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AI/ML · Global library

AI Oversight System Designer

Design comprehensive oversight systems for AI agents with monitoring, intervention, and escalation protocols

CodexClaude CodeKimi Codeorchestrator-mcp
Open pack on GitHubBack to catalog

Best use case

Use AI Oversight System Designer when you need to design comprehensive oversight systems for AI agents with monitoring, intervention, and escalation protocols, especially when the work is driven by AI oversight and human in the loop.

Trigger signals

AI oversighthuman in the loopinterventionescalationmonitoringapproval

Validation hooks

approval-flowintervention-test

Install surface

Copy the exact command path you need.

Inspect

pip install "orchestrator-mcp[dashboard]"
orchestrator-mcp skills show ai-oversight-system-designer

Use

orchestrator-mcp skills export ai-oversight-system-designer --to ./skillforge-packs
# copy the exported pack into your preferred agent environment

Export

cp -R skills/ai-oversight-system-designer ./your-agent-skills/ai-oversight-system-designer
# or open skills/ai-oversight-system-designer/SKILL.md in a markdown-first client

File patterns

*.pyoversight/*.pymonitoring/*.py

Model preferences

claude-opus-4gpt-4oclaude-haiku-3

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Apache-2.0 licensedUse it, fork it, redistribute it. No strings attached.Safety-first by designSecret redaction, release scanning, and no shell execution. Constraints are public.GitHub nativeEvery pack is a real folder. Fork, edit, PR. No hidden backend or proprietary pipeline.