Marketo agentic automation patterns and best practices. Use for autonomous program deployment, bulk operations, orchestration workflows, and API governance. Covers all 5 capability areas from the agentic automation runbook.
From opspal-marketonpx claudepluginhub revpalsfdc/opspal-commercial --plugin opspal-marketoThis skill is limited to using the following tools:
asset-creation-patterns.mdclone-strategies.mdexamples/nurture-campaign-deployment.mdexamples/webinar-program-setup.mdlead-bulk-patterns.mdorchestration-checklist.mdprogram-token-patterns.mdDesigns and optimizes AI agent action spaces, tool definitions, observation formats, error recovery, and context for higher task completion rates.
Enables AI agents to execute x402 payments with per-task budgets, spending controls, and non-custodial wallets via MCP tools. Use when agents pay for APIs, services, or other agents.
Compares coding agents like Claude Code and Aider on custom YAML-defined codebase tasks using git worktrees, measuring pass rate, cost, time, and consistency.
| Area | Description | Key Tools |
|---|---|---|
| Program Tokens | Dynamic token configuration | program_tokens_get, program_tokens_update |
| Asset Creation | Emails, forms, landing pages | email_create, form_create, landing_page_create |
| Program Cloning | Template-based deployment | program_clone |
| Lead Management | Dedupe, merge, segment | lead_query, lead_create, lead_merge |
| Bulk Extract | Export leads/activities | bulk_*_export_* tools |
1. Clone program → mcp__marketo__program_clone
2. Update tokens → mcp__marketo__program_tokens_update
3. Discover assets → mcp__marketo__program_get
4. Approve: Forms → Emails → Landing Pages
5. Activate triggers → mcp__marketo__campaign_activate
6. Schedule batch → mcp__marketo__campaign_schedule
1. Create job → mcp__marketo__bulk_lead_export_create
2. Enqueue → mcp__marketo__bulk_lead_export_enqueue
3. Poll status → mcp__marketo__bulk_lead_export_status
4. Download → mcp__marketo__bulk_lead_export_file
| Limit | Value | Recovery |
|---|---|---|
| Rate | 100/20s | Wait 20s |
| Daily | 50,000 | Midnight UTC |
| Concurrent | 10 | Serialize |
| Bulk Export | 2 running | Queue (max 10) |
| Daily Export | 500 MB | Midnight UTC |
| Date Range | 31 days | Split jobs |
| Task | Agent |
|---|---|
| Program deployment | marketo-automation-orchestrator |
| Bulk data ops | marketo-data-operations |
| Single asset | Specialist agents |