Level 3 — Advanced Agent Skills
You have built agents. Now ship them — and keep them shipped.
Five articles. For engineers who have reached Level 2 and are ready to move from working to production-grade.
Articles
| # | Article | Agenthood Component |
|---|---|---|
| 1 | Real-World Integration | Portals layer (planned), GitHubSkill (planned), Slack, Linear |
| 2 | Autonomous Loops | GoalChain (shipped), Rituals layer (planned) |
| 3 | Custom Toolkits | ISkill, SkillRegistry.discover() |
| 4 | Optimize Performance | CostEstimator (shipped), LLMRouter dynamic routing, ProviderFailover |
| 5 | Deploy to Production | v3.0.0 API layer, auth middleware, rate limiting |
| — | Skills Reference | All members, tools, and invocation |
What Level 3 covers
The five capabilities that separate agents you demo from agents you depend on. Real-world integrations, autonomous scheduling, custom skill discovery, performance optimization, and production deployment — each one mapped to the Agenthood component that implements it (or the milestone where it lands).
You have finished the Academy
You started at Level 1 with "what is a prompt?" You end at Level 3 with "how do I ship this to users and keep it running?" Twenty-five articles. Three levels. Zero filler.
The Academy does not hand you a certificate. It hands you a standard. The standard is this: an agent you cannot evaluate is an agent you cannot ship. An agent you cannot observe is an agent you cannot trust. An agent without guardrails is a liability. The Society enforces these because the industry does not.
What you build next is the proof.
The ones who ship go through all three levels.
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