self-improve

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

$ Installieren

git clone https://github.com/petbrains/mvp-builder /tmp/mvp-builder && cp -r /tmp/mvp-builder/.claude/skills/self-improve ~/.claude/skills/mvp-builder

// tip: Run this command in your terminal to install the skill

SKILL.md

View on GitHub →

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]