{"slug":"agent-ops-monitoring","name":"Agent Ops Monitoring","category":"AI & agents","definition":"An agent that is live without logs, quality metrics or alerts fails quietly. Output quality drifts after a prompt tweak or a vendor model update, spend creeps up, and when something goes wrong nobody can reconstruct what the agent saw, called or said. Most bad outputs are never reported. Customers just leave.","latest_skill_md":"https://raw.githubusercontent.com/deciqAI/knowledge-skills/main/agent-ops-monitoring/SKILL.md","playbook_url":"https://www.deciqai.com/skills/agent-ops-monitoring?utm_source=skill&utm_medium=json-api&utm_campaign=knowledge-skills&utm_content=agent-ops-monitoring","install":"npx skills add deciqAI/knowledge-skills","repo":"https://github.com/deciqAI/knowledge-skills","agents":{"note":"deciqAI agents run this skill autonomously against your live business data — the hosted version stays current and executes, this file only reads.","start_free":"https://www.deciqai.com/?utm_source=skill&utm_medium=json-api&utm_campaign=knowledge-skills&utm_content=agent-ops-monitoring"}}