Agent Capability Analysis
The monitoring skill by METR is an open-source community AI agent skill for Claude Code and other IDE workflows, helping agents execute tasks with better context, repeatability, and domain-specific guidance.
Ideal Agent Persona
Ideal for AI Agents like Cursor and AutoGPT requiring advanced job monitoring capabilities with Hawk logs and status subcommands.
Core Value
Empowers agents to monitor running or completed Hawk jobs using the `hawk logs` command or `hawk status` subcommands, providing real-time insights into job execution and logs, utilizing parameters like `JOB_ID` for specific job monitoring.
↓ Capabilities Granted for monitoring
! Prerequisites & Limits
- Requires Hawk job execution context
- Optional `JOB_ID` parameter may default to last used eval set ID if omitted
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monitoring
Install monitoring, an AI agent skill for AI agent workflows and automation. Works with Claude Code, Cursor, and Windsurf with one-command setup.
FAQ & Installation Steps
These questions and steps mirror the structured data on this page for better search understanding.
? Frequently Asked Questions
What is monitoring?
Ideal for AI Agents like Cursor and AutoGPT requiring advanced job monitoring capabilities with Hawk logs and status subcommands. Running UK AISI's Inspect in the Cloud
How do I install monitoring?
Run the command: npx killer-skills add METR/inspect-action/monitoring. It works with Cursor, Windsurf, VS Code, Claude Code, and 19+ other IDEs.
What are the use cases for monitoring?
Key use cases include: Monitoring Hawk job execution with real-time log updates, Debugging failed jobs using the `hawk logs` command, Tracking job status with the `hawk status` subcommand for efficient workflow management.
Which IDEs are compatible with monitoring?
This skill is compatible with Cursor, Windsurf, VS Code, Trae, Claude Code, OpenClaw, Aider, Codex, OpenCode, Goose, Cline, Roo Code, Kiro, Augment Code, Continue, GitHub Copilot, Sourcegraph Cody, and Amazon Q Developer. Use the Killer-Skills CLI for universal one-command installation.
Are there any limitations for monitoring?
Requires Hawk job execution context. Optional `JOB_ID` parameter may default to last used eval set ID if omitted.
↓ How To Install
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1. Open your terminal
Open the terminal or command line in your project directory.
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2. Run the install command
Run: npx killer-skills add METR/inspect-action/monitoring. The CLI will automatically detect your IDE or AI agent and configure the skill.
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3. Start using the skill
The skill is now active. Your AI agent can use monitoring immediately in the current project.