Prompter Framework

A meta-framework for generating structured AI agent prompts with built-in context switching, validation checkpoints, and failure recovery strategies.

Features

• Multiple Task Types: Implementation, Debugging, Analysis, Code Review, Documentation, Performance Optimization, Testing, and Refactoring
• Meta-Framework Architecture: Consistent structure across all task types with adaptive complexity
• Context Switching Prompts: Built-in guidance for maintaining focus across different work phases
• Validation Checkpoints: Phase-specific validation questions to ensure quality
• Failure Recovery Strategies: Predetermined approaches for common failure scenarios
• Multiple Interfaces: CLI tool, programmatic API, and web components
• Plugin System: Extensible architecture for custom task types and templates

Quick Start

Installation

npm install prompter-framework

CLI Usage

# List available task types
prompter generate --list-types

# Generate a prompt
prompter generate \
  --type implementation \
  --title "Add Multi-Factor Authentication" \
  --requirements "TOTP support" "SMS backup" \
  --constraints "Must integrate with existing auth system"

# Generate from JSON template
prompter template --type implementation --output my-task.json
prompter generate --json my-task.json

Programmatic Usage

import { PromptGenerator } from 'prompter-framework';

const generator = new PromptGenerator();

const prompt = generator.generate({
  taskTitle: 'Add Multi-Factor Authentication',
  requirements: ['TOTP support', 'SMS backup'],
  constraints: ['Must integrate with existing auth system']
}, 'implementation');

console.log(prompt);

Plugin System

import { PromptGenerator, createPlugin } from 'prompter-framework';

const securityPlugin = createPlugin({
  name: 'security-audit',
  taskTypes: {
    'security-audit': 'Security Audit'
  },
  templates: {
    'security-audit': {
      contextSwitches: [
        'Before assessment: Review security requirements and compliance standards',
        'During audit: Focus on vulnerability identification and risk assessment'
      ],
      checkpoints: {
        'Before Assessment': [
          'Do I understand the security requirements?',
          'Have I identified all attack vectors?'
        ]
      },
      failures: {
        'If Vulnerabilities Are Complex': [
          'Document findings clearly',
          'Prioritize by risk level',
          'Recommend immediate mitigations'
        ]
      }
    }
  }
});

const generator = new PromptGenerator();
generator.use(securityPlugin);

// Now you can use the custom task type
const prompt = generator.generate({
  taskTitle: 'Security Assessment',
  requirements: ['Penetration testing', 'Code review']
}, 'security-audit');

Available Task Types

• implementation: Feature development and system building
• debugging: Issue investigation and resolution
• analysis: Data examination and insight generation
• code_review: Quality assessment and feedback
• documentation: Content creation and maintenance
• performance: System performance improvement
• testing: Test creation and execution
• refactoring: Code improvement and restructuring

Project Structure

prompter-framework/
├── src/
│   ├── core/
│   │   ├── builders/        # Prompt generation logic
│   │   ├── templates/       # Task type definitions and templates
│   │   └── validators/      # Input validation
│   ├── cli/                 # Command-line interface
│   ├── web/                 # Web components (React)
│   └── plugins/             # Plugin system
├── lib/                     # Built distribution files
├── bin/                     # CLI executables
├── docs/                    # Documentation
├── examples/                # Usage examples
└── test/                    # Test files

Contributing

1. Fork the repository
2. Create a feature branch
3. Add your enhancement
4. Write tests
5. Submit a pull request

License

MIT License - see LICENSE file for details.