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Security audit

Stochastic

Security checks for vulnerabilities and agentic risk

Overview

This is a simple static reference skill that prints generic finance guidance and does not request sensitive access or perform side effects.

Install only if you want a lightweight static reference. Do not rely on it as authoritative stochastic finance, regulatory, or investment guidance because the included material is generic and shallow.

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
  • 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
  • Privilege EscalationExcessive Permissions, Sudo/Root Execution, Credential Access
Findings (3)

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
94% confidence
Finding

The 'When to Use' section is overly broad and generic, using triggers like 'quick reference,' 'best practices,' 'troubleshooting,' and 'checklist' without clearly constraining the domain beyond a repeated mention of 'stochastic.' In an agent environment, this can cause the skill to be selected for many general finance requests, leading to scope overreach, incorrect tool invocation, or untrusted guidance being surfaced in situations where a narrower or more authoritative skill should apply.

Content

No source excerpt is available for this finding.

Description-Behavior Mismatch

Low
Category
Not specified by scanner
Confidence
96% confidence
Finding

The manifest says the skill should be used when working with stochastic in finance contexts, implying focused subject-matter reference material. The implemented commands and their content are mostly generic placeholders about regulations, instruments, checklists, and strategies, with little concrete linkage to stochastic finance concepts.

Content

No source excerpt is available for this finding.

Intent-Code Divergence

Low
Category
Not specified by scanner
Confidence
87% confidence
Finding

The command documentation presents the formulas section as a stochastic reference feature, but the implementation under that command contains generic ratios, CAGR, ROI, and Sharpe examples rather than stochastic-specific formulas. This creates an intent-level mismatch between the advertised command purpose and what the command actually returns.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.