Learning Intelligence Review

Learner knowledge synchronization

Brain reads every platform user and validates all historical runs before recommendations.

No synchronization started

No graph loaded

Recommender / Scheduler Test

Operator-safe planner surface for learner graph recompute, next slice, and reminder policy.

State source Internal learner id Reviewed sequence Skill key Override intent User locale

Uses server-derived scheduler state. Browser skill map, current activity, and recommendation summaries are not sent.

No scheduler plan loaded

Content Review Queue

Select a content candidate

Scenario Review Queue

Select a scenario candidate

Builder Supervision

Agent jobs that create content candidates and scenario plans.

Plan Scenario

Queue scenario_planning for a learner without publishing or running infrastructure.

candidate only

Tool: deadnodes.create_scenario_candidate Review required No Ansible/Packer run

User ID Direction Target skills Source refs Priority

Operator instruction

Select a builder job

No learner loaded

Mentor Chats

Operator intervention shell over sanitized mentor conversation read models.

Select a mentor chat

Course Modalities

Read-only operator view of delivery modes and activity boundaries.

Not loaded

Delivery Modes

Activity Types

Course Studio

Create creator-scoped course drafts with AI assistance.

Course Studio drafts

No course draft queued

New course draft

Title Primary language Direction Delivery mode Activities Target skills

Brief

Asset requests JSON Source refs

Technical panels

Course Catalog reference board

Courses in progress

Package assembly plan

Locale readiness

Personalized path preview

Guidance recommendation preview

Recommendation Pipeline / Next-Step Review

Draft diff

Publish / import intent preview

Adaptive direction preview

Queue Agent Job

Job User ID Direction Priority Queue Queue position Idempotency key

Input refs JSON Input payload JSON

Agent Route Matrix

Model Operations

Not loaded

Tool Registry

Security Policy Gateway

Not loaded

Mentor Safety

Not loaded

Mentor Gateway Audit

Audit log timeline not loaded

Not loaded

Roles & Prompts

Governance unavailable

Model routing unavailable

Learning Intelligence Review

Learner knowledge synchronization

No synchronization started

No graph loaded

Recommender / Scheduler Test

No scheduler plan loaded

Content Review Queue

Select a content candidate

Scenario Review Queue

Select a scenario candidate

Builder Supervision

Plan Scenario

Select a builder job

No learner loaded

Queue localized content

No localized content schedule queued

Record self-report

Mentor Chats

Select a mentor chat

Course Modalities

Delivery Modes

Activity Types

Course Studio

Course Studio drafts

No course draft queued

New course draft

Queue Agent Job

Agent Route Matrix

Model Operations

Tool Registry

Security Policy Gateway

Mentor Safety

Mentor Gateway Audit

Roles & Prompts

Agent Roles

No role loaded

Prompt Templates

No prompt loaded