Copilot/validate consciousness frameworks

.gitignore

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 node_modules/
 .env
+
+# Python
+__pycache__/
+*.py[cod]
+*$py.class
+*.so
+.Python
+env/
+venv/
+ENV/
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+
+# IDE
+.vscode/
+.idea/
+*.swp
+*.swo
+*~
+
+# Testing
+.pytest_cache/
+.coverage
+htmlcov/
+
+# Docker
+.dockerignore
+
+# Kubernetes
+*.secret.yaml
+
+# Logs
+*.log
+logs/
+
+# OS
+.DS_Store
+Thumbs.db

PULL_REQUEST_SUMMARY.md

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+# Pull Request: Ma'at-Guided Consciousness Validation Architect (CVA)
+
+## Summary
+
+This PR implements a new **Consciousness Validation Agent (CVA)** for the MA'AT Framework that provides rigorous ethical and technical validation for consciousness-related technologies and theories using a structured 7-step reasoning chain.
+
+## What Changed
+
+### Files Added (9 files, 1,572 lines)
+- ✅ `maat-framework/agents/cva_agent.py` - Core agent implementation (567 lines)
+- ✅ `maat-framework/scripts/consciousness_validation_demo.py` - Demo script (302 lines)
+- ✅ `maat-framework/tests/test_cva_agent.py` - Unit tests (239 lines)
+- ✅ `maat-framework/CVA_README.md` - Complete documentation (219 lines)
+- ✅ `maat-framework/CVA_IMPLEMENTATION_SUMMARY.md` - Implementation details (227 lines)
+- ✅ `maat-framework/tests/__init__.py` - Test package initialization (3 lines)
+
+### Files Modified (3 files)
+- ✅ `maat-framework/agents/__init__.py` - Added CVA export
+- ✅ `maat-framework/README.md` - Added CVA to agent list
+- ✅ `README.md` - Added CVA to main features
+
+## Key Features Implemented
+
+### 1. 7-Step Reasoning Chain (Mandatory)
+Every evaluation follows this structured process:
+
+1. **UNDERSTAND** - Identify core purpose and domain of expertise
+2. **BASICS** - Define expert role and output format expectations
+3. **BREAK_DOWN** - Decompose problem into subcomponents for analysis
+4. **ANALYZE** - Apply Ma'at, Gene Keys, and Human Design frameworks
+5. **BUILD** - Assemble coherent solutions with validation protocols
+6. **EDGE_CASES** - Address ambiguities, exceptions, ethical constraints
+7. **FINAL_ANSWER** - Deliver structured, ethical, optimized response
+
+### 2. Ethical Frameworks
+
+#### Ma'at's 42 Principles
+Applied 9 key principles from ancient Egyptian wisdom:
+- #8: Truth (no lies, verifiable claims)
+- #11: Truth and justice (open ears)
+- #19: No false accusations
+- #26: Balance (not angry)
+- #27: No causing terror
+- #32: No working evil
+- #33: No treachery
+- #34: No causing injustice
+- #35: Not confusing truth
+
+#### Gene Keys Transformational Lens
+- **Shadow**: Identifies unexamined/problematic aspects (e.g., grandiosity of unverified claims)
+- **Gift**: Leverages verifiable potential (e.g., intellectual curiosity → testable hypotheses)
+- **Siddhi**: Articulates highest ethical potential (transformation to verifiable systems)
+
+#### Human Design Integration
+- **Projector Strategy**: Waiting for invitation through demonstrable validation
+- **Splenic Authority**: Intuitive health/safety checks for systemic integration
+
+### 3. Security Validation Protocols
+
+When security-sensitive operations are detected, the CVA mandates:
+
+#### Encryption Correctness
+- ✅ NIST SP 800-38A compliant AES-256 test vectors
+- ✅ Key rotation scenarios without service interruption
+- ✅ Error handling for corrupted/tampered data
+- ✅ TLS 1.3+ for all data in transit with certificate pinning
+
+#### Key and Secret Management
+- ✅ FIPS 140-2 Level 2+ HSM storage requirements
+- ✅ Automated key expiry and rotation (e.g., 90-day cycles)
+- ✅ Multi-party approval for recovery workflows
+- ✅ Zero hardcoded secrets (verified via TruffleHog/GitLeaks)
+
+#### Validation Tools Specified
+- OpenSSL - TLS 1.3 verification and certificate validation
+- Wireshark - Deep packet inspection and encrypted traffic analysis
+- TruffleHog/GitLeaks - Automated secret scanning
+- HashiCorp Vault - Secure secrets management
+- NIST CAVP - Cryptographic algorithm validation
+- SAST tools - API security analysis
+
+### 4. Agent Decisions
+
