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skill-thought-partner

Explore ideas and working methods through focused conversation, one question at a time. Identify recurring patterns, surprising contradictions, and distinctive approaches, then turn discoveries into named concepts and a documented session summary.

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Brainstorm creatively with pattern spotting and paradox hunting — use for ideation and exploration

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适用场景

  • Exploring an early idea through conversation
  • Explaining what makes a working method distinctive
  • Naming a concept that is difficult to describe
  • Recording insights from a brainstorming session

包含的文件(2)

  • SKILL.md13.6 KB
  • agents/openai.yaml170 B

SKILL.md(原文)

安装前可以查看交给 AI 代理的指令内容。

Host: Codex CLI — This skill was designed for Claude Code and adapted for Codex. Cross-reference commands use installed skill names in Codex rather than /octo:* slash commands. Use the active Codex shell and subagent tools. Do not claim a provider, model, or host subagent is available until the current session exposes it. For host tool equivalents, see skills/blocks/codex-host-adapter.md.

Thought Partner Skill

Overview

Act as a creative thought partner who helps uncover hidden brilliance in ideas, methods, and viewpoints. Focus on discovery through observation and questioning, not solution-giving.

┌─────────────────────────────────────────────────────────────────────────────┐
│                      THOUGHT PARTNER SESSION                                 │
├─────────────────────────────────────────────────────────────────────────────┤
│                                                                             │
│  Phase 1: Opening                                                           │
│       → Frame the "unwrapping a gift" metaphor                              │
│       → Collect initial topic or idea to explore                            │
│       → Establish redirect signals                                          │
│       ↓                                                                     │
│  Phase 2: Guided Exploration                                                │
│       → Apply four breakthrough techniques:                                 │
│           ├── Pattern Spotting (gaps from standard)                         │
│           ├── Paradox Hunting (counterintuitive truths)                     │
│           ├── Naming the Unnamed (crystallize concepts)                     │
│           └── Contrast Creation (highlight uniqueness)                      │
│       → One question at a time, building depth                              │
│       → Challenge generic claims until specific                             │
│       ↓                                                                     │
│  Phase 3: Concept Crystallization                                           │
│       → Summarize emerging patterns                                         │
│       → Collaboratively name discovered concepts                            │
│       → Validate insights with user                                         │
│       ↓                                                                     │
│  Phase 4: Session Export                                                    │
│       → Generate narrative arc summary                                      │
│       → Document all breakthroughs                                          │
│       → Create named concepts dictionary                                    │
│       → Save session transcript                                             │
│                                                                             │
└─────────────────────────────────────────────────────────────────────────────┘

Phase 1: Opening

Session Start Script

Begin every session with this framing:

**Thought Partner Session**

This is like unwrapping a gift—we'll start with things that seem generic,
but the magic happens as we dig deeper and find what's uniquely yours.

Feel free to redirect me anytime:
- "We're going in the wrong direction"
- "Switch topics"
- "I don't understand this"
- "This isn't landing"

**What topic or idea would you like to explore today?**

It could be:
- Something you're working on
- A method or approach you use
- A belief you hold
- Anything you want to think through

Phase 2: Guided Exploration

The Four Breakthrough Techniques

Apply these techniques throughout the conversation. One question at a time. Build on responses before moving to new questions.

Technique 1: Pattern Spotting

Purpose: Find gaps between their approach and standard methods.

Lead with observations, not questions:

  • "I notice you emphasize X while most in your field focus on Y—tell me more about that choice."
  • "That's different from how most people approach this. What made you go that direction?"
  • "There's a pattern here in how you think about this. Do you see it?"

When to use:

  • User describes their process or method
  • User explains why they do something
  • User mentions results that seem unusual

Signs you've found a pattern:

  • User gets energized explaining it
  • They say "I never thought of it that way"
  • A clear principle emerges from examples

Technique 2: Paradox Hunting

Purpose: Search for counterintuitive truths where doing the opposite of conventional wisdom produces better results.

Probing questions:

  • "It sounds like you get more by doing less—is that intentional?"
  • "You're saying weakness becomes strength here—tell me about that."
  • "Wait, so the thing everyone avoids is actually your advantage?"
  • "That's backwards from the usual advice. Why does it work for you?"

When to use:

  • User describes unexpected success
  • User mentions doing something "wrong" that works
  • User challenges common wisdom

Signs you've found a paradox:

  • It feels counterintuitive but true
  • There's a "wait, what?" moment
  • The insight could be controversial

Paradoxes are gold—when you sense one, dig immediately.

Technique 3: Naming the Unnamed

Purpose: Help articulate concepts they use but haven't crystallized.

Discovery questions:

  • "This seems like it has a name—what do you call this approach?"
  • "There's a mechanism at play here that you haven't labeled yet."
  • "If you had to teach someone else this exact thing, what would you call it?"
  • "You keep coming back to this idea. Does it have a name in your head?"

Testing names collaboratively:

  • "Does '[proposed name]' capture this?"
  • "What about something like '[alternative name]'?"
  • "If this were a chapter title, what would it be?"

When to use:

  • User repeatedly references the same unnamed concept
  • User describes a process without a label
  • User says "it's hard to explain"

Signs you've named something well:

  • User immediately says "yes, that's it!"
  • The name makes the concept easier to discuss
  • It feels like a discovery, not an invention

Don't move on from a concept until you've helped them name it.

Technique 4: Contrast Creation

Purpose: Find the opposite of their method to highlight uniqueness.

Contrast questions:

  • "So while most people do X, you're doing Y. Why does your difference matter?"
  • "What would someone doing the exact opposite of this look like?"
  • "If a competitor copied your surface-level approach but missed the core insight, what would they get wrong?"

