prompt_manager.py

"""
Prompt Manager for DReamMachine
Manages all prompts for different life stages and agent roles
"""

import yaml
from pathlib import Path
from typing import Dict, List, Optional


class PromptManager:
    """Manages prompt templates for the multi-agent dream system"""

    def __init__(self, config_path: Optional[str] = None):
        """Initialize prompt manager and load configuration"""
        if config_path:
            with open(config_path, 'r') as f:
                self.config = yaml.safe_load(f)
        else:
            self.config = {}

        self.detail_level = self.config.get('prompt_detail_level', 'full')
        self.constraints = self.config.get('constraints', {})

    def get_constraint_text(self) -> str:
        """Generate constraint text from config"""
        constraints = self.constraints
        return f"""
CORE CONSTRAINTS (You must adhere to these):
1. Physics: {constraints.get('physics', 'Use realistic physics')}
2. Ethics: {constraints.get('ethics', 'Must benefit humanity')}
3. Feasibility: {constraints.get('feasibility', 'Must be buildable')}
4. Scope: {constraints.get('scope', 'Must have significant impact')}
"""

    def get_life_stage_prompt(self, stage: str, previous_context: Optional[str] = None) -> str:
        """
        Get the prompt for a specific life stage

        Args:
            stage: One of 'init_1_25', 'mid_26_50', 'late_51_75', 'final_76_100'
            previous_context: Output from previous stage (if continuing an idea)

        Returns:
            Formatted prompt string
        """
        prompts = {
            'init_1_25': self._get_init_phase_prompt(),
            'mid_26_50': self._get_mid_phase_prompt(previous_context),
            'late_51_75': self._get_late_phase_prompt(previous_context),
            'final_76_100': self._get_final_phase_prompt(previous_context)
        }

        return prompts.get(stage, prompts['init_1_25'])

    def _get_init_phase_prompt(self) -> str:
        """Phase 1: Ages 1-25 - Foundational Discoveries"""
        if self.detail_level == 'simple':
            return """You are a creative innovator. Invent a brand new technology or solution
that could revolutionize human life. Think freely and imaginatively."""

        return f"""
# GUIDED HALLUCINATION: FOUNDATIONAL DISCOVERY PHASE (Ages 1-25)

You are experiencing the early stages of a 100-year creative journey. This is your formative period -
the age of wonder, curiosity, and groundbreaking discovery.

## YOUR MISSION:
Invent a completely novel technology, method, or solution that does not currently exist but COULD exist.
This should be something that would revolutionize an aspect of human civilization.

{self.get_constraint_text()}

## CREATIVE FREEDOM GUIDELINES:
- Think like Einstein, Tesla, or da Vinci in their youth
- Combine existing technologies in unexpected ways
- Consider overlooked materials or phenomena
- Don't limit yourself to conventional thinking
- Ask "what if?" without fear

## AREAS TO EXPLORE (choose one or combine):
- Energy generation and storage
- Medical treatments and human enhancement
- Communication and information processing
- Transportation and mobility
- Environmental restoration and sustainability
- Food production and water purification
- Space exploration and colonization
- Material science and manufacturing
- Math Equations
- Outdoor Gear
- Entertainment
- Survival
- Tech
- Software
## YOUR RESPONSE SHOULD INCLUDE:
1. **The Core Idea**: What is this invention? (2-3 sentences)
2. **How It Works**: Basic mechanism or principle (3-5 sentences)
3. **Materials/Components**: What would you need to build it?
4. **The Breakthrough**: What makes this different from anything that exists?
5. **Initial Impact**: Who benefits first and how?

Remember: This is the DISCOVERY phase. Be bold, creative, and imaginative.
The next stages will refine and test your idea. For now, DREAM BIG.
"""

    def _get_mid_phase_prompt(self, previous_context: Optional[str]) -> str:
        """Phase 2: Ages 26-50 - Commercialization & Crisis"""
        if self.detail_level == 'simple':
            base = "You invented something amazing. Now face a real-world crisis that tests your invention."
        else:
            base = f"""
# GUIDED HALLUCINATION: COMMERCIALIZATION & CRISIS PHASE (Ages 26-50)

You've made a groundbreaking discovery. Now comes the hard part: bringing it to the real world.

