---
title: AI Fluency Score
description: Measure how effectively you collaborate with Claude Code agents.
---

The AI Fluency Score (0–100) measures how effectively you work with AI coding agents. It's a composite metric derived from session patterns, not a simple token count.

## What it measures

The score combines multiple signals:
- **Session efficiency** — cost per meaningful outcome (commits, files changed)
- **Cache utilization** — how well you leverage prompt caching
- **Session patterns** — consistent, focused sessions score higher
- **Recovery rate** — how quickly errors are resolved

## Interpreting your score

| Range | Level | Description |
|-------|-------|-------------|
| 0–39 | Beginner | Learning to work with AI agents effectively |
| 40–59 | Developing | Good fundamentals, room to optimize |
| 60–79 | Proficient | Consistent, effective AI collaboration |
| 80–100 | Expert | Highly optimized AI-first workflow |

## Improving your score

- **Keep sessions focused** — one task per session is more efficient than context-switching
- **Reuse context** — start sessions from the same project to maximize cache hits
- **Review tool calls** — unnecessary tool calls increase cost without outcomes

## Plugin access

After [installing the plugin](/docs/guides/plugin/), ask Claude Code directly:

```
"What's my AI Fluency Score?"
→ Uses get_fluency_score tool automatically
```
