debugging

Fail

Audited by Gen Agent Trust Hub on Aug 9, 2026

Risk Level: HIGHCOMMAND_EXECUTIONDATA_EXFILTRATIONPROMPT_INJECTIONEXTERNAL_DOWNLOADS
Full Analysis
  • [COMMAND_EXECUTION]: The skill utilizes high-privilege shell commands to perform deep system analysis.
  • It instructs the use of sudo security add-trusted-cert to modify system-wide certificate trust on macOS, allowing for TLS decryption and interception via mitmproxy.
  • It uses sudo dtruss for system-level process tracing.
  • It uses sudo tee /proc/sys/kernel/randomize_va_space to modify kernel-level security settings by disabling ASLR.
  • It makes extensive use of powerful debugging and reverse-engineering tools like gdb, lldb, dlv, pdb, strace, and ltrace which can inspect and modify process memory and state.
  • [DATA_EXFILTRATION]: The skill's operational requirements involve accessing sensitive data with the ability to communicate over the network.
  • The methodology explicitly requires the agent to search for and read configuration files (.env, pyproject.toml, etc.), environment variables, and application/system logs.
  • It includes instructions for setting up network proxies (mitmproxy) and using network clients (curl, wget, httpie) to interact with endpoints, creating a potential path for data exfiltration.
  • [PROMPT_INJECTION]: The skill is susceptible to indirect prompt injection due to its core function of analyzing untrusted external data.
  • Ingestion points: The agent is instructed to read and analyze potentially attacker-controlled content from logs, binary strings, and web pages via browser automation.
  • Capability inventory: The agent possesses full shell access and the ability to execute high-privilege commands, meaning an injection could trigger severe system impact.
  • Sanitization: While the instructions call for verbatim recording of findings, there are no instructions to sanitize or escape data before the agent's internal reasoning engine processes it.
  • Boundary markers: No explicit boundary markers or warnings are used to prevent the agent from following instructions embedded in the analyzed data.
  • [EXTERNAL_DOWNLOADS]: The skill directs the agent to download and install a wide variety of third-party tools and utilities.
  • It provides installation instructions for complex software suites like Ghidra and pwndbg using package managers like brew, pip, npm, and cargo.
  • In references/runtimes/bundled-js-binary.md, it mentions using external scripts like pyinstxtractor.py and community-supported extraction tools.
  • It includes example patterns for fetching and inspecting remote installation scripts using curl.
Recommendations
  • AI detected serious security threats
Audit Metadata
Risk Level
HIGH
Analyzed
Aug 9, 2026, 12:43 PM
Security Audit — agent-trust-hub — debugging