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Design privacy-aware observability for AI agents using traces, spans, structured events, metrics, cost attribution, dashboards, alerts, and investigation workflows. Use when instrumenting an agent, debugging intermittent tool or model failures, defining service-level objectives, analyzing latency or spend, auditing agent decisions, or preparing production monitoring.

Install

npx skills add seb1n/awesome-ai-agent-skills --skill agent-observability -a claude-code

Installs to .claude/skills/agent-observability/ · Each command fetches the skill straight from GitHub with the open skills CLI.

Download .zip

Byte-identical to the scanned commit, with the repository’s licence and a SOURCE.txt.

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  • Ships scripts we have not reviewedLow

Why 76

Security85
Provenance68
Maintenance85
Licence100
Adoption40

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