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wcgw

Shell and coding agent on Claude and Chatgpt, empowering chat applications to code, build, and run on your local machine.

Introduction

Shell and Coding agent for Claude and Chatgpt

Empowering chat applications to code, build and run on your local machine.

  • Claude - An MCP server on claude desktop for autonomous shell and coding agent. (mac only)
  • Chatgpt - Allows custom gpt to talk to your shell via a relay server. (linux or mac)

⚠️ Warning: do not allow BashCommand tool without reviewing the command, it may result in data loss.

Key features:

  • Create, Execute, Iterate: Automate compiler checks and long-running command status checks.
  • Large file edit: Supports incremental edits for large files, avoiding token limits.
  • Syntax checking on edits: Provides feedback to the LLM on syntax errors for corrections.
  • Interactive Command Handling: Supports interactive commands using arrow keys, interrupt, and ansi escape sequences.
  • File protections: Implements file access controls and chunking for large files.
  • Shell optimizations: Manages shell instances and command execution for improved reliability.
  • Saving repo context in a single file: Task checkpointing using "ContextSave" tool saves detailed context in a single file.
  • Easily switch between various modes: Architect, code-writer, and wcgw modes for different tasks.
  • Runs in multiplex terminal: Attach to the terminal that the AI runs commands on.

Top use cases:

  • Solving coding problems with automated testing and debugging.
  • Finding code instances with specific behaviors.
  • Setting up and building projects from Git repositories.
  • Creating web applications with automated deployment.
  • Editing and updating large files incrementally.
  • Creating and managing feature branches with pull requests.
  • Fixing issues in failing commands and virtual environments.
  • Creating repo wide unittest cases.

Information

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