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Security audit

Canary Deployment Analyzer

Security checks for vulnerabilities and agentic risk

Overview

This skill provides canary deployment analysis guidance with expected observability queries and no hidden installation, persistence, or mutation behavior.

Install only if you are comfortable with the agent helping query production observability systems. Review commands before running them, especially those using Datadog API keys, AWS credentials, or Kubernetes log access.

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
  • Data ExfiltrationExternal Transmission, Env Variable Harvesting, File System Enumeration
  • Prompt InjectionInstruction Override, Hidden Instructions, Exfiltration Commands
  • Privilege EscalationExcessive Permissions, Sudo/Root Execution, Credential Access
  • Supply ChainUnpinned Dependencies, External Script Fetching, Obfuscated Code
  • Excessive AgencyUnrestricted Tool Access, Autonomous Decision Making, Scope Creep
Findings (1)

External Transmission

Medium
Category
Data Exfiltration
Content
```

If no Prometheus, check for:
- Datadog: `curl -s "https://api.datadoghq.com/api/v1/query" -H "DD-API-KEY: $DD_API_KEY" --data-urlencode "query=avg:http.request.duration{deployment:canary}"`
- CloudWatch: `aws cloudwatch get-metric-statistics --namespace MyApp --metric-name ErrorRate --dimensions Name=Deployment,Value=canary`
- Application logs: parse error counts from structured logs
Confidence
50% confidence
Finding
Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.

Static analysis

No suspicious patterns detected.