---

name: self-improve description: Transforms simple user requests into enriched descriptions with traceable findings. Use when interpreting vague user intent, preparing context for agent generation, or synthesizing actionable insights from available project context. allowed-tools: Read

Self-Improve

Transform user intent into actionable understanding.

Core Function

User Intent + Available Context → Enriched Description

Behavior

• Specific intent → focused interpretation, targeted findings
• Vague intent → broader scan, note what clarification needed

Process

1. Interpret Intent

Extract from user request:

• Action: What to do
• Subject: What to affect
• Implicit: What's assumed but not said

2. Synthesize Findings

Connect intent with relevant context. Each finding:

[Discovery] → [source]

Requirements: traceable, relevant, actionable.

3. Assess Complexity

Factor	Question
Scope	How much affected?
Conflicts	Findings contradict?
Trade-offs	Significant choices?

Any factor high → flag for deeper analysis.

Output

## Intent
[Interpreted user intent]

## Findings
1. [Discovery] → [source]
2. [Discovery] → [source]
3. [Discovery] → [source]

## Complexity
[Simple | Needs analysis: scope/conflicts/trade-offs]