# Willyu1007 AI First Template Devops Deploy Job Flow

> Flow: Job Deployment

- Skill: `tomevault-io/willyu1007-ai-first-template-devops-deploy-job-flow` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds@latest add tomevault-io/willyu1007-ai-first-template-devops-deploy-job-flow`
- Raw SKILL.md: https://api.skillmd.com/api/skills/tomevault-io/willyu1007-ai-first-template-devops-deploy-job-flow/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: DevOps & Infra
- Author: tomevault-io (https://skillmd.com/u/tomevault-io)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/tomevault-io/willyu1007-ai-first-template-devops-deploy-job-flow

---

# Flow: Job Deployment

This doc contains the step-by-step flow. For inputs, tools, outputs, and safety, see
/.system/skills/ssot/repo/scaffolding/devops-deploy-job/SKILL.md.

---

## Step-by-Step Flow (AI + Human)

### Step 1: Collect Parameters (AI -> Human)

AI asks human for:
1. Job name (must match packaging)
2. Target environment
3. Schedule (if recurring)
4. Optional: resource limits, environment variables, secrets

**Human checkpoint**: Confirm parameters before proceeding.

### Step 2: Validate Inputs (AI)

AI validates:
- Packaging exists for the job
- Environment is valid
- Schedule expression is valid (if provided)

### Step 3: Preview Changes (AI)

AI runs orchestrator with `--dry-run`:
```bash
python scripts/devops/scaffold/devops_deploy_job.py   --job-name "<job_name>"   --environment "<environment>"   --schedule "0 2 * * *"   --dry-run
```

AI presents `planned_changes` to human.

**Human checkpoint**: Review and approve planned changes.

### Step 4: Execute Scaffold (AI)

AI runs orchestrator without `--dry-run`:
```bash
python scripts/devops/scaffold/devops_deploy_job.py   --job-name "<job_name>"   --environment "<environment>"   --schedule "0 2 * * *"
```

### Step 5: Review Generated Files (AI + Human)

AI presents generated files for review:
- Kubernetes CronJob manifest (or equivalent)
- Environment configuration
- Deployment scripts

**Human checkpoint**: Review generated files and customize if needed.

### Step 6: Record in Workdocs (AI)

AI records scaffold execution in `/ops/deploy/workdocs/`:
- Job and environment
- Schedule configuration
- Deployment checklist
- Monitoring notes

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<!-- tomevault:4.0:skill_md:2026-04-14 -->