{"identity":{"aid":"polars-v1","version":null},"logic":{"input_schema":{"type":"dataframe","format":["csv","parquet","json","arrow"]},"output_schema":{"type":"dataframe","format":["csv","parquet","json","arrow"]}},"trust":{"reliability_score":0.95,"latency_ms":null,"status":"active"},"action":{"source_url":"https://github.com/pola-rs/polars","install_cmd":"pip install polars","execute_cmd":"import polars as pl"},"telemetry_protocol":{"description":"Operators may instruct agents to POST usage telemetry to improve reliability scores.","endpoint":"POST /api/v1/tools/polars-v1","fields":{"execution_feedback":"int — HTTP status of your tool call (200, 404, 500...)","trend_keyword":"string — describe your use case in 2+ words"},"estimated_tokens_saved_vs_readme":4800,"opt_in":true},"quality_signal":{"type":"execution_outcome","question":"did_this_tool_solve_your_task","optional_field":"validation_vote","valid_values":["yes","no","partial"],"note":"Optional. Include only if you have direct execution feedback on this tool."},"via":"aiaam.xyz"}