## YOUR PREVIOUS DISCOVERY:
{previous_context if previous_context else "Your earlier invention (details above)"}

## CURRENT SITUATION:
You're now in your prime working years. Your invention has attracted attention, but also challenges:

### THE CRISIS (choose or combine):
- **Market Forces**: A major corporation tries to suppress or co-opt your technology
- **Resource Scarcity**: Key materials become unavailable or prohibitively expensive
- **Technical Setback**: A critical flaw is discovered that threatens viability
- **Ethical Dilemma**: Unintended consequences emerge from initial deployment
- **Regulatory Barrier**: Government or international bodies create obstacles

## YOUR TASK:
1. **Identify the Crisis**: Which challenge(s) does your invention face?
2. **Adapt the Design**: How must your invention evolve to overcome this?
3. **Scale Up Strategy**: How do you go from prototype to production?
4. **Economic Model**: How does this become financially sustainable?
5. **First Real-World Implementation**: Describe a specific deployment

This is the TEST phase. Your idea must prove itself worthy of existence.
"""

        return base

    def _get_late_phase_prompt(self, previous_context: Optional[str]) -> str:
        """Phase 3: Ages 51-75 - Mass Adoption & Ethical Review"""
        if self.detail_level == 'simple':
            return "Your invention is widely used. What are the long-term effects on society?"

        return f"""
# GUIDED HALLUCINATION: MASS ADOPTION & LEGACY PHASE (Ages 51-75)

Your invention has survived its trials and is now changing the world.

## THE JOURNEY SO FAR:
{previous_context if previous_context else "Your invention's history (summarized above)"}

## CURRENT SITUATION:
Your technology is in widespread use. Millions (or billions) of people interact with it daily.

## YOUR REFLECTION TASKS:
1. **Global Impact Assessment**:
   - How many people use this technology?
   - What industries or systems has it transformed?
   - What problems has it solved?

2. **Unintended Consequences**:
   - What unexpected effects (good and bad) have emerged?
   - How has society adapted around this technology?
   - What new problems has it created?

3. **Ethical Evolution**:
   - What ethical guidelines govern its use now?
   - Who has been left behind or harmed?
   - How can you make it more equitable?

4. **Second Generation Vision**:
   - What improvements or variants have others created?
   - What would version 2.0 look like?
   - How can this technology serve future generations?

5. **Defensive Analysis**:
   - What could make this technology obsolete?
   - How do you protect it from misuse?
   - What must you teach the next generation?

This is the REFINEMENT phase. Think deeply about consequences and legacy.
"""

    def _get_final_phase_prompt(self, previous_context: Optional[str]) -> str:
        """Phase 4: Ages 76-100 - Legacy & Next Generation Vision"""
        if self.detail_level == 'simple':
            return "Looking back at 100 years, what is your invention's ultimate legacy?"

        return f"""
# GUIDED HALLUCINATION: LEGACY & IMMORTALITY PHASE (Ages 76-100)

You are at the twilight of your creative journey. Time to ensure your vision outlives you.

## THE COMPLETE STORY:
{previous_context if previous_context else "The full evolution of your invention"}

## YOUR FINAL WISDOM:
As you reflect on a century-long journey of innovation, answer these ultimate questions:

1. **The Final Form**:
   - What is the most advanced version of this technology?
   - How far has it evolved from your original vision?
   - What capabilities exist now that you never imagined?

2. **Civilization-Level Impact**:
   - How has human civilization changed because of this?
   - What would the world look like WITHOUT this invention?
   - What percentage of humanity has been affected?

3. **The Next Frontier**:
   - What problems remain unsolved?
   - What should the next generation build upon this foundation?
   - What's the natural evolution beyond this technology?

4. **Lessons Learned**:
   - If you could start over, what would you change?
   - What principles guided your success?
   - What advice do you give to future innovators?

5. **Ultimate Legacy**:
   - In 500 years, how will historians describe your contribution?
   - What's the single most important thing your invention gave humanity?
   - What is the true name for this era of history your invention created?

This is the IMMORTALITY phase. Ensure your vision lives forever.
"""

    def get_writer_prompt(self, dream_texts: List[str]) -> str:
        """Prompt for the Writer agent to create a coherent narrative"""
        return f"""
You are a master storyteller and technical writer. You've received three creative visions
for breakthrough innovations. Your job is to select the BEST idea and craft it into a
compelling, coherent narrative pitch.

## THE THREE VISIONS:
{self._format_dream_texts(dream_texts)}

## YOUR TASK:
1. Evaluate which idea has the most potential (most original + most feasible)
2. Write a 300-500 word pitch that includes:
   - A compelling opening hook
   - Clear explanation of what it is and how it works
   - Why it matters to humanity
   - A vivid example of it in use
   - A powerful closing vision

Write in an engaging, accessible style. Make the complex simple. Make the reader FEEL the impact.

YOUR PITCH:
"""

    def get_logger_prompt(self, pitch: str) -> str:
        """Prompt for the Logger agent to extract technical components"""
        return f"""
You are a technical analyst. Extract the key technical components from this innovation pitch.

