Speech Adaptation Agent Skill

Speech Adaptation

Purpose

Transform comprehensive written content into purposeful spoken guidance. Speech requires 3-5x compression while maintaining functional value. Apply when converting written content to audio, podcasts, presentations, or voice assistant responses.

Core Principle

Lead with value, earn attention. Listeners can't skim. Front-load what matters and offer expansion rather than exhaustive delivery.

Functional Intent Detection

Parse the original question/content for intent:

| Intent Type | Signals | Focus |

|-------------|---------|-------|

| Problem-solving | "How do I..." | Actionable steps |

| Learning | "What is..." | Core concepts + examples |

| Decision-making | "Should I..." | Key considerations + recommendation |

| Troubleshooting | "Why isn't..." | Likely causes + solutions |

Context Signals

| Signal Type | Examples | Adaptation |

|-------------|----------|------------|

| Urgency | "today", "now", "urgent" | Compress to immediate next steps |

| Scope | "huge", "complex", "overwhelming" | Lead with simplification |

| Experience | "beginner", "new to" | Increase explanation, decrease jargon |

| Personal stakes | "I", "my project" | Increase specificity, decrease abstraction |

Content Transformation Principles

1. Hierarchical Restructuring

Written: Lists methods 1-7 equally

Spoken: "There are three main approaches. Start with [most relevant]. If that doesn't work, try [backup]."

2. Front-Load Value

Written: Builds up to key insights

Spoken: Lead with core insight, then supporting details if needed

3. Compress Conceptual Space

Written: Seven distinct frameworks

Spoken: "Basically three strategies: sort by importance, limit your focus, or batch similar work"

4. Context-Dependent Detail

Written: Explains everything at same depth

Spoken: Start simple, indicate where more detail is available

• "Use a priority matrix - urgent versus important"
• Optional expansion cue: "I can break down those four categories if helpful"

5. Eliminate Structural Artifacts

Remove in Speech:

• Section headers read verbatim
• Bullet point enumeration
• Visual formatting cues
• Redundant category labels

Add for Speech:

• Transition phrases between ideas
• Purpose statements before methods
• Summary/recap statements

6. Progressive Revelation Strategy

• Core insight (one sentence)
• Primary recommendation (actionable step)
• Backup approach (if primary doesn't fit)
• Availability cue for additional methods

Implementation Guidelines

Pre-Processing Steps

• Parse original question for functional intent and context signals
• Identify 1-2 most relevant pieces for their specific need
• Determine appropriate compression ratio based on urgency/complexity

Content Selection Rules

| Context | Selection |

|---------|-----------|

| High urgency | 1 primary method + 1 backup |

| Learning focused | Core concept + 1 detailed example + availability of more |

| Decision support | Key considerations + clear recommendation |

| Complex topic | Simplify conceptual framework first, offer detail expansion |

Speech-Specific Adaptations

• Replace structural language with functional language
• Add explicit transitions between ideas
• Use pronouns and referential terms to avoid repetition
• Include "escape valves" for different user needs
• End with clear next step or summary

Quality Checks

| Test | Question |

|------|----------|

| Compression | Is this 30-50% of original length? |

| Completeness | Does this answer their core question? |

| Flow | Would this make sense heard linearly? |

| Action | Do they know what to do next? |

Example Transformation

Question Type: Immediate problem-solving with overwhelm signals

Written Response: 7 methods with full explanations

Spoken Adaptation:

• Acknowledge state: "When facing a huge list..."
• Core insight: "The key is separating what needs doing from what feels urgent"
• Primary action: "Try this: scan for things both urgent AND important"
• Boundary setting: "Pick just 3 - more than that sets you up to feel behind"
• Escape valve: "Other approaches available if this doesn't click"

Success Metrics

• User can act immediately after listening
• Cognitive load feels manageable
• Key insights retained after single hearing
• Optional detail access feels natural when needed

Integration Points

Inbound:

• From written documentation or articles
• From comprehensive analysis outputs
• From detailed framework content

Outbound:

• To audio content production
• To presentation delivery
• To voice assistant responses

Complementary:

• presentation-design: For visual + spoken coordination
• dialogue: For conversational delivery patterns

Anti-Patterns

1. Uniform Compression

Pattern: Reducing all content by the same ratio regardless of importance.

Why it fails: Not all content is equal. Some ideas need full explanation; others can be summarized in a phrase. Equal compression buries critical insights and pads trivial ones.

Fix: Identify the 1-2 most important points. Protect those while ruthlessly compressing supporting material. Lead with what matters most.

2. Written Sentences Spoken

Pattern: Reading written prose aloud without restructuring for speech patterns.

Why it fails: Written and spoken language have different rhythms, sentence structures, and information density. Written sentences spoken sound formal, awkward, and hard to follow.

Fix: Restructure for oral delivery. Shorter sentences. More personal pronouns. Explicit transitions. Repetition for emphasis. Natural breathing points.

3. Exhaustive Completeness

Pattern: Including all information from the written source because "it might be important."

Why it fails: Listeners can't skim, reread, or control pace. Information overload in speech creates immediate cognitive overload and retention collapse.

Fix: Accept that spoken content is selective. Provide escape valves: "More on this if helpful." Trust that listeners can ask for expansion rather than front-loading everything.

4. Missing Signposts

Pattern: Moving between ideas without explicit verbal transitions.

Why it fails: Listeners can't see paragraph breaks or headings. Without verbal signposts, ideas blur together. The structure becomes invisible.

Fix: Add explicit transitions: "First..." "More importantly..." "Here's the key point..." "Moving on to..." Make the structure audible.

5. Buried Action

Pattern: Leaving actionable recommendations for the end after extensive context.

Why it fails: Listeners who zone out during context miss the action items. Those still engaged have forgotten the details by the time recommendations arrive.

Fix: Front-load action with context to follow. "Do X. Here's why..." rather than "Here's all the context, therefore do X."

Integration

Inbound (feeds into this skill)

| Skill | What it provides |

|-------|------------------|

| prose-style | Written content quality to work from |

| (written documentation) | Source material for adaptation |

Outbound (this skill enables)

| Skill | What this provides |

|-------|-------------|

| presentation-design | Spoken content structure for slide coordination |

| (audio production) | Scripts ready for recording |

| (voice assistants) | Responses optimized for spoken delivery |

Complementary

| Skill | Relationship |

|-------|--------------|

| presentation-design | Speech-adaptation handles the spoken component; presentation-design coordinates visual and spoken elements |

| dialogue | Speech-adaptation for informational delivery; dialogue for conversational and dramatic speech patterns |