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Adaptive Tool Preference Learning

ASecurity

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

19 stars
0 votes
0 copies
1 views
Added 9/19/2026
ai-agentsgo

Security Analysis

A100/100

Scanned 9/19/2026

Install to Claude Code

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

Installs into .claude/skills of the current project.

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Files
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.

Attribution

rondoflowrondoflow
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