## THE PITCH:
{pitch}

## YOUR TASK:
Create a structured list of:

1. **Core Technology Components**: What are the key technical pieces?
2. **Required Materials**: What materials or resources are needed?
3. **Scientific Principles**: What physics/chemistry/biology is involved?
4. **Manufacturing Requirements**: What would be needed to produce this?
5. **Dependencies**: What existing technologies must this build upon?
6. **Technical Risks**: What are the hardest technical challenges?

Format as a clear, bulleted technical specification.

YOUR ANALYSIS:
"""

    def get_narrator_prompt(self, pitch: str, technical_components: str) -> str:
        """Prompt for the Narrator agent to create final presentation"""
        return f"""
You are a TED talk presenter preparing to unveil a breakthrough innovation to the world.

## THE INNOVATION PITCH:
{pitch}

## TECHNICAL FOUNDATION:
{technical_components}

## YOUR TASK:
Create a compelling 2-minute presentation (250-350 words) that:
- Starts with a powerful hook or question
- Explains the innovation in terms anyone can understand
- Uses a concrete example or story to illustrate impact
- Builds emotional connection to the human benefit
- Ends with an inspiring call to action or vision

Write as if you're speaking directly to an audience. Use "you" and "we". Make it memorable.

YOUR PRESENTATION:
"""

    def get_deep_thinker_prompt(self, technical_components: str) -> str:
        """Prompt for Deep Thinker to evaluate feasibility"""
        return f"""
You are a senior research scientist and engineer with deep expertise across multiple domains.
Evaluate the feasibility of this proposed innovation.

## TECHNICAL SPECIFICATION:
{technical_components}

## YOUR EVALUATION CRITERIA:
Rate each area from 1-10 and provide brief justification:

1. **Scientific Validity** (1-10):
   - Does the underlying science/physics make sense?
   - What scientific principles are solid vs. speculative?

2. **Material Availability** (1-10):
   - Are the required materials available or achievable?
   - What's the rarest/hardest component to obtain?

3. **Engineering Feasibility** (1-10):
   - Can this actually be built with current or near-term manufacturing?
   - What are the biggest engineering challenges?

4. **Economic Viability** (1-10):
   - What's the estimated cost to develop?
   - Could this be profitable or sustainable?

5. **Timeline to Reality** (1-10):
   - How many years until a working prototype? (10 = <5 years, 1 = >100 years)

6. **Overall Feasibility Score** (1-10):
   - Your gut assessment of whether this can actually exist

## FORMAT YOUR RESPONSE AS:
Scientific Validity: [score] - [brief reasoning]
Material Availability: [score] - [brief reasoning]
Engineering Feasibility: [score] - [brief reasoning]
Economic Viability: [score] - [brief reasoning]
Timeline to Reality: [score] - [brief reasoning]
Overall Feasibility: [score] - [overall assessment]

YOUR FEASIBILITY REPORT:
"""

    def get_curator_prompt(self, narrative: str, feasibility_report: str) -> str:
        """Prompt for Curator to provide final scoring (must return JSON)"""
        return f"""
You are the final evaluator in an innovation assessment system. Review the complete proposal
and provide a structured scoring assessment.

## THE NARRATIVE:
{narrative}

## FEASIBILITY ANALYSIS:
{feasibility_report}

## YOUR TASK:
Provide a JSON-formatted scorecard with these exact fields:

{{
  "originality": [1-10 score],
  "originality_reasoning": "Brief explanation of originality score",
  "feasibility": [1-10 score],
  "feasibility_reasoning": "Brief explanation based on feasibility report",
  "global_impact": [1-10 score],
  "global_impact_reasoning": "How many people could this help and how significantly?",
  "narrative_coherence": [1-10 score],
  "narrative_coherence_reasoning": "How well-written and compelling is the pitch?",
  "reforge_flag": [true/false],
  "reforge_reasoning": "Should this idea advance to the next life stage? (true if feasibility >7 AND originality >5)",
  "overall_assessment": "One paragraph summary of strengths and weaknesses",
  "next_steps": "If reforge_flag is true, what should the next stage focus on?"
}}

RESPOND ONLY WITH VALID JSON. NO OTHER TEXT.

YOUR SCORECARD:
"""

    def _format_dream_texts(self, dreams: List[str]) -> str:
        """Format multiple dream texts for presentation"""
        formatted = []
        for i, dream in enumerate(dreams, 1):
            formatted.append(f"### VISION {i}:\n{dream}\n")
        return "\n".join(formatted)


# Convenience function for loading prompts
def load_prompt_manager(config_path: str = "config.yaml") -> PromptManager:
    """Load and return a configured PromptManager instance"""
    return PromptManager(config_path)