session-search

Fail

Audited by Gen Agent Trust Hub on Aug 9, 2026

Risk Level: HIGHCREDENTIALS_UNSAFEREMOTE_CODE_EXECUTIONCOMMAND_EXECUTIONDATA_EXFILTRATIONPROMPT_INJECTION
Full Analysis
  • [CREDENTIALS_UNSAFE]: The skill provides the agent with instructions to retrieve sensitive API keys using the command KEY=$(secrets lease typesense_api_key). While not hardcoded, this enables the agent to programmatically access live credentials.
  • [REMOTE_CODE_EXECUTION]: The skill uses SSH to execute commands on remote servers (e.g., ssh joel@flagg 'hostname && python3 --version ...'). This allows the agent to escape the local execution environment and execute arbitrary shell commands on remote infrastructure.
  • [COMMAND_EXECUTION]: The skill makes extensive use of shell-based tools including the joelclaw vendor CLI, curl, and jq to query databases, manage session data, and inspect local files.
  • [DATA_EXFILTRATION]: The skill accesses and processes raw agent session history logs stored at ~/.pi/agent/sessions/**/*.jsonl. These files contain detailed transcripts, commands run, and files touched, representing a significant data exposure risk if exfiltrated.
  • [PROMPT_INJECTION]: The skill is susceptible to indirect prompt injection (Category 8).
  • Ingestion points: Raw session transcripts in .jsonl files (e.g., ~/.pi/agent/sessions/).
  • Boundary markers: Absent; instructions direct the agent to 'Read the JSON' and 'extract bounded task context' without delimiters or warnings to ignore embedded instructions.
  • Capability inventory: The agent has access to shell execution (joelclaw), remote execution (ssh), network requests (curl), and credential retrieval (secrets).
  • Sanitization: The skill mentions redacting likely secrets but lacks sanitization or validation to prevent instructions embedded in past transcripts from influencing current agent behavior.
Recommendations
  • AI detected serious security threats
Audit Metadata
Risk Level
HIGH
Analyzed
Aug 9, 2026, 05:04 PM
Security Audit — agent-trust-hub — session-search