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skillberry-ai/cap-evolve

Optimize any AI agent’s skills, tools/MCP, and prompts against your own evals.

This repository also configures its own agents. See what cap-evolve tells them →

Open on GitHub skillberry-ai.github.io
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cap-evolve

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skillberry-ai/cap-evolve

Plugin Claude Code

Bundles 2 agents, 5 hooks · 159 tokens together

Optimize AI-agent capabilities (skills, tools/MCP, prompts, system prompts) against your eval, honestly. Skills-native and host-agnostic, with honest train/val/test discipline (sealed test, val-only gate) enforced by core-owned hooks. Exposes every phase/algorithm/capability/optimizer/orchestrate skill as a…

not rated 65 today A tokens not measured original Apache-2.0