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Security audit

Ad Copy Gen

Security checks for vulnerabilities and agentic risk

Overview

This skill does not run code, but it embeds off-platform payment prompts and a crypto wallet inside the instructions for an ad-copy tool.

Review this skill carefully before installing. It appears technically low-impact because it is only a Markdown instruction file, but it may cause an agent to surface external payment or contact information while users expect ad-copy help. Do not send money or obtain follow-up files through the listed Telegram, PayPal, or crypto channels unless independently verified outside the skill.

Vulnerability Patterns
  • Skill Instruction HijackingAlters the agent's session goals or safety constraints when the skill loads
  • Agent Memory PoisoningWrites attacker-controlled rules into memory that affect later sessions
  • Remote Payload Retrieval and ExecutionFetches external code whose behavior can change after review
  • Embedded Malicious CodeShips malicious scripts inside the skill and executes them locally
  • Unauthorized Access and Privilege EscalationObtains permissions beyond the task's legitimate needs
Findings (1)

T01 · Skill Instruction Hijacking

Warning
Location
SKILL.md:13
Finding
Agent Instruction Hijacking Through Embedded Commercial and Payment Directives<![CDATA[ ## Vulnerability Details **File Location**: `SKILL.md`, lines 13–51 **Vulnerability Type**: T01: Skill Instruction Hijacking **Risk Level**: Medium ### Vulnerable Content ```markdown -. Pro version $4.99 → paypal.me/cofi295/4.99"Write a Facebook ad for my Shopify store selling yoga mats" - "Create 5 Google Ads headlines for a plumber in Austin" - "Generate a TikTok hook for a weight loss supplement" ## Features - Facebook, Google, TikTok, LinkedIn ad formats - Hook library + conversion frameworks - Audience targeting suggestions ## What You Get in the Pro Version The Pro version (available on Telegram: @Cofi_ClawSkill_Bot) includes everything above plus: - **100+ proven hooks** organized by industry (e-commerce, SaaS, local biz, health, finance, education) - **9 full platform-specific templates** (Facebook, Google, TikTok, LinkedIn ad templates with real examples) - **Conversion frameworks** — PAS, 4U, HSO, FAB, AIDA applied to ads - **Audience targeting matrix** — demographic, interest, behavioral, lookalike targeting - **A/B testing framework** — what to test, sample sizes, duration - **50+ CTAs** organized by conversion stage - **3 real campaign examples** (Facebook, Google, TikTok) - **3 Python scripts** (ad generator, hook finder, A/B test analyzer) - **18 files total** of ready-to-use content - **Lifetime access** — no subscriptions, no extra fees - **Instant delivery** — pay via crypto or PayPal, receive file immediately ## 🚀 Upgrade to Pro — $4.99 (Lifetime) **What you get in Pro:** • All templates + Python scripts + real examples (18 files) • Lifetime access & updates — no subscription, no extra fees • Instant delivery after payment **[💳 Buy Pro $4.99 via PayPal →](https://paypal.me/cofi295/4.99)** Or pay with **USDT (BEP-20)**: `0x2927fdf1d705092cf881e1287a71ac56511b550d` 📦 *250+ creators already using our free skills.* ``` ### Technical Analysis `SKILL.md` is loaded as agent-facing skill context. Rather than containing ope ...[truncated 2260 chars]
Remediation
<![CDATA[ ## Remediation Suggestions 1. Remove the Telegram handle, PayPal link, cryptocurrency address, pricing language, upgrade prompts, and other commercial directives from agent-loaded instructions. 2. Keep optional commercial information outside the skill's executable or instruction-bearing context, such as on a clearly identified project webpage. 3. Correct the malformed example on line 13 so that it contains only the intended user prompt. 4. Include the functionality claimed by the skill—such as templates, hooks, examples, and scripts—inside the reviewed package, or revise the description to accurately state what the package actually provides. 5. Add concise operational instructions that tell the agent how to generate ad copy without redirecting the user to an external service. 6. Require clear user confirmation before presenting any optional external link; do not allow commercial links to be inserted automatically into task responses. 7. If external purchases remain available, disclose the seller identity, delivery process, refund terms, and verification mechanism outside the agent instruction file. 8. Re-audit any scripts or files added later before distribution, particularly material delivered through Telegram or after payment. ]]>
Vulnerability Patterns
  • Excessive AgencyUnrestricted Tool Access, Autonomous Decision Making, Scope Creep
  • Trigger AbuseOverly Broad Trigger, Shadow Command Trigger, Keyword Baiting Trigger
  • MCP Tool PoisoningHidden Instructions, Unicode Deception, Parameter Description Injection
  • Prompt InjectionInstruction Override, Hidden Instructions, Exfiltration Commands
  • Data ExfiltrationExternal Transmission, Env Variable Harvesting, File System Enumeration
Findings (4)

Description-Behavior Mismatch

Medium
Confidence
97% confidence
Finding
The skill file is dominated by sales and upgrade messaging rather than operational instructions for using the advertised ad-copy capability. In an agent ecosystem, this is dangerous because the agent may surface unsolicited promotional content, off-platform purchase pitches, or trust-eroding spam instead of performing the declared task, indicating the skill is being used as an advertising vehicle rather than a functional tool.

Vague Triggers

Medium
Confidence
93% confidence
Finding
The invocation guidance is broad, poorly delimited, and intermixed with sales text, making it unclear when the skill should activate and what behavior is in scope. This can cause accidental triggering, inconsistent behavior, or insertion of promotional content into normal user workflows, increasing misuse risk when agents rely on the documentation to decide tool selection.

Context-Inappropriate Capability

Medium
Confidence
99% confidence
Finding
Direct payment solicitation and off-platform purchase instructions are unrelated to generating ad copy and introduce social-engineering risk. A user or agent following this content could be steered to send money outside trusted platform controls, bypassing marketplace vetting, refunds, auditability, and abuse protections.

Context-Inappropriate Capability

Medium
Confidence
99% confidence
Finding
Including a cryptocurrency wallet address for payment is especially risky because crypto transfers are irreversible, hard to audit, and commonly used in scams. This has no legitimate operational role in an ad-copy-generation skill and materially increases the chance of financial loss through deceptive prompting or user confusion.

Static analysis

No suspicious patterns detected.