pipa-audio-brief
Fail
Audited by Gen Agent Trust Hub on Aug 6, 2026
Risk Level: HIGHREMOTE_CODE_EXECUTIONCOMMAND_EXECUTIONEXTERNAL_DOWNLOADSDATA_EXFILTRATIONPROMPT_INJECTION
Full Analysis
- [REMOTE_CODE_EXECUTION]: The skill's documentation in
SKILL.mdandreferences/here-now-publishing.mdexplicitly instructs the agent to runcurl -fsSL https://here.now/install.sh | bash. This pattern is a critical security risk as it executes unverified code from a remote server with the user's local privileges. - [EXTERNAL_DOWNLOADS]: Setup scripts (
scripts/setup-kokoro.shandscripts/setup-piper.sh) download large binary models and executable components from external sources, including HuggingFace and third-party GitHub releases (github.com/thewh1teagle). These assets are utilized during the audio generation process and are not verified for integrity or safety. - [DATA_EXFILTRATION]: The core purpose of the skill is to extract content from local files or URLs and upload the resulting summaries to
https://here.now. Thescripts/publish.pyscript facilitates this by sending processed data to an external API, which could lead to sensitive information exposure. - [COMMAND_EXECUTION]: The skill frequently executes local shell scripts that perform environment configuration, such as creating virtual environments (
venv) and installing packages (pip install). This modifies the host system's software environment. - [PROMPT_INJECTION]: The skill is designed to process untrusted data from external URLs and local files (e.g., in
references/source-extraction.md). This creates an indirect prompt injection surface where malicious data could influence the agent's behavior. - Ingestion points: URLs, local files, and pasted text processed in
SKILL.md(Step 2). - Boundary markers: The skill includes a 'Prompt-Injection Rule' in
references/source-extraction.mdto ignore source-embedded instructions, providing a basic defense. - Capability inventory: The skill can read local files, execute shell scripts, and perform network requests to upload data.
- Sanitization: There is a revision pass mentioned in
SKILL.md(Step 3) to ensure text is speakable, but no robust technical sanitization of the input data is present.
Recommendations
- HIGH: Downloads and executes remote code from: https://here.now/install.sh - DO NOT USE without thorough review
- AI detected serious security threats
Audit Metadata