Walk-and-Talk Skill

Purpose: Create talking guides for insight elicitation during physical walks.

When to Use

You need human insight that benefits from embodied cognition
The topic requires reflective thinking, not rapid back-and-forth
Sequential exploration serves better than parallel
You want to extract tacit knowledge the human may not know they have

Core Principle

Design for the walking human, not the reading human.

A person on a walk:

Reads in glances (phone screen, limited attention)
Can't hold complex structures in memory
Processes sequentially and forgets earlier sections
Speaks thoughts aloud (voice recording)
Has unlimited time to think
Benefits from physical movement (cognition improves)

The guide must work within these constraints.

Guide Structure

1. The Question (Top)

One clear question that serves as lens for the entire walk. This question:

Fits on one screen
Is memorable enough to hold loosely while walking
Frames what kind of thinking you want
Can be returned to if they lose the thread

Example:

"For each phase of the ceremony, what context does it actually need—no more, no less?"

2. The Walk-Through (Body)

Sequential sections that:

Can be read independently (don't require remembering prior sections)
Trigger thinking rather than require processing
Are concise but substantial enough to ground reflection
Include just enough context to orient, not so much it overwhelms

Each section pattern:

## [Section Name]

[2-3 sentences: What this is, what happens here]

[1 sentence: The specific trigger for their thinking]

[Optional: A concrete detail that grounds the abstraction]

3. Closing Nudge (Bottom)

Brief prompt to capture anything that emerged across the whole walk. Often surfaces insights that don't fit neatly into any section.

Writing Principles

Concision Over Completeness

Every word costs attention. Cut ruthlessly. If they need more context, they'll ask in the recording.

Trigger, Don't Specify

Your job is to trigger their thinking, not direct it. "What does this phase need?" beats "Consider whether this phase needs X, Y, or Z."

Ground Abstractions

One concrete example anchors understanding better than three abstract sentences.

Sequential Independence

They will forget earlier sections. Each section must stand alone. Repeat critical context if needed.

Leave Space

The human's insight is the point. Don't fill all the space with your thinking. Ask, orient, step back.

Anti-Patterns

Anti-Pattern	Problem	Fix
Complex instructions	Can't follow while walking	Simplify to single actions
Multiple questions per section	Cognitive overload	One trigger per section
Dense paragraphs	Can't read in glances	Short paragraphs, whitespace
Assuming memory	They forgot section 2 by section 5	Each section self-contained
Over-specifying	Constrains their thinking	Trigger and step back
Abstract throughout	Nothing to anchor on	Ground with concrete examples

Output Format Awareness

The human will produce a voice recording, which becomes a transcription. Design for this:

Sections that invite spoken response
Space for tangents (they may be the insight)
No need for them to "answer" formally—stream of consciousness is fine

Example: Ceremony Context Optimization

Question:

For each phase of the ceremony, what context does it actually need to do its job—no more, no less?

Section pattern:

## Phase 0-pre: Remember & Inherit

This happens BEFORE the goal is known. Claude recalls identity 
(Sutras) and scans recent sessions for continuity.

Currently loads: Full Sutras read, 5 complete session files.

What does this phase actually need, given the goal isn't known yet?

Why this works:

States what the phase does (orients)
Notes goal-awareness (critical context)
States current behavior (grounds in reality)
Single trigger question (invites thinking)

The Gratitude Test

Before finalizing, ask: Would the walking human thank me for this guide?

Too long? They'll stop reading.
Too complex? They'll get frustrated.
Too vague? They won't know what to think about.
Too directive? You'll get your thoughts back, not theirs.

The guide serves the walk. The walk serves the insight. The insight serves the work.

walk-and-talk