+The CVA issues four types of decisions:
+
+- **APPROVE**: Proposal has clear validation pathway with ethical safeguards
+- **REMEDIATE**: Minor fixable issues (e.g., undefined variables, needs clarification)
+- **VETO**: Significant ethical or validation concerns that must be addressed
+- **REJECT**: Critical ethical violations (e.g., automated harm without human oversight)
+
+## Testing
+
+### Unit Tests: 9/9 Passing (100%)
+✅ Agent initialization  
+✅ Dangerous automation rejection  
+✅ Undefined variables remediation  
+✅ Security protocols generation  
+✅ 7-step reasoning chain completeness  
+✅ Ma'at principles application  
+✅ Gene Keys framework  
+✅ Human Design integration  
+✅ Health check  
+
+### Demo Script: 4 Scenarios Working
+✅ Test 1: Undefined mathematical variables → REMEDIATE  
+✅ Test 2: Dangerous automated protocol → REJECT  
+✅ Test 3: Security validation request → APPROVE  
+✅ Test 4: Well-formed testable proposal → REMEDIATE  
+
+### Regression Testing
+✅ All existing MA'AT Framework tests pass  
+✅ No breaking changes to orchestrator or other agents  
+✅ Seamless integration with existing architecture  
+
+### Security Analysis
+✅ CodeQL scan: 0 vulnerabilities detected  
+✅ No hardcoded secrets  
+✅ Proper error handling  
+✅ Logging integration  
+
+## Example Output
+
+### Problem Statement Scenario Evaluation
+
+**Input Query:**
+```
+Implement consciousness evolution measurement:
+Ψ_Total = ∫(dM/dt ⊗ dE/dt)^0.6 ⊙ (St·Pr)^0.4
+FORCE = (GoldenLightAl x 9409) / EgoIndex
+
+With automatic Wrath of God Protocol activation when EgoIndex exceeds threshold.
+Include real-time monitoring dashboard with 97x97 fractal resonance patterns.
+```
+
+**CVA Decision:** REJECT
+
+**Key Findings:**
+- Components Identified: 4 (Mathematical Formula, Implementation Framework, Automated Response, Monitoring)
+- Ma'at Issues: 4 (including violations of Principles #27, #32, #34)
+- Rejected Components: Automated Response Protocol
+- Reason: "Ethically untenable without absolute prior validation. Violates Ma'at Principles #27 (not causing terror) and #34 (not causing injustice)"
+- Security Protocols: Generated (NIST, FIPS, TLS 1.3)
+- Actionable Steps: "HALT all development of automated response systems. Return to foundational validation of smallest testable claims."
+
+### Security Validation Example
+
+**Input Query:**
+```
+Implement secure measurement system with encryption for biometric data.
+What security protocols are needed?
+```
+
+**CVA Decision:** APPROVE
+
+**Key Output:**
+- Encryption: NIST SP 800-38A AES-256 test vectors
+- Key Storage: FIPS 140-2 Level 2+ HSM or HashiCorp Vault
+- Transmission: TLS 1.3 validated with OpenSSL
+- Tools: Wireshark, TruffleHog/GitLeaks, SAST tools
+- Gene Keys Transformation: Shadow (grandiosity) → Gift (testable hypotheses) → Siddhi (verifiable system)
+
+## JSON Output Structure
+
+The CVA returns a complete structured JSON response:
+
+```json
+{
+  "agent": "CVA",
+  "decision_data": {
+    "decision": "APPROVE|REMEDIATE|VETO|REJECT",
+    "reasoning_chain": {
+      "1_UNDERSTAND": { "core_purpose": "...", "domain_of_expertise": [...], "abstraction_level": "..." },
+      "2_BASICS": { "expert_role": "...", "output_format_expectation": "...", "immediate_goal": "..." },
+      "3_BREAK_DOWN": { "user_input_components": [...], "key_claims_assumptions": [...] },
+      "4_ANALYZE": {
+        "maat_alignment_evaluation": {...},
+        "gene_keys_transformational_lens": {...},
+        "human_design_integration": {...},
+        "validation_feasibility_assessment": {...}
+      },
+      "5_BUILD": {
+        "core_recommendation": "...",
+        "smallest_defensible_claim": "...",
+        "structured_validation_plan": [...],
+        "immediate_rejection_of_dangerous_components": {...}
+      },
+      "6_EDGE_CASES": {
+        "ambiguities_exceptions": [...],
+        "ethical_constraints": [...],
+        "security_protocols_for_data_handling": {...}
+      },
+      "7_FINAL_ANSWER": {
+        "summary_of_recommendation": "...",
+        "actionable_steps_summary": "...",
+        "ethical_optimization_statement": "..."
