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Install in OpenClaw
/install creativity
Description
Generate novel ideas calibrated to user taste. Auto-learns preferred styles, risk levels, and creative directions through feedback.
README (SKILL.md)
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) |
Usage Guidance
This skill appears to do what it says: generate ideas and keep a local preferences file to learn from feedback. Before installing, consider: (1) the source/homepage is missing — if provenance matters, ask the publisher for more info; (2) do not include private or sensitive data in feedback, since preferences.md is persisted; (3) if you prefer not to persist preferences, remove or clear preferences.md or refuse the 'learn' step; (4) periodically review or back up preferences.md to inspect what was stored. No network endpoints or credentials are requested, so the primary risk is unintentional local storage of user-provided content.
Capability Analysis
Type: OpenClaw Skill
Name: creativity
Version: 1.0.0
The skill bundle consists of markdown files providing instructions for an AI agent to generate creative ideas and learn user preferences, along with a standard metadata JSON file. All instructions are focused on the stated purpose of the 'Creativity' skill, involving internal file updates (e.g., `preferences.md`, `techniques.md`) for learning and tracking. There is no evidence of external data exfiltration, malicious command execution, persistence mechanisms, or prompt injection attempts designed to subvert the agent for harmful purposes.
Capability Assessment
Purpose & Capability
Name/description (idea generation + auto-learning) align with what's required: the skill is instruction-only and uses techniques.md and preferences.md to generate and adapt outputs. No unrelated binaries, credentials, or config paths are requested.
Instruction Scope
Runtime instructions explicitly tell the agent to read and update preferences.md after tasks — this is coherent for learning taste, but it means the skill will persist user feedback locally. The instructions do not reference any other system paths, environment variables, or external endpoints.
Install Mechanism
No install spec and no code files to write or execute. Instruction-only skills are lowest risk from an installation perspective.
Credentials
Requires no environment variables, credentials, or external service access. The only data access is to included markdown files (preferences.md, techniques.md), which is proportional to the purpose.
Persistence & Privilege
always:false (normal). The skill persists user feedback to preferences.md in the skill bundle/environment — reasonable for a learning feature, but you should be aware it will store user-provided content locally and could grow over time.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install creativity - After installation, invoke the skill by name or use
/creativity - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release
Metadata
Frequently Asked Questions
What is Creativity?
Generate novel ideas calibrated to user taste. Auto-learns preferred styles, risk levels, and creative directions through feedback. It is an AI Agent Skill for Claude Code / OpenClaw, with 1411 downloads so far.
How do I install Creativity?
Run "/install creativity" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Creativity free?
Yes, Creativity is completely free (open-source). You can download, install and use it at no cost.
Which platforms does Creativity support?
Creativity is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Creativity?
It is built and maintained by Iván (@ivangdavila); the current version is v1.0.0.
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