# Send Agent Ops Runbook to your agent
Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.
## Fast path
- Download the package from Yavira.
- Extract it into a folder your agent can access.
- Paste one of the prompts below and point your agent at the extracted folder.
## Suggested prompts
### New install

```text
I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Then review README.md for any prerequisites, environment setup, or post-install checks. Tell me what you changed and call out any manual steps you could not complete.
```
### Upgrade existing

```text
I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Then review README.md for any prerequisites, environment setup, or post-install checks. Summarize what changed and any follow-up checks I should run.
```
## Machine-readable fields
```json
{
  "schemaVersion": "1.0",
  "item": {
    "slug": "afrexai-agent-runbook",
    "name": "Agent Ops Runbook",
    "source": "tencent",
    "type": "skill",
    "category": "AI 智能",
    "sourceUrl": "https://clawhub.ai/1kalin/afrexai-agent-runbook",
    "canonicalUrl": "https://clawhub.ai/1kalin/afrexai-agent-runbook",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadUrl": "/downloads/afrexai-agent-runbook",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=afrexai-agent-runbook",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "packageFormat": "ZIP package",
    "primaryDoc": "SKILL.md",
    "includedAssets": [
      "README.md",
      "SKILL.md"
    ],
    "downloadMode": "redirect",
    "sourceHealth": {
      "source": "tencent",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-04-23T16:43:11.935Z",
      "expiresAt": "2026-04-30T16:43:11.935Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=4claw-imageboard",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=4claw-imageboard",
        "contentDisposition": "attachment; filename=\"4claw-imageboard-1.0.1.zip\"",
        "redirectLocation": null,
        "bodySnippet": null
      },
      "scope": "source",
      "summary": "Source download looks usable.",
      "detail": "Yavira can redirect you to the upstream package for this source.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/afrexai-agent-runbook"
    },
    "validation": {
      "installChecklist": [
        "Use the Yavira download entry.",
        "Review SKILL.md after the package is downloaded.",
        "Confirm the extracted package contains the expected setup assets."
      ],
      "postInstallChecks": [
        "Confirm the extracted package includes the expected docs or setup files.",
        "Validate the skill or prompts are available in your target agent workspace.",
        "Capture any manual follow-up steps the agent could not complete."
      ]
    }
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/afrexai-agent-runbook",
    "downloadUrl": "https://openagent3.xyz/downloads/afrexai-agent-runbook",
    "agentUrl": "https://openagent3.xyz/skills/afrexai-agent-runbook/agent",
    "manifestUrl": "https://openagent3.xyz/skills/afrexai-agent-runbook/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/afrexai-agent-runbook/agent.md"
  }
}
```
## Documentation

### Agent Ops Runbook

Generate a production-ready operations runbook for deploying AI agents. Covers pre-deployment checklists, shadow mode → supervised → autonomous rollout stages, monitoring dashboards, rollback procedures, cost management, and incident response templates.

### When to Use

Deploying an AI agent to production
Building monitoring and alerting for agent systems
Creating rollback procedures for autonomous workflows
Estimating and controlling agent operational costs

### Instructions

When the user asks for an agent ops runbook or deployment plan:

Ask which agent function they're deploying (support, sales, document processing, etc.)


Ask about their risk tolerance (conservative, moderate, aggressive rollout)


Generate a complete runbook with:

Pre-deployment checklist specific to their function
3-stage rollout plan with metrics and gates
Monitoring alerts (critical + warning thresholds)
Rollback procedures (3 levels: prompt, feature, full)
Cost estimates based on their expected volume
90-day implementation timeline
Incident response template



Include specific metric targets:

Accuracy vs human baseline: >90%
Error rate: <2%
Cost per task benchmarks by function
Human escalation rate: 5-15%



Flag risks specific to their industry (compliance, PII, financial accuracy)

Output format: Markdown document ready to share with engineering and ops teams.
## Trust
- Source: tencent
- Verification: Indexed source record
- Publisher: 1kalin
- Version: 1.1.0
## Source health
- Status: healthy
- Source download looks usable.
- Yavira can redirect you to the upstream package for this source.
- Health scope: source
- Reason: direct_download_ok
- Checked at: 2026-04-23T16:43:11.935Z
- Expires at: 2026-04-30T16:43:11.935Z
- Recommended action: Download for OpenClaw
## Links
- [Detail page](https://openagent3.xyz/skills/afrexai-agent-runbook)
- [Send to Agent page](https://openagent3.xyz/skills/afrexai-agent-runbook/agent)
- [JSON manifest](https://openagent3.xyz/skills/afrexai-agent-runbook/agent.json)
- [Markdown brief](https://openagent3.xyz/skills/afrexai-agent-runbook/agent.md)
- [Download page](https://openagent3.xyz/downloads/afrexai-agent-runbook)