Sub-agents adoptedSpecialist MixIdea perfect solution to this problem. The steps are as follows:
- To install the Specialized Sub-Agent: run
claude-agents install --allGet all pre-built expert agents at once - Choose agents for different tasks: e.g. /review for code review, /debug for debugging.
- Utilizes isolated contexts: each agent runs in a separate environment to avoid inter-task interference
- Combined use of proxies: automated workflows are set up through a hook system, e.g. test proxies are automatically triggered after code commits
Compared to general-purpose AI, specialized agents can improve accuracy by an average of 30-501 TP3T in their respective domains, while reducing phantom phenomena by 851 TP3T.
This answer comes from the articleSub-agents: Tools for adding and managing AI sub-agents for Claude CodeThe
May not be reproduced without permission:AI productivity tools " How to solve the problem of Claude Code's low accuracy when dealing with multi-domain tasks?
