{"skill":{"slug":"agent-observability","displayName":"Agent Observability - Open the Black Box","summary":"Provides full observability for OpenClaw agents via dashboards, decision logs, failure traces, and weekly compliance scoring for effective monitoring and deb...","tags":{"agent-debug":"1.0.0","agent-monitoring":"1.0.0","agent-quality":"1.0.0","audit":"1.0.0","black-box":"1.0.0","cost":"1.0.0","dashboard":"1.0.0","debugging":"1.0.0","decision-log":"1.0.0","drift":"1.0.0","drift-detection":"1.0.0","failure":"1.0.0","latest":"1.0.0","metrics":"1.0.0","monitoring":"1.0.0","observability":"1.0.0","openclaw":"1.0.0","production":"1.0.0","quality":"1.0.0","subagent":"1.0.0","throughput":"1.0.0","tracing":"1.0.0","visibility":"1.0.0","weekly":"1.0.0"},"stats":{"comments":0,"downloads":36,"installsAllTime":1,"installsCurrent":1,"stars":0,"versions":1},"createdAt":1772004078419,"updatedAt":1778491636632},"latestVersion":{"version":"1.0.0","createdAt":1772004078419,"changelog":"Initial public release: agent-observability 1.0.0\n\n- Provides a full observability stack for OpenClaw agents.\n- Installs four tools: throughput dashboard, decision audit log, failure trace capture, and drift-guard auto-scoring.\n- Enables production monitoring and debugging of agent and subagent behavior.\n- Works standalone or alongside the intent-engineering skill.\n- Includes documentation for setup, integration, and data output locations.","license":null},"metadata":null,"owner":{"handle":"donovanpankratz-del","userId":"s171g2r7jkvrtmp9mdgk8dk12h83fqed","displayName":"dp-del","image":"https://avatars.githubusercontent.com/u/262228646?v=4"},"moderation":null}