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CoPa: LLM Prompting Templating

npm version License: MIT

CoPa is a simple CLI tool for creating structured prompts for Large Language Models (LLMs) using file references. It offers two main functionalities:

  1. Processing LLM prompt templates with file references
  2. Copying file contents in an LLM-friendly format

Key Features

  • Process template files with dynamic file references
  • Copy an entire folder or a single file to clipboard in a LLM friendly format
  • Support for Git repositories and respect for .gitignore
  • Built-in token counting
  • Easy-to-use CLI utility
  • Inline ignore patterns for fine-grained control over included files

Usage

Use CoPa directly with npx (recommended) or install it globally.

Using npx (Recommended)

Process a template file:

npx copa t prompt.copa

Global Installation (Alternative)

Install CoPa globally:

npm install -g copa

Then use it as:

copa t prompt.copa

Template Syntax

Create a template file (e.g., prompt.copa) using {{@filepath}} to reference files or directories:

Analyze this code:
```
{{@src/main.js}}
```

And its test:
```
{{@tests/main.test.js}}
```

Review the entire 'utils' directory:
```
{{@utils}}
```

Review the 'src' directory, excluding .test.js files:
```
{{@src:-*.test.js}}
```

Review all files in the current directory, excluding markdown files and the 'subdir' directory:
```
{{@.:-*.md,-**/subdir/**}}
```

[new feature description / instructions for the LLM]

Process the template and copy to clipboard:

copa template prompt.copa
# or use the short alias
copa t prompt.copa

Inline Ignore Patterns

You can use inline ignore patterns to exclude specific files or patterns within a directory reference:

{{@directory:-pattern1,-pattern2,...}}

Examples:

  • {{@src:-*.test.js}} includes all files in the 'src' directory except for files ending with '.test.js'
  • {{@.:-*.md,-**/subdir/**}} includes all files in the current directory, excluding markdown files and the 'subdir' directory
  • {{@.:-**/*dir/**,-*.y*}} excludes all files in any directory ending with 'dir' and all files with extensions starting with 'y'

Ignore patterns support:

  • File extensions: -*.js
  • Specific files: -file.txt
  • Directories: -**/dirname/**
  • Glob patterns: -**/*.test.js
  • Hidden files and directories: -.*

Commands

  • t, template <file>: Process a template file

    • Option: -v, --verbose (Display detailed file and token information)
  • c, copy [directory]: Copy files to clipboard (legacy mode)

    • Options:
      • -ex, --exclude <extensions> (Exclude file types)
      • -v, --verbose (List copied files)
      • -f, --file <filePath> (Copy a single file)

Output Format

CoPa uses a format that's easy for LLMs to understand:

Analyze this code:
```
===== src/main.js =====
File contents here...
```

And its test:
```
===== tests/main.test.js =====
...

Use Cases

  • Control over what's included in a prompt
  • Repeatable complex prompts with complex file imports
  • Sharing project wide prompt templates
  • Any task requiring code context from multiple files

Tips

  1. Use relative paths in templates for better portability
  2. Create a "prompts" directory in project root
  3. Create a library of templates for common tasks
  4. Use inline ignore patterns for fine-grained control over included files

Global Configuration

Create ~/.copa to set default exclude patterns:

ignore: jpg,png,gif

Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

License

This project is licensed under the MIT License.