Foundations of Prompting
Module 01
The vocabulary, structure, and intent behind every prompt that produces reliable output. The grammar your future self wishes you'd learned on day one.
- What a prompt actually is
- The four-part prompt anatomy
- Specificity and constraint
- Role and audience definition
- Examples and edge cases
- Failure modes you'll recognize
- Building your first reusable prompt
Prompt Architecture
Module 02
System prompts, role assignment, and the three-layer structure for repeatable, business-grade results. Why the order of your instructions matters more than their content.
- System vs. user prompts
- Role assignment patterns
- The three-layer structure
- Output formatting controls
- Chaining and composition
- Versioning and iteration
Business Applications
Module 03
Investor memos, sales playbooks, strategic briefs, client deliverables. Real templates pulled from working operators, with the prompts that built them.
- Investor and board memos
- Sales playbook generation
- Strategic briefs and one-pagers
- Client deliverables
- Internal documentation
- Hiring and review docs
- The reusable business library
Workflow Integration
Module 04
Embedding AI into the calendar, the inbox, and the deliverable. Where it belongs, and where it doesn't. The discipline of when to reach for AI.
- The inbox: drafts, replies, and triage
- The calendar: prep and recap
- The deliverable: drafts to polish
- Knowing when not to use AI
- Auditing your AI workflow
Prompt Libraries & Reuse
Module 05
How professionals build, version, and share the prompts that earn their keep. Turning one-off wins into compound advantage over months and years.
- What belongs in a library
- Naming and taxonomy
- Versioning and rollback
- Sharing across a team
- The library audit
Turning a personal capability into something the organization can adopt and audit. The change management that actually works.
- Reading the room: who is ready
- The pilot, the pattern, the standard
- Review processes that don't burn out
- Measuring the work, not the tool
- When to hire a prompting role
The capstone. Using AI as durable advantage, not a productivity novelty. The questions you should be asking that most of your competitors aren't.
- AI moats and AI mirages
- What actually compounds
- Building your strategic prompt set
- The next twelve months