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Security audit

run-pace-architect

Security checks for vulnerabilities and agentic risk

Overview

This is an offline running pace and training-estimate skill with no evidence of hidden access, persistence, exfiltration, or system changes.

Installers should understand that this skill gives generalized running estimates based on a recent race time. Do not use it for injury decisions, medical advice, or terrain/ultra pacing, and be conservative with mileage or goal changes if returning from injury or changing training volume quickly.

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
Vulnerability Patterns
  • 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
  • Supply ChainUnpinned Dependencies, External Script Fetching, Obfuscated Code
Findings (2)

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
95% confidence
Finding

The manifest description is broad enough to trigger on many generic running or training questions, not just narrowly scoped pace-calculation tasks. Overbroad activation can cause the agent to invoke this skill in contexts where specialized assumptions (Riegel model, mileage rules, goal-feasibility heuristics) are inappropriate, leading to misrouting and potentially unsafe or misleading guidance.

Content

No source excerpt is available for this finding.

Missing User Warnings

Low
Category
Not specified by scanner
Confidence
95% confidence
Finding

The script provides actionable training-plan, mileage-ramp, and goal-feasibility guidance that could influence a user's physical exertion, but it does not include any safety disclaimer or prompt to consult a coach or clinician. While the code is not malicious and does not directly cause system compromise, omitted safety framing can contribute to overtraining, injury, or misuse by inexperienced runners who treat the output as authoritative advice.

Content

No source excerpt is available for this finding.