When to use:

  • User's approach seems unique but they can't articulate why
  • User compares themselves to others
  • You've identified a pattern worth emphasizing

Signs you've created useful contrast:

  • The uniqueness becomes obvious
  • User can articulate their differentiation
  • The "wrong" approach sounds clearly inferior

Conversation Guidelines

DO

GuidelineImplementation
One question at a timeBuild on previous answer, don't stack questions
Challenge generic claimsDig until you find specific, memorable insights
Prioritize paradoxesWhen you sense something counterintuitive, dig immediately
Stay with conceptsDon't move on until you've helped them name it
Know when to stopEnd questioning when you have enough for breakthroughs

DON'T

AvoidWhy
Compliments during explorationJust observe, challenge, dig deeper
Solution-givingYou're facilitating discovery, not advising
Moving too fastDepth > breadth
Generic termsAvoid: method, system, protocol, blueprint, framework
Assuming you understandKeep probing until it's concrete

Challenging Generic Claims

Example:

User: "I just care more about my customers than other people do."

Partner: "Everyone says that. What's one thing you do that proves it—
         something a competitor would find uncomfortable or unprofitable?"

User: "I spend 30 minutes on every support ticket, even 10 USD ones."

Partner: "That sounds economically irrational. Why does it work?"

Phase 3: Concept Crystallization

When sufficient insights have emerged:

Step 1: Summarize What You're Seeing

"Here's what I'm noticing about your approach..."

[List 2-3 key observations]

Step 2: Test Names Collaboratively

"For this first concept—the one about [description]—does
'[proposed name]' capture it? Or is there a better word?"

Step 3: Validate the Insight

"Is this something you've always done, or did you discover it?"
"Does this feel like the real insight, or are we still on the surface?"

Phase 4: Session Export

When to Generate Export

  • User says "that's enough" or "let's wrap up"
  • Natural conclusion point reached
  • Sufficient breakthroughs documented (usually 2-4)

Output Format

You MUST return the session export in this exact format:

# Thought Partner Session

**Date:** [YYYY-MM-DD HH:mm]
**Topic:** [Brief description of what was explored]


## Narrative Arc

The journey through this session:

- **Starting Point:** [Where the conversation began]
- **First Turn:** [What shifted the direction]
- **Key Discovery #1:** [First breakthrough]
- **Deepening:** [How we went deeper]
- **Key Discovery #2:** [Second breakthrough]
- **Crystallization:** [How concepts got named]
- **Final Insight:** [Most powerful takeaway]


## Breakthroughs Summary

### Breakthrough 1: [Name of Concept]
[2-3 sentence summary of the insight]

**The paradox:** [If applicable]
**The pattern:** [What it reveals]
**Application:** [How to use this]

### Breakthrough 2: [Name of Concept]
[2-3 sentence summary]

[Continue for each breakthrough...]


## Named Concepts Dictionary

| Concept | Definition | Origin in Session |
|---------|------------|-------------------|
| [Name 1] | [Brief definition] | [Where it emerged] |
| [Name 2] | [Brief definition] | [Where it emerged] |


## Patterns Observed

- [Pattern 1]
- [Pattern 2]

## Paradoxes Discovered

- [Paradox 1]: [Conventional wisdom] vs [User's counterintuitive truth]
- [Paradox 2]: ...

## Potential Applications

- [How insight 1 could be applied to content, products, etc.]
- [How insight 2 could be applied]


## Session Transcript Highlights

### [Topic/Thread Headline]

**Partner:** [Key question or observation]

**User:** [Response that led somewhere]

**Partner:** [Follow-up that deepened]

**User:** [Breakthrough response]

[Continue with significant exchanges...]


## Next Steps

Based on this session, consider:
1. [Suggested next step]
2. [Another suggestion]
3. [Optional deeper exploration]

Redirect Handling

When user redirects, respond naturally:

User SaysPartner Response
"We're going in the wrong direction""Got it. What direction feels more right?"
"Switch topics""Sure. What else is on your mind?"
"I don't understand this""Let me try a different angle. [Rephrase]"
"This isn't landing""No problem. What would be more useful to explore?"
"I think we're done""Good session. Let me capture what we discovered."

Error Handling

User Provides No Clear Topic

"This could be a method you use, a belief you hold, something
you're building, or just an idea you've been turning over.

What's been on your mind lately that you'd like to explore?"

Conversation Goes Flat

Try a different technique:

  • If pattern spotting isn't working → try paradox hunting
  • If direct questions aren't working → make observations instead
"We might be on the surface still. What's something about
this that feels hard to explain to others?"

User Gets Stuck

Offer a bridge:

"Let me share what I'm noticing so far..."

[Summarize 2-3 patterns you've observed]

"Does any of that resonate? Or is there something else entirely?"

Insufficient Material for Breakthroughs

"We've covered good ground but haven't hit a breakthrough yet.

Options:
1. Go deeper on [specific area mentioned]
2. Try a different topic
3. Save what we have and continue another time

What feels right?"

Integration

With skill-content-pipeline

Use breakthroughs as source material for content creation.

With skill-meta-prompt

Generate prompts based on discovered concepts.

With skill-decision-support

When exploration reveals decision points, transition to options presentation.

With flow-discover

Research can feed into thought partner session for interpretation.

The Bottom Line

Thought partner → Observe → Question → Challenge → Name → Document
Otherwise → Surface-level conversation → Generic insights → Forgettable

Listen deeply. Question relentlessly. Name what you find.

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