audit-langfuse-llm
Fail
Audited by Gen Agent Trust Hub on Aug 25, 2026
Risk Level: HIGHCREDENTIALS_UNSAFEREMOTE_CODE_EXECUTIONCOMMAND_EXECUTIONDATA_EXFILTRATIONSAFE
Full Analysis
- [DATA_EXPOSURE_AND_EXFILTRATION]: The skill explicitly instructs the agent to scan sensitive environment files (such as
.env,.env.local, and.env.production) to locate and read API keys, specifically targetingLANGFUSE_SECRET_KEY. While the reasoning section advises against reporting the secret, theGrepcommand causes the secret value to be read into the agent's context, posing a significant exposure risk. - [UNVERIFIABLE_DEPENDENCIES_AND_REMOTE_CODE_EXECUTION]: The skill uses
npxto dynamically download and execute external packages, includinglangfuse-cliand@playwright/cli. While Playwright is a well-known tool, the execution of unversioned packages from a public registry introduces remote code execution risks. - [DYNAMIC_EXECUTION]: The skill performs arbitrary SQL execution via
supabase:execute_sqland executes shell commands to interact with external APIs and browser automation tools. These capabilities allow for high-privilege operations within the linked infrastructure. - [INDIRECT_PROMPT_INJECTION]: The skill possesses a broad surface for indirect prompt injection because it processes data from several untrusted or external sources.
- Ingestion points: Web scraping results from Firecrawl, LLM trace logs from Langfuse, browser console output from Playwright, and database records from Supabase.
- Boundary markers: The skill lacks explicit boundary markers or instructions for the agent to ignore potentially malicious instructions embedded in the ingested data.
- Capability inventory: The agent is empowered to execute shell commands, run SQL queries, and perform browser-based interactions, which could be abused if an injection is successful.
- Sanitization: There is no mention of sanitization or validation of the content retrieved from external sources before it is processed or used in decision-making.
Recommendations
- AI detected serious security threats
Audit Metadata