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Free-form optimization algorithm for agent orchestration mode: the conversational agent owns the whole search — reading a digest, proposing big coherent capability edits against failure-cluster hypotheses, probing only missing cells, promoting or pruning on a posterior, merging complementary branches, and sealing test once. Use when orchestration_mode is agent and algorithm_skill is agent-optimize. For a deterministic loop use hill-climb, gepa or skillopt instead.

Install

npx skills add skillberry-ai/cap-evolve --skill agent-optimize -a claude-code

Installs to .claude/skills/agent-optimize/ · Each command fetches the skill straight from GitHub with the open skills CLI.

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