{"slug":"ax-llm-ax-agent-observability","source_name":"ax-llm/ax-agent-observability","name":"Ax LLM/Ax Agent Observability","description":"This skill helps an LLM generate correct AxAgent observability code using @ax-llm/ax. Use when the user asks about axGlobals.onUsage, usageContext, centralized or multi-tenant usage accounting, actorTurnCallback, onContextEvent, agentStatusCallback, onFunctionCall, reportSuccess, reportFailure, getChatLog(), getUsage(), resetUsage(), debug traces, progress updates, or telemetry for AxAgent runs.","version":2,"lift":{"pass_rate_delta_pts":50,"pass_rate_pct":90.9,"total_cases":22,"passed_cases":20,"tokens_delta_pct":135.7,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-10T08:04:48.731825+00:00"},"skill_score":0.9091,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":50,"with_pass_pct":90.9,"without_pass_pct":40.9,"tokens_delta_pct":135.7,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-10T08:04:48.731825+00:00","run_id":"8e044451-d791-4a88-b620-a86026d1b680","version_number":2,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"Apache-2.0","install_count":0,"manifest_hash":"83219613389bf9e538bec0bb09a160c30573b06681dc0f0f4f2b7e5417ca1d95","raw_url":"https://app.decimal.ai/s/ax-llm-ax-agent-observability/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/ax-llm-ax-agent-observability"}