Individual skill
vastai-observability
Observe Vast.ai renter instances and Serverless resources using actionable state, logs, queue, utilization, balance, and cost signals. Use when building dashboards, alerts, or release telemetry. Trigger with: "monitor Vast.ai", "alert on Vast.ai instances", "observe Vast.ai Serverless".
plugins/saas-packs/vastai-pack/skills/vastai-observability/SKILL.md
Source commit 0500b275e963c027f6b410e8c49c0446945c574e
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- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
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- No
- Skill scan complete
- No
- Observed behavior
- Not checked yet
- Last checked
- Nov 12, 2026
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Repository context
- Repository stars (not skill ratings)
- 2,916
- Repository last updated
- Nov 12, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- ai Repository topic
- automation Repository topic
- claude-code Repository topic
- devops Repository topic
- mcp Repository topic
- ai-agents Repository topic
- anthropic Repository topic
- claude-code-plugins Repository topic
- developer-tools Repository topic
- llm Repository topic
- saas Declared skill tag
- vastai Declared skill tag
- observability Declared skill tag
- alerts Declared skill tag
- serverless Declared skill tag
- engineering Derived category
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SKILL.mdcore · 4,029 bytesSKILL.mdcore · 4,029 bytesreferences/official-docs.mddoc · 1,331 bytes
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# Vast.ai Control-Plane Observability
## Overview
Measure provider state and workload health separately. Alerts must identify a resource, threshold, evidence link, responder, and safe action; a dashboard without terminal-state and billing coverage is incomplete.
## Prerequisites
- Instance, endpoint, workergroup, deployment, and account scopes
- Latency, error, queue, utilization, state-age, balance, and cost objectives
- Collection interval, retention, alert routing, and incident owner
## Instructions
