Next-Gen Operational Intelligence

“Ask Academy” Admin Assistant & AI Practice Arena (with Yvion)

Personal Academy pairs an administrative co-pilot with an interactive learning simulation arena.

For administrators, Ask Academy helps with operational workflows—querying attention signals, preparing course enrolment changes, checking RBAC permissions, and generating reports. It never changes anything on its own: every change is a Propose-and-Confirm card you approve. For learners, the AI Practice Arena (with Yvion) provides live conversational roleplay, visual concept deconstruction, active recall sparring, and high-stakes crisis branching simulations.

Ask Academy: The Admin Assistant

A set of admin tools running strictly on caller-scoped RLS permissions, with a person confirming every change.

Operational Tools

Ask Academy can inspect course review queues, query attention triage signals and grading backlogs, and generate analytics on request. Re-assigning enrolments or issuing invitations is proposed for your confirmation, never done on its own.

lib/agent/tools/

Propose-and-Confirm Safety

Write or destructive actions are NEVER executed blindly. The agent drafts an audited agent_proposals card with exact parameters, requiring explicit human one-click confirmation.

app/api/agent/proposals/

Zero Elevated Privilege

Runs under the authenticated caller's own Supabase RLS context. The agent can only read or manipulate records the administrator already holds explicit permission to manage.

app/api/agent/route.ts

AI Practice Arena (with Yvion): 4 Interactive Learning Modes

Hands-on interactive practice that goes far beyond static multiple choice questions.

1

Persona Arena (Roleplay Sparring)

Conversational AI Simulations

Learners engage in unscripted, voice-or-text roleplay with dynamic AI stakeholders: irate enterprise clients, demanding executive sponsors, or prospective recruits. Dynamic feedback scores negotiation, tone, and empathy.

2

Curiosity Engine (Learn Anything)

Visual Framework Deconstruction

Input any complex technical topic or policy doc to receive interactive first-principles mental models, visual analogies, Feynman-technique explanations, and contextual real-world application examples.

3

Skill Dojo (Targeted Practice)

Active Recall & Coding Drills

Rapid-fire practice drills automatically targeted to the learner's personal skills gap matrix. Includes in-browser code execution challenges, troubleshooting scenarios, and live feedback hints.

4

The Holodeck (Branching Crisis)

High-Stakes Simulations

Step into multi-decision workplace crisis simulations—production outages, compliance breaches, or media leaks. Every choice branches the storyline, revealing compounding second-order consequences.

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