# Enterprise Agent Ops

> Operate long-lived agent workloads with observability, security boundaries, and lifecycle management.

- Skill: `contextgo/enterprise-agent-ops` (Agent Skill)
- Install (CLI): `npx skillmds@latest add contextgo/enterprise-agent-ops`
- Raw SKILL.md: https://api.skillmd.com/api/skills/contextgo/enterprise-agent-ops/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: contextgo (https://skillmd.com/u/contextgo)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/contextgo/enterprise-agent-ops

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# Enterprise Agent Ops

Use this skill for cloud-hosted or continuously running agent systems that need operational controls beyond single CLI sessions.

## Operational Domains

1. runtime lifecycle (start, pause, stop, restart)
2. observability (logs, metrics, traces)
3. safety controls (scopes, permissions, kill switches)
4. change management (rollout, rollback, audit)

## Baseline Controls

- immutable deployment artifacts
- least-privilege credentials
- environment-level secret injection
- hard timeout and retry budgets
- audit log for high-risk actions

## Metrics to Track

- success rate
- mean retries per task
- time to recovery
- cost per successful task
- failure class distribution

## Incident Pattern

When failure spikes:

1. freeze new rollout
2. capture representative traces
3. isolate failing route
4. patch with smallest safe change
5. run regression + security checks
6. resume gradually

## Deployment Integrations

This skill pairs with:

- PM2 workflows
- systemd services
- container orchestrators
- CI/CD gates