooow); the current version is v1.0.0.
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