Product UI

Review evidence before trusting a Skill.

The Learning route lists every Container in the active Project. The selected Container controls only the view; Runtime configuration owns Thread assignment.

Product screen

Insights are the default view

Learning

Review evidence, publish reusable Skills, and run Learning.

Learning Container

Support quality · support-quality ⌄

View one of this Project’s Containers. This does not reassign Threads.

Create Container

Stable ID · support-quality

Add a name and optional prompt context. The stable ID cannot change.

InsightsSkillsRuns

Ask for the account region before checking tax behavior

Skill eligible

This prevents support agents from applying a US tax answer to EU accounts.

Thread th_42 · msg_8, msg_11

Customers read “processing” as a failed payment

Evidence only

The copy causes repeat submissions, but the evidence does not yet support a reusable instruction.

Thread th_58 · msg_3, msg_9

Interaction contract

Small controls, explicit state

CONTAINERS

Every Container stays reachable

Load more appends scoped 500-row pages in normal navigation. A deep link still fetches its selected Container by ID before it appears in a loaded page.

FLAG

Disabled means no dead route

When Learning is off, /learning redirects to the active Project root. API, UI, and CLI use the same flag.

RUNS

Queue once

The run button disables while that Container has an active run and reports the queued result or a short API error.