11 KiB
Content Creation Workshop Guide
Strategic, Multi-Model Content Generation for WDS
What Is This?
The Content Creation Workshop is a disciplined, multi-model framework for generating strategically grounded content. Instead of "blurting out versions," agents use five strategic models in sequence to create content that is:
- ✅ Strategically grounded (serves business goals)
- ✅ Awareness-appropriate (speaks to user's current understanding)
- ✅ Action-focused (enables specific user behaviors)
- ✅ Empowering (makes users feel capable)
- ✅ Structurally persuasive (WHY → HOW → WHAT flow)
When to Use
Use this workshop whenever creating:
- Page headlines and hero content
- Section content and feature descriptions
- Value propositions and benefit statements
- CTAs with strategic importance
- About/mission statements
- Landing page content
- Onboarding narratives
- Feature announcements
- Case studies and testimonials
- Any user-facing text where purpose and context matter
Skip this workshop for:
- ❌ Standard UI microcopy (form labels, generic buttons, tooltips)
- ❌ System messages (loading, generic errors, confirmations)
- ❌ Navigation labels
- ❌ Standard form instructions
- ❌ Technical documentation
- ❌ Code comments
- ❌ Internal notes
- ❌ Placeholder content during prototyping
For UI microcopy: Use Tone of Voice guidelines (defined in Product Brief)
- Form labels: "Email" vs "Email address" (tone-dependent)
- Buttons: "Submit" vs "Continue" vs "Let's go" (tone-dependent)
- Errors: "Invalid input" vs "Hmm, that doesn't look right" (tone-dependent)
- See Tone of Voice Guide
The Five-Model Framework
0. Content Purpose = The Job To Do
- Defines: WHAT must this content accomplish? HOW will we know it worked?
- Answers: What's the measurable outcome? Which models should we emphasize?
1. Trigger Map = Strategic Foundation
- Provides: Business goal, solution, user, driving forces, customer awareness positioning
- Answers: WHO are we serving? WHAT motivates them? WHERE are they in their journey?
2. Customer Awareness Cycle = Content Strategy
- Provides: Language appropriate to awareness level, information priorities, required proof
- Answers: WHAT can they understand? WHAT do they need to know? WHAT will they believe?
3. Action Mapping = Content Filter
- Provides: Required user action, relevance test
- Answers: WHAT must they DO after reading this? Is this content necessary?
4. Badass Users = Tone & Frame
- Provides: Empowerment framing, transformation narrative, cognitive load reduction
- Answers: HOW does this make them feel capable? WHAT's the "aha moment"?
5. Golden Circle = Structural Order
- Provides: WHY → HOW → WHAT sequence
- Answers: WHAT order creates the most persuasive flow?
Workshop Structure
The workshop follows 7 sequential considerations (agents can adapt flow naturally):
- Define Content Purpose - What job must this content do?
- Load Trigger Map Context - Establish strategic foundation
- Apply Customer Awareness Strategy - Determine appropriate language & information
- Define Required Action - Filter for relevance
- Frame User Empowerment - Set tone and transformation narrative
- Determine Structural Order - Sequence content for persuasion
- Generate & Review Content - Create options and select
Duration: 15-30 minutes per content section
Mode Options:
- Quick Mode: Agent synthesizes internally, presents reasoning + variants
- Workshop Mode: Collaborative conversation through each consideration
How to Use
For Agents
When you encounter content creation in a workflow:
-
Define Purpose First - "What job must this content do?"
- If user provides purpose → Use it
- If not → Ask: "What should this content accomplish?"
- Define success criteria: "How will we know it worked?"
-
Select Mode:
- Quick Mode: User says "Suggest content for "
- Synthesize all strategic considerations internally
- Present: Purpose → Reasoning → Multiple variants → Selection
- Workshop Mode: User says "Let's work through content for "
- Collaborative conversation through considerations
- Adapt flow naturally (skip/combine as appropriate)
- Quick Mode: User says "Suggest content for "
-
Check for Trigger Map - Does the current context have a Trigger Map?
- If YES → Proceed with strategic generation
- If NO → Suggest creating a Trigger Map first (route to Phase 2)
-
Execute Strategically:
- Consider all strategic layers (Trigger Map, Awareness, Action, Empowerment, Structure)
- Emphasize models based on content purpose (see Content Purpose Guide)
- Don't force rigid steps - adapt naturally
-
Present Options - Offer 2-3 variations:
- Different driving force angles (wish vs fear)
- Different awareness approaches (if uncertain)
- Different structural emphases
-
Enable Review:
- Does content achieve its stated purpose?
