SAINTCON 26 · Session

You Only Need Two Skills: A Simpler Way to Build Task-Specific Agents

When
Tuesday, Oct 27, 2:30 PM to 3:30 PM
Where
Main Track 2 (Ballroom B)
Speakers
  • danmcinerney · Principle AI Researcher - Palo Alto Networks

What if your next task-specific agent started with two skills and a few plain-text files?

Orchflows builds on Claude Code and Codex using two primitives: /orch-work and /orch-review. We’ll compose those primitives into reusable workflows, put domain expertise in modular guidance, and build feedback loops that improve both the results and the process that produces them.

Starting with everyday automation, we’ll work toward a bigger question: how could the same approach help robots acquire new behaviors? A simulated drone game introduces Nervelet’s connection to a changing environment and Jev’s fast decision-making. Together, they point toward systems that can react quickly while improving what they know how to do.

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