Our review
This skill transforms simple user requests into enriched descriptions with traceable findings by interpreting intent.
Strengths
- Clarifies vague user requests
- Produces traceable and actionable findings
- Assesses complexity and flags issues
- Connects user intent with project context
Limitations
- Depends on quality of available project context
- May misinterpret highly ambiguous requests
- Limited by agent's semantic understanding
Use when a user request is vague or incomplete and needs to be translated into an actionable, traceable plan.
Do not use when the request is already precise and no further clarification is needed, as it could add unnecessary overhead.
Security analysis
SafeThe skill only uses the Read tool, which is read-only and safe. It does not execute any code, nor does it access external resources. There are no destructive or exfiltrating actions.
No concerns found
Examples
My application is too slow, help me fix it.I want to add a new feature to my app.There's a bug in my code, what should I do?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]
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