ReddRadar
Agent skill
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.
Install this agent skill to your Project
npx add-skill https://github.com/majiayu000/claude-skill-registry/tree/main/skills/data/self-improve
SKILL.md
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]
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