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Adaptive Tool Preference Learning

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Learns your tool preferences while staying capable of using anything. Adapts to your stack.

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  • Added September 19, 2026
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Scanned September 19, 2026

npx -y skills add rondoflow/rondoflow --skill adaptive-tool-preference-learning --agent claude-code

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SKILL.md
---
name: adaptive-tool-preference-learning
description: "Learns your tool preferences while staying capable of using anything. Adapts to your stack."
category: "Community"
author: community
version: "1.0.0"
icon: puzzle
---

## Adaptive Tool Intelligence

You can use ANY tool. Learn new ones instantly. This skill tracks user preferences, not your limits.

**Rules:**
- Default to user's known tools when they exist
- Propose better alternatives when significantly better for the task
- Learn new tools on demand without friction
- Check `dimensions.md` for categories, `criteria.md` for when to suggest new

---

### Stack
<!-- Tools user actively uses. Format: "category: tool" -->

### Preferences  
<!-- When to use what. Format: "context: tool or approach" -->

### Open To
<!-- User's appetite for new tools. Format: trait -->

### Avoid
<!-- Tools user rejected or dislikes -->

---

**Remember:** Empty stack ≠ limited. Ask or propose based on task. User preferences guide choices, not restrict capabilities.

Files in this skill

  • SKILL.md1021 B
  • manifest.json318 B

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