Agency OS · Architecture & Training
Sections

Routing and capabilities

Skills.

See how Jessie picks a skill, what the live skills actually do, and where context and the LLM step fit into every insight she gives you.

Routing

Routing is not only keyword matching. Jessie must consider the requested outcome, configured Business Unit, available context, approval gates, and whether a clarification question is safer than running.

Live Skills

Shared Skill Contract

  • Each live insight skill uses approved client context before writing interpretation.
  • Each live insight skill routes model synthesis through Cloudflare AI Gateway unless it clearly reports a deterministic fallback.
  • Deterministic code can retrieve data, normalize evidence, enforce guardrails, and render artifacts.
  • The final consultant-facing insight layer should not be a blind data table summary.
  • Outputs return to Asana for human review.

Corroboration

A skill can reach for supporting sources when the task and setup call for it. Meta Ads analysis might check GA4 to see what happened on-site; Google Ads analysis might run landing-page checks when the numbers point that way. The primary source still leads, and anything else is labelled as backup.

  • The primary platform source stays primary for the skill.
  • Supporting data should be labelled as supporting evidence.
  • Provider gaps should become caveats, not invented certainty.
  • Context can change the interpretation of the same metric movement.

Source References