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Security audit

marketing-loops

Security checks for vulnerabilities and agentic risk

Overview

This markdown-only skill helps plan scheduled marketing workflows and clearly includes review gates, stop conditions, state limits, and kill switches for risky actions.

Before installing, users should treat this as a planning/orchestration skill for marketing automation, not as permission to let an agent spend money, send messages, publish posts, or modify live systems without explicit caps, allowlists, review queues, compliance checks, and a documented way to turn loops off.

A.I.G

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

SkillSpector

Vulnerability Patterns
  • Excessive AgencyUnrestricted Tool Access, Autonomous Decision Making, Scope Creep
  • Prompt InjectionInstruction Override, Hidden Instructions, Exfiltration Commands
  • Data ExfiltrationExternal Transmission, Env Variable Harvesting, File System Enumeration
  • Privilege EscalationExcessive Permissions, Sudo/Root Execution, Credential Access
  • Supply ChainUnpinned Dependencies, External Script Fetching, Obfuscated Code
Findings (5)

Ae1

High
Category
analysis-evasion
Content
2. **Pick a loop** from the catalog in `references/loop-catalog.md` — or adapt the closest one.
Confidence
100% confidence
Finding
Referenced artifact was not completely inspected

Ae1

High
Category
analysis-evasion
Content
2. **Pick a loop** from the catalog in `references/loop-catalog.md` — or adapt the closest one.
Confidence
100% confidence
Finding
Referenced artifact was not completely inspected

Unbounded Resource Access

Medium
Category
Excessive Agency
Content
{
      "id": 6,
      "prompt": "We keep losing customers to failed payments and expired cards. Set up something to recover that revenue automatically.",
      "expected_output": "Should select the failed-payment/dunning loop. Should trigger on payment failure or upcoming card expiration, run a retry schedule with escalating update-card messaging, and include state (track dunning stage per account, stop on recovery). Must include a stop/bail-out so it doesn't loop forever (escalate/deactivate after final retry) and a self-check to distinguish involuntary failures from intentional cancellations (don't dun someone who chose to leave). Should reference revops and emails skills. May note this is often the highest-ROI retention loop.",
      "assertions": [
        "Selects the failed-payment/dunning loop",
        "Triggers on failed payment or card expiration",
Confidence
75% confidence
Finding
Skill allows unbounded resource consumption (API calls, storage, compute). Without rate limits or quotas, a compromised or misbehaving agent can cause denial-of-service or cost overruns.

Unbounded Resource Access

Medium
Category
Excessive Agency
Content
{
      "id": 6,
      "prompt": "We keep losing customers to failed payments and expired cards. Set up something to recover that revenue automatically.",
      "expected_output": "Should select the failed-payment/dunning loop. Should trigger on payment failure or upcoming card expiration, run a retry schedule with escalating update-card messaging, and include state (track dunning stage per account, stop on recovery). Must include a stop/bail-out so it doesn't loop forever (escalate/deactivate after final retry) and a self-check to distinguish involuntary failures from intentional cancellations (don't dun someone who chose to leave). Should reference revops and emails skills. May note this is often the highest-ROI retention loop.",
      "assertions": [
        "Selects the failed-payment/dunning loop",
        "Triggers on failed payment or card expiration",
Confidence
75% confidence
Finding
Skill allows unbounded resource consumption (API calls, storage, compute). Without rate limits or quotas, a compromised or misbehaving agent can cause denial-of-service or cost overruns.

Unbounded Resource Access

Medium
Category
Excessive Agency
Content
{
      "id": 6,
      "prompt": "We keep losing customers to failed payments and expired cards. Set up something to recover that revenue automatically.",
      "expected_output": "Should select the failed-payment/dunning loop. Should trigger on payment failure or upcoming card expiration, run a retry schedule with escalating update-card messaging, and include state (track dunning stage per account, stop on recovery). Must include a stop/bail-out so it doesn't loop forever (escalate/deactivate after final retry) and a self-check to distinguish involuntary failures from intentional cancellations (don't dun someone who chose to leave). Should reference revops and emails skills. May note this is often the highest-ROI retention loop.",
      "assertions": [
        "Selects the failed-payment/dunning loop",
        "Triggers on failed payment or card expiration",
Confidence
75% confidence
Finding
Skill allows unbounded resource consumption (API calls, storage, compute). Without rate limits or quotas, a compromised or misbehaving agent can cause denial-of-service or cost overruns.

Static analysis

No suspicious patterns detected.