Capability Evolver
Dynamically adjusts AI model parameters for optimal performance across tasks – boosting efficiency and adapting to evolving needs.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add capability-evolver npx -- -y @trustedskills/capability-evolver
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"capability-evolver": {
"command": "npx",
"args": [
"-y",
"@trustedskills/capability-evolver"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
The capability-evolver skill refines and expands the capabilities of AI agents. It can take an existing set of abilities and suggest improvements, modifications, or entirely new functionalities based on a given goal. The tool aims to optimize agent performance by iteratively enhancing its skillset.
When to use it
- Improving Agent Performance: When an AI agent isn't achieving desired outcomes, this skill can help identify areas for improvement in its capabilities.
- Exploring New Functionality: To brainstorm and develop new abilities for an agent beyond its current limitations.
- Adapting to Changing Requirements: When a project’s needs evolve, use this skill to adjust the agent's skillset accordingly.
- Optimizing Existing Abilities: Refine existing skills to make them more efficient or effective in specific scenarios.
Key capabilities
- Suggests improvements to existing AI agent abilities.
- Proposes new functionalities for agents.
- Iteratively enhances skillsets based on goals.
- Optimizes agent performance through ability refinement.
Example prompts
- "The agent struggles with complex negotiation scenarios. Suggest ways to improve its bargaining skills."
- "How can I add the ability for the agent to generate creative content, like poems or scripts?"
- "This agent is good at data analysis but needs to present findings effectively. What capabilities should I add?"
Tips & gotchas
The effectiveness of this skill depends on clearly defining the desired goals and providing sufficient context about the existing agent's abilities. Vague requests may yield less useful suggestions.
Tags
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Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
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Passed automated security scans.