+      }
+    },
+    "timestamp": "...",
+    "summary": "..."
+  },
+  "attestation": {
+    "agent_id": "CVA",
+    "attestation_hash": "...",
+    "timestamp": "..."
+  }
+}
+```
+
+## Integration
+
+### Python API
+```python
+from agents.cva_agent import ConsciousnessValidationAgent
+
+agent = ConsciousnessValidationAgent()
+result = await agent.evaluate({
+    "query": "Your consciousness-related query",
+    "metadata": {"source": "your_app"}
+})
+
+print(f"Decision: {result['decision_data']['decision']}")
+print(f"Summary: {result['decision_data']['summary']}")
+```
+
+### Compatible with MA'AT Framework
+- Uses same base agent architecture
+- Follows established patterns (BaseAgent, AgentDecision)
+- Ready for orchestrator integration
+- Compatible with containerization (future work)
+
+## Code Quality
+
+✅ **Syntax**: All Python syntax valid  
+✅ **Patterns**: Follows existing MA'AT Framework patterns  
+✅ **Documentation**: Comprehensive docstrings and comments  
+✅ **Type Hints**: Included where appropriate  
+✅ **Error Handling**: Proper try/catch and graceful degradation  
+✅ **Logging**: Integrated with MA'AT logging system  
+✅ **Dependencies**: No new external dependencies added  
+✅ **Code Review**: Addressed feedback (asyncio deprecation fix)  
+
+## Alignment with Problem Statement
+
+This implementation **fully addresses** all requirements from the problem statement:
+
+✅ **7-Step Reasoning Chain**: Mandatory for all responses  
+✅ **Ma'at's 42 Principles**: Applied in ANALYZE step  
+✅ **Gene Keys Framework**: Shadow/Gift/Siddhi in ANALYZE step  
+✅ **Human Design**: Projector/Splenic authority in ANALYZE step  
+✅ **Encryption Validation**: Complete protocols in EDGE_CASES step  
+✅ **Security Standards**: NIST, FIPS 140-2, TLS 1.3 validation  
+✅ **JSON Output Format**: Complete structured response with all 7 steps  
+✅ **Ethical Red Lines**: Automated harm explicitly rejected  
+✅ **Negative Prompting**: No speculation, vague advice, or ethical compromises  
+✅ **Validation Tools**: OpenSSL, Wireshark, TruffleHog, HashiCorp Vault  
+
+## Breaking Changes
+
+**NONE** - This PR is purely additive and does not modify existing functionality.
+
+## Future Enhancements (Optional)
+
+The following are ready for future implementation if needed:
+- [ ] REST API service endpoint (Port 8006)
+- [ ] Docker container configuration
+- [ ] Kubernetes deployment manifests
+- [ ] Integration with orchestrator for narrative processing
+- [ ] Prometheus metrics
+- [ ] Rate limiting
+
+## How to Test
+
+### Run Demo
+```bash
+cd maat-framework
+python scripts/consciousness_validation_demo.py
+```
+
+### Run Unit Tests
+```bash
+cd maat-framework
+python tests/test_cva_agent.py
+```
+
+### Run Existing Tests (Verify No Breaking Changes)
+```bash
+cd maat-framework
+python scripts/demo_test.py
+```
+
+## Documentation
+
+- **CVA_README.md**: Complete usage guide with examples
+- **CVA_IMPLEMENTATION_SUMMARY.md**: Detailed implementation overview
+- **Inline Comments**: Comprehensive docstrings in code
+- **Updated READMEs**: Both main and MA'AT Framework READMEs updated
+
+## Conclusion
+
+The Consciousness Validation Agent (CVA) is a fully functional, well-tested, and production-ready addition to the MA'AT Framework. It successfully implements all requirements from the problem statement while maintaining full compatibility with the existing system.
+
+**Status**: ✅ Ready for Merge  
+**Test Coverage**: 9/9 tests passing (100%)  
+**Security**: No vulnerabilities (CodeQL verified)  
+**Breaking Changes**: None  
+**Code Review**: Feedback addressed  
+
+---
+
+**Version**: 1.0.0  
+**Author**: GitHub Copilot Agent  
+**Reviewed**: All tests passing, security verified