omnibus-instrument-llm-analytics
Pass
Audited by Gen Agent Trust Hub on Mar 28, 2026
Risk Level: SAFEEXTERNAL_DOWNLOADSCOMMAND_EXECUTION
Full Analysis
- [EXTERNAL_DOWNLOADS]: The skill facilitates the installation of official SDKs for various LLM providers (e.g., OpenAI, Anthropic, Google) and PostHog's own observability libraries via standard registries like PyPI and npm.
- [COMMAND_EXECUTION]: The skill uses standard package management commands (
pip install,npm install) to set up the tracing environment. It includes instructions for the agent to perform these installations as background tasks to optimize workflow. - [DATA_EXFILTRATION]: The skill is designed to capture and transmit metadata related to AI generations (such as token counts, latency, and costs) to PostHog's official ingestion endpoint (
https://us.i.posthog.com). This behavior is transparent, documented, and aligns with the skill's stated purpose of providing LLM analytics.
Audit Metadata