QubitSkills - AI Training Platform

What You'll Learn

Distinguish between "instant" and "reasoning" AI models and choose the right one for each task

Build interactive mini-apps and artifacts using Claude without writing code

Use Deep Research agents to synthesize information from 50+ sources

Construct multi-step prompts using CO-STAR framework with Thinking Budgets

Maintain context and state across long, multi-step AI conversations

Automate content repurposing, meeting scheduling, and data analysis workflows

Apply grounding and citation-checking to verify AI outputs before using them

Build a personal AI Operations Manual — your stack, golden prompts, and privacy rules

Course Content

Week 1: The New Ecosystem & Reasoning Foundations

Moving from "Instant Chat" to "Deep Thinking."

System 1 vs. System 2 Thinking

Understand the difference between "Instant AI" (for simple emails) and "Reasoning AI" (for complex strategy), and when each applies.

The 2026 Power Trio

Master the distinct strengths of the three market leaders: The Multimodal Giant (video & documents), The Reasoner (logic & rules), and The Worker (long-form writing & technical tasks).

Vibe Coding & Artifacts

Create interactive mini-apps and dashboards just by describing the "vibe" — no coding required.

The Productivity Layer: Smart Docs & Inbox

Let AI categorise your inbox, draft replies in your writing style, and safely read documents from your Google Drive via MCP.

Visuals & Branding: Reasoning Images

Generate brand-consistent visuals using reference images so the AI preserves an exact look across new scenes.

Weekly Win

The Cognitive Switch

Build a personal matrix for deciding when to use "Fast AI" vs. "Slow Thinking AI" across your most common work tasks.

Week 2: The Science of Orchestration

Guiding the model's thought process instead of just its output.

The CO-STAR + Thinking Framework

Upgrade every prompt with CO-STAR (Context, Objective, Style, Tone, Audience, Response) plus a Thinking Budget that instructs the model to critique its own output.

Memory & State Management

Stop AI from "forgetting" mid-conversation by restating context and using Thought Signatures to keep long projects aligned.

Thought Signatures: Watching the Trace

Read the AI's Thought Trace to verify it reasoned step-by-step and caught its own errors before delivering an answer.

Custom Personas: Reusable Brains

Upload your brand voice document to a persistent Project so every output always matches your company standards — without re-prompting.

Prompt Chaining vs. Agentic Loops

Master the Critique Loop (write → critique → rewrite) and know when a looping agent outperforms a linear chain of steps.

Weekly Win

Prompt Golf

Achieve a complex, polished result with the fewest possible instructions by letting the model's internal reasoning do the heavy lifting.

Week 3: Applied Operational Workflows

Letting AI agents handle the heavy lifting of research, data, and scheduling.

Deep Research Agents

Move beyond "Search" to "Synthesis" — let AI browse dozens of pages and return a single, sourced, structured report.

The Content Waterfall

Turn a single talk or video into a multi-channel content strategy using a reasoning model to extract implied insights, not just surface words.

The Meeting & Inbox Autopilot

Set up agents to summarise email threads, find action items, and draft replies that match your writing style.

The "Non-Technical" Analyst

Upload a CSV and let AI find outliers, group patterns, and explain financial anomalies in plain English — without opening Excel.

"Computer Use" & Agentic Browsing

Ask a web-browsing agent to scan competitor sites and return a structured comparison — without you opening a single tab.

Weekly Win

The Automated Hour

Use a Deep Research Loop to finish a 1-hour project in under 10 minutes. Deliverable: a side-by-side "How I used to do it vs. How the Agent did it" comparison.

Week 4: Verification, Safety & The Operations Manual

Ensuring accuracy and privacy in an automated world.

The Fact Audit

Ground AI in real sources, verify citations, and practice the "You are hallucinating — check again" correction technique.

The Privacy Protocol

Sanitize data before analysis and protect your company's professional secrets by turning off training data sharing in settings.

The Unified Brain (MCP)

A plain-English look at how your AI can safely "read" your Google Drive, Slack, or Notion without exposing private data.

Ethics & Bias

Surface demographic bias in AI outputs and experiment with counter-prompts that actively override stereotyped defaults.

The AI Operations Manual

Design your personal SOP — which tools to use, 3 Golden CO-STAR prompts, and your privacy & verification checklist.