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Security audit

streaming-audio-memory

Security checks for vulnerabilities and agentic risk

Overview

This skill is purpose-built for persistent ambient audio memory, but it handles highly sensitive audio with broad scope and little visible user control.

Review this skill carefully before installation. Only use it for devices and environments where you have clear authorization and notice/consent, and confirm how BlueColumn stores, protects, retains, and deletes uploaded audio and derived transcripts before sending real streams.

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
  • Data ExfiltrationExternal Transmission, Env Variable Harvesting, File System Enumeration
  • Trigger AbuseOverly Broad Trigger, Shadow Command Trigger, Keyword Baiting Trigger
  • Prompt InjectionInstruction Override, Hidden Instructions, Exfiltration Commands
  • Privilege EscalationExcessive Permissions, Sudo/Root Execution, Credential Access
  • Supply ChainUnpinned Dependencies, External Script Fetching, Obfuscated Code
Findings (3)

Missing User Warnings

High
Category
Not specified by scanner
Confidence
97% confidence
Finding

The skill explicitly stores persistent, per-device audio memory and enables later recall, but provides no warning or controls around consent, retention, minimization, or handling of highly sensitive content captured from cars, doorbells, wearables, and kiosks. Because ambient audio often contains bystander conversations, credentials, health data, or other regulated information, persistent storage materially increases privacy and compliance risk.

Content

No source excerpt is available for this finding.

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
90% confidence
Finding

The skill’s invocation guidance is very broad: it encourages use for ambient monitoring and answering questions about device audio history without explicit authorization, consent, or scope limits. In an agent ecosystem, this can cause over-triggering in ordinary surveillance or Q&A contexts and lead to inappropriate collection or recall of sensitive audio.

Content

No source excerpt is available for this finding.

External Transmission

Medium
Category
Data Exfiltration
Confidence
87% confidence
Finding

The skill instructs sending raw base64-encoded audio plus device identifiers to an external API endpoint, which is a real data egress path. In this context the transmission is core functionality, but it is still security-relevant because sensitive ambient audio is exported to a third-party service without any documented restrictions on what may be uploaded or how the receiving service protects it.

Content

Scanner excerpt · SKILL.md (reported line 17)May include surrounding context.

Ingest a chunk

bash
curl -X POST .../streaming-audio \
  -H "Authorization: Bearer <key>" \
  -H "Content-Type: application/json" \
  -d '{"deviceId": "dashcam-01", "audio": "<base64>", "format": "wav",