Claude Code Opus 4.7 Serena 최적화

[Vincent]

Opus 4.7이 나온지 오래되었는데도 Serena가 opus 4.7과 잘 맞지 않는다는 말을 이제서야 발견했습니다.

https://lnkd.in/gH3cJVCT

Attention
Recent updates to Claude Code (CC) and to the Opus line of models resulted in drastically reduced adherence to instructions pertaining to Serena’s tools.
After extensive analysis, we identified part of the reason to be very long and detailed tool descriptions for built-in tools and parts of the default system prompt. The descriptions of CC’s system tools take almost 16k tokens, cannot be adjusted by the user, and introduce a very strong bias towards internal tools, making it almost impossible to convince Opus 4.7 to use Serena.
As a workaround, we crafted a system prompt that counteracts this bias. When using Serena, we highly recommend that you start CC as
claude --system-prompt=“$(serena prompts print-cc-system-prompt-override)”
You can also consider adding the content of serena cc-system-prompt-override to your CLAUDE.md files, but the effect be insufficient for counteracting Claude Code’s bias towards internal tools.

---

claude code plugin에 serena가 올라온 이후로 claude code의 plugin을 다운받아서 사용했고, 기존에 별도로 serena mcp를 설치했던 것을 제거했었는데, serena 공식문서에서 serena claude code plugin 을 사용하지 말라고 권고하고 있었습니다.

https://lnkd.in/grfna37h

Important
Do not install Serena via an MCP or plugin marketplace! They contain outdated and suboptimal installation commands. Instead, follow our Quick Start instructions.

---

저처럼 아직 모르셨던 분들께 도움이 되면 좋겠습니다.