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]