empathy-framework 2.1.0

A five-level maturity model for AI-human collaboration with anticipatory empathy

Empathy

AI that predicts problems before they happen.

Most AI tools are reactive - they wait for you to ask, then respond. Empathy is anticipatory - it predicts what you'll need and warns you before problems happen.

pip install empathy

What It Does

• 🔮 Predicts issues 30-90 days ahead - Security vulnerabilities, performance bottlenecks, compliance gaps
• 🧠 Learns patterns across domains - Healthcare handoff protocols → deployment safety checks
• 🔌 Works with any LLM - Claude, GPT-4, Gemini, local models via Ollama
• 🏥 Enterprise-ready - PII scrubbing, audit logging, HIPAA/GDPR compliant
• 📦 2,000+ downloads on PyPI, 2,040+ tests passing

Quick Example

from empathy_os import EmpathyOS

os = EmpathyOS()

# Analyze code for current AND future issues
result = await os.collaborate(
    "Review this deployment pipeline for problems",
    context={"code": pipeline_code, "team_size": 10}
)

# Get predictions, not just analysis
print(result.current_issues)      # What's wrong now
print(result.predicted_issues)    # What will break in 30-90 days
print(result.prevention_steps)    # How to prevent it

The 5 Levels of AI Empathy

Level	Name	Behavior	Example
1	Reactive	Responds when asked	"Here's the data you requested"
2	Guided	Asks clarifying questions	"What format do you need?"
3	Proactive	Notices patterns	"I pre-fetched what you usually need"
4	Anticipatory	Predicts future needs	"This query will timeout at 10k users"
5	Transformative	Builds preventing structures	"Here's a framework for all future cases"

Empathy operates at Level 4 - predicting problems before they manifest.

Why Empathy?

	Empathy	SonarQube	GitHub Copilot
Predicts future issues	✅ 30-90 days ahead	❌	❌
Cross-domain learning	✅ Healthcare → Software	❌	❌
Source available	✅ Fair Source 0.9	❌	❌
Free for small teams	✅ ≤5 employees	❌	❌
Local/air-gapped	✅ Ollama support	❌	❌

Get Involved

⭐ Star this repo if you find it useful

💬 Join Discussions - Questions, ideas, show what you built

📖 Read the Book - Deep dive into the philosophy and implementation

📚 Full Documentation - API reference, examples, guides

Install Options

# Basic
pip install empathy

# With all features (recommended)
pip install empathy[full]

# Development
git clone https://github.com/Smart-AI-Memory/empathy.git
cd empathy && pip install -e .[dev]

What's Included

• 30+ Wizards - Security, performance, testing, accessibility, compliance
• Healthcare Suite - SBAR, SOAP notes, clinical protocols (HIPAA compliant)
• IDE Plugins - VS Code and JetBrains extensions (examples/)
• Enterprise Security - PII scrubbing, secrets detection, audit logging

License

Fair Source License 0.9 - Free for students, educators, and teams ≤5 employees. Commercial license ($99/dev/year) for larger organizations. Details →

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Built by Smart AI Memory · Documentation · Examples · Issues