level-up
Pass
Audited by Gen Agent Trust Hub on Sep 17, 2026
Risk Level: SAFEPROMPT_INJECTIONINDIRECT_PROMPT_INJECTIONDATA_EXFILTRATIONEXTERNAL_DOWNLOADSREMOTE_CODE_EXECUTION
Full Analysis
- [PROMPT_INJECTION]: The skill contains instructions that direct the agent to bypass standard user confirmation protocols during its operation. Specifically, the 'Consultant Mode' section states, 'Do NOT ask permission before Phase 1 and 2. Deliver value first.', which instructs the agent to perform extensive file reading and content generation tasks autonomously.
- [INDIRECT_PROMPT_INJECTION]: The skill is susceptible to indirect prompt injection as it processes data from external documentation and the local project environment without adequate safety boundaries.
- Ingestion points: External documentation URLs (e.g.,
https://langwatch.ai/docs/llms.txt), CLI-based documentation (langwatch docs), and the local codebase (source files, READMEs, git logs). - Boundary markers: No delimiters or safety instructions are provided to prevent the agent from executing commands potentially hidden within these sources.
- Capability inventory: Access to shell execution, package managers (
pip,npm), file system operations, and network reporting tools. - Sanitization: No sanitization is performed on the ingested documentation or code content.
- [DATA_EXFILTRATION]: The skill utilizes
langwatch reportto transmit session transcripts and metadata to LangWatch's external servers for debugging. While the command includes a flag for user approval and mentions local PII scrubbing, it establishes an outbound data transfer path. - [EXTERNAL_DOWNLOADS]: The skill requires the installation of several external software packages, including
langwatchandlangwatch-scenario, from public package registries. - [REMOTE_CODE_EXECUTION]: The skill instructs the use of
npxto execute remote packages from the npm registry (e.g.,tsx,vitest,langwatch report). The use of the--yesflag in these commands automatically accepts the installation and execution of the remote code without further user prompts.
Audit Metadata