Metadata-Version: 2.4
Name: llmggfu
Version: 0.2.0
Summary: Autonomous Product Foundry — opportunity discovery, prompt orchestration, identity management, application generation, compliance, marketing, launch, and continuous improvement
Author: alep
License: MIT
Project-URL: Homepage, https://pypi.org/project/llmggfu/
Keywords: llm,automation,product,foundry,prompt,genome,pipeline,orchestration
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Topic :: Software Development :: Libraries
Classifier: Topic :: Software Development :: Code Generators
Requires-Python: >=3.10
Description-Content-Type: text/markdown
Requires-Dist: cryptography>=42.0.0
Provides-Extra: test
Requires-Dist: pytest>=7.0; extra == "test"
Requires-Dist: pytest-cov; extra == "test"
Provides-Extra: dev
Requires-Dist: pytest>=7.0; extra == "dev"
Requires-Dist: pytest-cov; extra == "dev"
Requires-Dist: build; extra == "dev"
Requires-Dist: twine; extra == "dev"

# LLMGGFU

Autonomous Product Foundry — opportunity discovery, prompt orchestration, identity management, application generation, compliance, marketing, launch, and continuous improvement.

## Install

```bash
pip install llmggfu
```

## Quick Start

```python
from llmggfu import Foundry

foundry = Foundry()

# Create a user
user = foundry.users.create(
    name="Alice",
    email="alice@example.com",
)

# Prepare an opportunity
opp = foundry.opportunities.create(
    problem="Developers struggle to track API usage",
    target_user="Indie developers",
    market_need="Affordable API monitoring",
    existing_alternatives=["Datadog"],
    competitive_gap="No affordable option for indie devs",
    proposed_product="API Monitor",
    technical_approach="FastAPI + SQLite",
    estimated_complexity="low",
    distribution_plan="Product Hunt",
    monetization_model="Freemium $9/mo",
    risk_assessment="Low",
    prototype_path="Quick prototype",
    launch_path="PH + HN",
)

# Generate variants
foundry.opportunities.generate_variants(opp.id, tech_stack=["Python", "FastAPI"])

# Run the full 25-step pipeline
run = foundry.pipeline.start(opp.id)
foundry.pipeline.run_to_end(run.id)
```

## Subsystems

| Subsystem | Description |
|-----------|-------------|
| Research Engine | Prior-art research and market intelligence |
| Prompt Genome | Reusable prompt library with natural selection |
| Ambient Intent Capture | Intent extraction from user-approved input |
| User Account Manager | Persistent profiles, memory, permissions |
| Identity Wallet | Encrypted identity storage with granular sharing |
| Credential Store | Secure credential management with audit logging |
| Registration Agent | Autonomous account registration |
| Opportunity Pipeline | Prepared opportunities with variant generation |
| Product Generator | Autonomous product creation |
| Compliance Engine | 10-point compliance review |
| Marketing System | Pre-launch and launch materials |
| Witness Network | Early observer participation tracking |
| Evolution Engine | Performance tracking and improvement |
| Pipeline Orchestrator | 25-step autonomous pipeline |

## License

MIT
