audit-langfuse-llm
Fail
Audited by Gen Agent Trust Hub on Sep 13, 2026
Risk Level: HIGHCREDENTIALS_UNSAFEEXTERNAL_DOWNLOADSREMOTE_CODE_EXECUTIONCOMMAND_EXECUTIONDATA_EXFILTRATIONINDIRECT_PROMPT_INJECTIONDYNAMIC_EXECUTION
Full Analysis
- [CREDENTIALS_UNSAFE]: The skill instructions direct the agent to search for and extract sensitive credentials, including
LANGFUSE_SECRET_KEY, from environment configuration files such as.env,.env.local, and.env.production(Phase 0a). - [EXTERNAL_DOWNLOADS]: The skill dynamically downloads and executes external packages using
npx, specificallylangfuse-cliand@playwright/cli(Phases 2 and 3). - [REMOTE_CODE_EXECUTION]: The skill utilizes
npxto download and execute remote code at runtime for auditing and browser automation tasks. - [COMMAND_EXECUTION]: The skill executes various shell commands for tracing, as well as database operations using
supabase:execute_sqlto verify AI outputs. - [DYNAMIC_EXECUTION]: The skill modifies the local codebase using
StrReplaceto update prompt text during the 'Prompt Improvement Cycle' (Phase 5b). - [INDIRECT_PROMPT_INJECTION]: The skill scrapes external websites using
firecrawland uses the retrieved content to influence the drafting and modification of source code prompts. - Ingestion points: External content ingested via
firecrawl_scrapein Phase 1a and Phase 5b. - Boundary markers: None; the skill uses the scraped content directly to draft improved prompt versions.
- Capability inventory:
StrReplace(file system writes),npx langfuse-cli(external service interaction), andsupabase:execute_sql(database access). - Sanitization: No sanitization or validation of the scraped content is performed before it is used to modify the codebase.
Recommendations
- AI detected serious security threats
Audit Metadata