tip-gui-skill
Warn
Audited by Gen Agent Trust Hub on Oct 9, 2026
Risk Level: MEDIUMCOMMAND_EXECUTIONDYNAMIC_EXECUTIONCREDENTIALS_UNSAFEINDIRECT_PROMPT_INJECTIONDATA_EXFILTRATION
Full Analysis
- [DYNAMIC_EXECUTION]: The script
scripts/tip_gui_bridge.pydynamically generates and executes Python code snippets viasubprocess.runto interact with a local GUI environment. It also usesimportlib.utilto dynamically load modules from computed local paths. - [COMMAND_EXECUTION]: Both
scripts/tip_gui_bridge.pyandscripts/tip_gui_client.pyutilizesubprocess.runto execute shell commands and launch sub-processes. - [CREDENTIALS_UNSAFE]: The skill accesses a sensitive configuration file at
~/Library/Application Support/Tip/settings.json, which stores API keys and authorization headers for LLM providers. These credentials are extracted and used to make external network requests. - [INDIRECT_PROMPT_INJECTION]: The skill is vulnerable to instructions embedded in desktop images.
- Ingestion points: Desktop screenshots captured in
scripts/tip_gui_bridge.py(viacmd_describe) and processed by external vision models. - Boundary markers: Absent; no delimiters or warnings are used to prevent the agent from obeying instructions found within the images.
- Capability inventory:
scripts/tip_gui_bridge.pyhas the capability to perform GUI actions (click, type, press) and write artifacts to the filesystem. - Sanitization: Absent; the descriptive output from the model is returned directly to the agent context without validation or filtering.
- [DATA_EXFILTRATION]: The skill captures desktop screenshots and stores them in a local temporary workspace. It also transmits captured image data and user-associated API keys to external API endpoints as part of its vision-probing functionality.
Audit Metadata