collaborating-with-claude-code

Run Claude Code non-interactively and return structured JSON results.

40|4|Updated Jan 11, 2026

Search Tags:#automation #workflow #debugging #claude-code #bridge #code-review #json-output

Ready to run

npx skills add https://github.com/ZhenHuangLab/collaborating-with-claude-code --skill collaborating-with-claude-code

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: collaborating-with-claude-code
Source: https://github.com/ZhenHuangLab/collaborating-with-claude-code/tree/main
Command: npx skills add https://github.com/ZhenHuangLab/collaborating-with-claude-code --skill collaborating-with-claude-code

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

Delegates code implementation, review, debugging, and alternatives to Claude Code via a JSON bridge, enabling multi-turn collaboration with a structured JSON envelope.

Core Features & Use Cases

Runs Claude Code in non-interactive print mode and returns a structured JSON envelope for orchestration.
Handles proxy thinking constraints by chunking agent turns and resuming the session to maintain progress.
Streams Claude Code's assistant output to stderr for real-time progress visibility.

Quick Start

Run the bridge script against a repository with a clear prompt to review or implement code and receive a JSON envelope on stdout.

Frequently Asked Questions about collaborating-with-claude-code

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I automate code reviews with Claude Code and get structured JSON output?▼

You can automate code reviews by running Claude Code in non-interactive print mode via a JSON bridge. This delegates the review task and returns a structured JSON envelope on stdout for orchestration.

What's the best way to delegate debugging and implementation tasks to Claude Code non-interactively?▼

The best way to delegate tasks is using a JSON bridge that runs Claude Code non-interactively. It handles proxy thinking constraints by chunking agent turns and resuming sessions to maintain progress.

Does the Claude Code JSON bridge work with pull requests and bug triage across different programming languages?▼

Yes, the Claude Code JSON bridge works with codebases of any language. It is specifically designed for pull requests, bug triage, and refactoring planning where rapid second opinions or alternative implementations are needed.

How do I monitor real-time progress when running Claude Code in non-interactive mode?▼

You monitor real-time progress by watching the stderr stream. The bridge script streams Claude Code's assistant output to stderr while emitting the final structured JSON results on stdout.

Do I need Python 3 and a local Claude Code CLI to use the JSON bridge for code reviews?▼

Yes, you need Python 3, a local Claude Code CLI, and a properly configured environment to run the JSON bridge. These dependencies are required to execute the non-interactive code review and debugging workflows.