speech-adaptation（言语适应）

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:

Context Signals

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

1. Core insight (one sentence)
2. Primary recommendation (actionable step)
3. Backup approach (if primary doesn't fit)
4. Availability cue for additional methods

Implementation Guidelines

Pre-Processing Steps

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

Content Selection Rules

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

Example Transformation

Question Type: Immediate problem-solving with overwhelm signals

Written Response: 7 methods with full explanations

Spoken Adaptation:

1. Acknowledge state: "When facing a huge list..."
2. Core insight: "The key is separating what needs doing from what feels urgent"
3. Primary action: "Try this: scan for things both urgent AND important"
4. Boundary setting: "Pick just 3 - more than that sets you up to feel behind"
5. 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)

Outbound (this skill enables)

Complementary