Kaizen
Kaizen refines prompts iteratively for optimal results – boosting clarity and effectiveness in your AI interactions.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add hainamchung-kaizen npx -- -y @trustedskills/hainamchung-kaizen
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"hainamchung-kaizen": {
"command": "npx",
"args": [
"-y",
"@trustedskills/hainamchung-kaizen"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
The Kaizen skill helps AI agents iteratively improve outputs through a cycle of feedback and refinement. It allows users to provide specific instructions on how to adjust previous responses, leading to increasingly better results over multiple turns. This focuses the agent’s efforts on targeted improvements rather than requiring complete re-generation.
When to use it
- Complex tasks: When generating content like code, reports, or creative writing where initial outputs require nuanced adjustments.
- Refining drafts: To progressively improve a document or piece of work through iterative feedback loops.
- Learning from mistakes: When the agent makes errors and you want to guide it towards correct solutions step-by-step.
- Personalized content: When tailoring outputs to specific preferences that are difficult to express in initial prompts.
Key capabilities
- Iterative refinement of responses
- Feedback-driven adjustments
- Targeted improvement over multiple turns
- Focus on specific changes rather than full regeneration
Example prompts
- "Kaizen: The previous response was too formal; make it more conversational."
- "Kaizen: In the last draft, please shorten paragraph 3 and clarify the connection to point A."
- "Kaizen: The code generated has a bug. Fix line 12, which is causing an index out of bounds error."
Tips & gotchas
To get the most from Kaizen, be as specific as possible with your feedback instructions. Vague requests will likely lead to unsatisfactory results; detailed guidance helps the agent understand precisely what needs adjustment.
Tags
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Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
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