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Security audit

super-data-analysis

Security checks for vulnerabilities and agentic risk

Overview

This is a documentation-only data analysis skill that gives analytical guidance and does not request hidden access, persistence, or network activity.

Install this if you want decision-oriented data analysis guidance. Because its activation scope is broad, review whether you prefer a narrower SQL, spreadsheet, dashboard, or reporting skill for specialized work, and only provide sensitive datasets when the task actually requires them.

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
  • Rogue AgentSelf-Modification, Session Persistence
  • Trigger AbuseOverly Broad Trigger, Shadow Command Trigger, Keyword Baiting Trigger
  • Prompt InjectionInstruction Override, Hidden Instructions, Exfiltration Commands
  • Data ExfiltrationExternal Transmission, Env Variable Harvesting, File System Enumeration
  • Privilege EscalationExcessive Permissions, Sudo/Root Execution, Credential Access
Findings (3)

Self-Modification

High
Category
Rogue Agent
Confidence
90% confidence
Finding

Skill modifies its own code, configuration, or behavior at runtime. Self-modification enables an agent to escalate privileges, disable safety constraints, or install persistent backdoors.

Content

Scanner excerpt · SKILL.md (reported line 151)May include surrounding context.

md
- Store credentials or raw exports in hidden local memory files.
- Create or depend on local folder systems for persistence.
- Create automations or background jobs without explicit user confirmation.
- Rewrite its own instruction source files.

## Related Skills
Install with `clawhub install <slug>` if user confirms:

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
91% confidence
Finding

The manifest description lists expansive conditions like 'you need to analyze, visualize, or explain data' and 'the user wants reports, dashboards, or metrics turned into a decision.' Although partially scoped, these conditions still cover a very wide range of ordinary requests and do not clearly define when the skill should not activate.

Content

No source excerpt is available for this finding.

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
93% confidence
Finding

The 'When to Use' and 'User asks about' sections describe very broad triggers such as analyzing data, finding patterns, understanding metrics, and testing hypotheses. These phrases are common across many general-purpose tasks and do not provide clear boundaries or exclusion conditions, which could lead to unintended invocation of this skill instead of more specific ones.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.