Provide trace-centric observability for agent decisions, tool calls, failures, and quality telemetry.
Free account. Installing gives you the manifest plus copy-paste snippets.
See reviewsImported from WholeTroutMedia/creative-liberation-engine (
agents/skills-next/agent-observability/SKILL.md). Install upstream withnpx skills add WholeTroutMedia/creative-liberation-engine --skill agent-observability. Copyright stays with the author.
Copy one of these into your project. Installing also returns the manifest and these snippets.
# after Install: the listing is in your workspace's routing pool - a plan picks it for its slot
curl -s -X POST https://api.opensmartroute.ai/api/v1/route -H 'Authorization: Bearer $OSR_API_KEY' -H 'Content-Type: application/json' -d '{"text": "...", "plan": true}'An Open Capability Manifest: the router reads it to know what this does, what it costs and when to pick it.
{
"ocm": "1",
"id": "wholetroutmedia-creative-liberation-engine-agent-observability",
"kind": "skill",
"name": "agent-observability",
"description": "Provide trace-centric observability for agent decisions, tool calls, failures, and quality telemetry.",
"publisher": "WholeTroutMedia",
"version": "1.0.0",
"capabilities": {
"domains": [
"general"
],
"tags": [
"skill-md",
"github"
],
"languages": [
"en"
]
},
"quality_prior": 0.6,
"examples": [
"Provide trace-centric observability for agent decisions, tool calls, failures, and quality telemetry."
],
"primary": false,
"metadata": {
"source": {
"provider": "github",
"repository": "https://github.com/WholeTroutMedia/creative-liberation-engine",
"path": "agents/skills-next/agent-observability/SKILL.md",
"ref": "17dc9e5d2045c95c367d20a75aa5c0ca103d5625",
"url": "https://github.com/WholeTroutMedia/creative-liberation-engine/blob/17dc9e5d2045c95c367d20a75aa5c0ca103d5625/agents/skills-next/agent-observability/SKILL.md",
"key": "WholeTroutMedia/creative-liberation-engine/agents/skills-next/agent-observability/SKILL.md"
}
},
"instructions": "# Agent Observability Skill\r\n\r\n1. Capture full trajectory traces for representative workloads.\r\n2. Bucket failures by type and recurrence.\r\n3. Correlate quality regressions with route/model/tool changes.\r\n4. Produce operational dashboards and alerting thresholds.",
"cost": {
"context_tokens": 65
}
}Fetch it by URL: GET /api/v1/registry/wholetroutmedia-creative-liberation-engine-agent-observability/manifest?version=1.0.0
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