How does session management work with this skill?

The skill captures and reuses a SESSION_ID, allowing Claude to maintain context across multiple prompts for coherent, conversation-aware collaboration.

What is the purpose of the bridge script?

The bridge script (claude_bridge.py) standardizes the interaction with the Claude CLI, providing structured JSON output that is easier for development tools to parse.

Is it safe to use for private repositories?

While the skill helps manage local code, you should never include sensitive data like API keys, secrets, or private logs in your prompts to Claude.

Does this skill modify my files directly?

No, the skill is explicitly configured to propose changes via Unified Diff Patches, ensuring you remain the primary implementer and verify all changes locally.

Can I choose which Claude model to use?

Yes, you can specify models like Sonnet for routine tasks or Opus for complex reasoning through the bridge script parameters.

Claude Code Collaborator

Name: Claude Code Collaborator
Author: bnufw

bybnufw

0•

コラボレーションツール

Integrates Claude Code CLI as a specialized collaborator to provide code reviews, debugging assistance, and unified diff proposals.

This skill acts as a structured bridge between Codex and the Claude Code CLI, enabling developers to delegate complex coding tasks, seek design advice, or request deep code reviews. By utilizing a lightweight bridge script, it ensures consistent JSON output and supports multi-turn conversations via session management, allowing for seamless back-and-forth collaboration. It is specifically optimized for efficiency, favoring file and line-based references over large code blocks and enforcing safety by providing unified diff patches rather than direct file modifications.

主な機能

01Structured JSON output for consistent tool integration and automation

02Automated unified diff generation for safe code implementation

030 GitHub stars

04Optimized file and line-based handoffs for low token consumption

05Configurable model selection between Claude 3.5 Sonnet and Claude 3 Opus

06Multi-turn session persistence using unique SESSION_IDs

ユースケース

01Seeking architectural tradeoffs and edge case analysis for complex functions

02Generating and reviewing unified diff patches for feature prototypes

03Iterative debugging where Claude proposes fixes based on specific file references

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add bnufw/lear_by_ai collaborating-with-claude

For use in Claude.ai and ChatGPT

Download Skill