The Agent Skills Directory

[EXTERNAL_DOWNLOADS]: The skill instructs users to install the arize-ax-cli package from PyPI using standard package managers like pip, pipx, or uv. This package is the official tool from the skill's author, Arize-ai.
[COMMAND_EXECUTION]: Utilizes the ax command-line utility to interact with the Arize platform, including listing and exporting spans, traces, and datasets. It also makes extensive use of the jq utility to process and join JSON data exported from the CLI.
[PROMPT_INJECTION]: Features an indirect prompt injection surface where the skill extracts data from production traces (which may contain untrusted user content) and incorporates it into a meta-prompt for prompt optimization.
Ingestion points: Data is extracted from local JSON files such as trace_*/spans.json and dataset_*/examples.json.
Boundary markers: The optimization meta-prompt uses section headers like ORIGINAL BASELINE PROMPT and PERFORMANCE DATA to delineate instructions from external data.
Capability inventory: The skill has the capability to execute shell commands, export platform data, and generate prompts for an LLM.
Sanitization: The skill does not explicitly perform sanitization or filtering of the trace data before it is interpolated into the meta-prompt.

arize-prompt-optimization