- Objective criteria, not "I like it"
For Designers
You control the strategic context and mode:
- Define content purpose - Be specific about what the content must accomplish
- Choose your mode:
- Need quick suggestions? → "Suggest content for this hero section"
- Want to explore together? → "Let's work through the homepage hero"
- Provide context or let agent find it (Trigger Map, page purpose, user state)
- Review against purpose - Does it do its job? (objective criteria)
- Select or refine - Choose variant or combine elements
- Iterate if needed - Purpose not achieved? Refine and regenerate
Integration Points
In Phase 4: UX Design - Sketch Review Flow
When designer presents a sketch:
- Agent identifies text elements (headlines, CTAs, sections, microcopy)
- Agent suggests purposes for each element based on:
- Position on page (hero vs. footer)
- Content type (headline vs. error message)
- Page context (landing vs. onboarding)
- Agent recommends model priorities for each purpose
- Designer confirms/refines purposes
- Agent generates content for approved purposes
- Content is documented in page specification
Granularity Options:
- Element-by-element: For critical content (hero headline, primary CTA)
- Section-level: For cohesive blocks (feature section, testimonials)
- Batch: For repetitive elements (form labels, tooltips)
Example Sketch Review:
DESIGNER: "Here's the landing page sketch [wireframe]"
AGENT: "I see several text elements. Let me suggest purposes:
📝 Hero Headline
Purpose: Hook Problem Aware users by validating frustration
Models: Customer Awareness ⭐⭐⭐, Golden Circle ⭐⭐⭐
📝 Hero Subhead
Purpose: Promise transformation, reduce anxiety
Models: Badass Users ⭐⭐, Customer Awareness ⭐⭐
📝 Feature Section (whole section)
Purpose: Show how solution works, enable understanding
Models: Action Mapping ⭐⭐⭐, Badass Users ⭐⭐
📝 CTA Button
Purpose: Make signup feel empowering and low-risk
Models: Badass Users ⭐⭐⭐, Action Mapping ⭐⭐
Does this match your intent?"
DESIGNER: "Yes, generate content"
[OR]
DESIGNER: "Make headline more fear-focused"
→ AGENT: Updates purpose, generates accordingly
In Phase 4: UX Design - Page Specifications
When creating page specifications:
- Hero sections → Purpose-driven content generation
- Key feature descriptions → Purpose-driven content generation
- CTAs and conversion points → Purpose-driven content generation
- Error/empty state messages → Purpose-driven content generation
When working with Freya:
- Freya identifies text elements in sketches
- Suggests purposes automatically
- Generates content after confirmation
- Documents everything in page specifications
In Phase 1: Product Brief (Pitch)
When creating pitch deck content:
- Problem statement → Run this workshop
- Solution description → Run this workshop
- Value propositions → Run this workshop
What You Get
For each content section:
-
Purpose Statement (what this content must do)
- Clear job definition
- Success criteria
- Model priority emphasis
-
Strategic Context Document (shows your thinking)
- Trigger Map reference
- Awareness journey map
- Action requirement
- Empowerment frame
- Structural sequence
-
Content Options (2-3 variations)
- Fully written content
- Different angles/approaches
- Rationale for each option
- Model emphasis explained
-
Selected Content (final version)
- Refined and approved
- Ready for implementation
- Traceable to strategic context
- Reviewable against purpose
Alpha Status Notice
⚠️ This workshop is in Alpha - first real-world usage pending.
What this means:
- Structure is theoretically sound but untested in practice
- Steps may need refinement based on actual usage
- Timing estimates may be inaccurate
- You may discover missing elements or unnecessary steps
Please provide feedback:
- What worked well?
- What felt clunky or unnecessary?
- What's missing?
- How could this be more efficient?
Alpha will be removed when:
- Successfully used in 3+ real projects
- Timing validated and adjusted
- Feedback integrated
- No major structural changes needed for 2 months
Files
Entry Point:
content-creation-workshop.md- Start here
Micro-Steps:
steps/workflow.md- Sequential execution guidesteps/step-00-define-purpose.mdsteps/step-01-load-trigger-map-context.mdsteps/step-02-awareness-strategy.mdsteps/step-03-action-filter.mdsteps/step-04-empowerment-frame.mdsteps/step-05-structural-order.mdsteps/step-06-generate-content.md
Output Template:
content-output.template.md- Structured output format
Related Resources
Strategic Models:
Whiteport Methods:
- Trigger Mapping Guide
- Content Purpose Guide - Start here for content effectiveness
Workflows:
Let's create strategically grounded content, not guesswork. 🎯