skills/keboola/ai-kit/debugger/Gen Agent Trust Hub

debugger

Fail

Audited by Gen Agent Trust Hub on Feb 17, 2026

Risk Level: HIGHCOMMAND_EXECUTIONREMOTE_CODE_EXECUTIONDATA_EXFILTRATIONPROMPT_INJECTION
Full Analysis
  • [COMMAND_EXECUTION] (HIGH): The skill is explicitly configured with a Bash tool and instructs the agent to execute shell commands such as uv run src/component.py, uv sync, and uv run pytest. This allows for arbitrary command execution within the agent's environment.
  • [REMOTE_CODE_EXECUTION] (HIGH): The skill provides instructions to run uv sync, which installs dependencies from local project files. If these files (e.g., pyproject.toml) are controlled by an attacker or belong to a malicious component being debugged, it can lead to the installation and execution of malicious code. Additionally, the instruction to run uv run src/component.py executes the very code the agent is debugging, which is untrusted.
  • [DATA_EXFILTRATION] (MEDIUM): The file references/telemetry-debugging.md contains detailed Snowflake SQL schemas and queries for accessing internal Keboola telemetry (Project 133). This provides the agent with the ability to query sensitive metadata, including configuration_json and job records, across multiple organizational stacks.
  • [PROMPT_INJECTION] (LOW): The skill is vulnerable to indirect prompt injection through the analysis of untrusted data.
  • Ingestion points: The agent reads job logs via mcp__keboola__get_job, configuration data via mcp__keboola__get_config, and database records via query_data (Snowflake).
  • Boundary markers: Absent. The skill lacks instructions to treat external data as untrusted or to ignore embedded commands.
  • Capability inventory: The agent has access to Bash (command execution), Read (filesystem access), and mcp__keboola__run_job (triggering remote actions).
  • Sanitization: Absent. External data is used directly to determine debugging steps and fixes.
Recommendations
  • AI detected serious security threats
Audit Metadata
Risk Level
HIGH
Analyzed
Feb 17, 2026, 06:29 PM