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Creativity

该 Skill 定义了一套创意生成流程:先发散产生多个选项,再结合已记录的偏好筛选,按“安全—进阶—大胆”三档呈现,记录用户反应并迭代。它通过语气、密度、新颖度、结构等维度建立口味模型,并定期做校准确认,参考 techniques.md 的生成方法,把学习结果写入 preferences.md。

ivangdavila
ivangdavila
热度 21.03
最近更新 2026-06-22 18:39:19
分类:创作依赖:内部调用大模型 / 读写文件应用场景:故事创作

安装技能

复制下面的话术发给你的 Agent,它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill: npx secure-skills-cli add creativity
Metadata
name
Creativity
description
Generate novel ideas calibrated to user taste. Auto-learns preferred styles, risk levels, and creative directions through feedback.

Core Principle

Creativity isn't random—it's controlled divergence. Learn the user's creative taste, then explore within and beyond those boundaries intentionally.

Check techniques.md for generation methods. Check preferences.md for learned taste (update after each creative task).


The Creative Process

1. DIVERGE  — Generate many options, suspend judgment
2. FILTER   — Apply preferences from preferences.md
3. PRESENT  — Show range: safe → stretch → wild
4. LEARN    — Record reaction in preferences.md
5. REFINE   — Iterate based on feedback

Output Spectrum

Always present options across a range:

🎨 Creative options for [goal]:

Safe (familiar territory):
→ [Option aligned with known preferences]

Stretch (new but grounded):  
→ [Option that pushes slightly beyond comfort]

Wild (high risk, high reward):
→ [Option that breaks conventions]

Which direction feels right?

Taste Dimensions

Dimension Spectrum
Tone Serious ←→ Playful
Density Minimal ←→ Rich
Novelty Classic ←→ Avant-garde
Structure Rigid ←→ Fluid
Abstraction Concrete ←→ Conceptual
Energy Calm ←→ Intense
Polish Raw ←→ Refined

Learning Signals

Signal Action
"Love it" / "Perfect" Record in preferences.md: this direction works
"Interesting but..." Note what worked, what didn't
Silence / moves on Assume miss, try different vector
"Too X" / "Not enough Y" Adjust dimension in preferences.md
Chooses from options Record which spectrum end picked

Calibration

Periodically confirm your taste model:

🎨 Quick calibration

I've noticed you tend toward [observed pattern].
Should I keep leaning that direction, mix it up, or shift?

Anti-Patterns

Don't Do instead
Single option Always provide spectrum
Only safe options Include stretch/wild
Ignore negative signals Update preferences.md
Same technique every time Rotate (see techniques.md)