Advanced SML-404 ⏱ 8 weeks 📚 13 topics

Production Agent Skills Engineering Certification

Design patterns, testing at scale, security, versioning, CI/CD, and marketplaces for Agent Skills used by thousands of agents. Advanced course for AI engineers and architects.

Questions

Pass Score

Time Limit

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What You'll Demonstrate

  • Distinguish precisely between a Skill, a Tool, an MCP server, and an Agent, and place each correctly in a real architecture
  • Apply six named design patterns to scope and structure a new skill correctly on the first attempt
  • Recognize skill smells and apply a bad-to-production quality checklist to any SKILL.md
  • Engineer a skill's failure handling — retries, fallback, recovery, and validation — as deliberately as its happy path
  • Compose multiple skills into a single higher-order agent, and design skill sets for multi-agent supervisor/worker systems
  • Build a structured evaluation workspace measuring quality, cost, and reliability, not just whether a skill triggers
  • Apply a security and governance model covering prompt injection, secrets, sandboxing, and supply-chain risk
  • Version, lint, test, and deploy a skill through a real CI/CD pipeline into a registry
  • Design and ship a complete, production-grade enterprise skill pack

Topics Covered by This Exam

1

From Prototype to Production

45 minutes

lesson
2

Skill Design Patterns

120 minutes

lesson
3

Skill Quality: Anti-Patterns and Skill Smells

90 minutes

lesson
4

Skill Engineering

120 minutes

lesson
5

Where Skills Fit: Agent Architecture

90 minutes

lesson
6

Skill Composition

90 minutes

lesson
7

Multi-Agent Skill Systems

120 minutes

lesson
8

Testing and Evaluation at Scale

150 minutes

lesson
9

Security and Governance

120 minutes

lesson
10

Skill Lifecycle and Versioning

90 minutes

lesson
11

CI/CD for Skills

120 minutes

lesson
12

Skill Registries and Marketplaces

90 minutes

lesson
13

Capstone: Design and Ship an Enterprise Skill Pack

300 minutes

project

Adaptive Exam Format

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Progressive Difficulty

Questions advance from Easy → Medium → Hard as you proceed through the exam

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Single & Multi Select

Mix of single-answer and multi-answer questions to assess depth of knowledge

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Randomised Bank

Questions are drawn randomly from a larger question bank — no two exams are the same

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Badge & Certificate

Digital badge and printable certificate issued immediately upon passing