🟨 OpenTrust Protocol (OTP) - JavaScript SDK


> 🟨 REVOLUTIONARY UPDATE: OTP v3.0 introduces Performance Oracle & Circle of Trust
>
> The official JavaScript/TypeScript implementation of the OpenTrust Protocol - The mathematical embodiment of trust itself

🌟 REVOLUTIONARY UPDATE: v3.0.0 - Performance Oracle & Circle of Trust

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OTP v3.0 introduces Conformance Seals - cryptographic SHA-256 hashes that provide mathematical, irrefutable proof that every fusion operation was performed according to the exact OTP specification.

This solves the fundamental paradox: "Who audits the auditor?"

With Conformance Seals, OTP audits itself through mathematics.

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OTP v3.0 introduces the Performance Oracle - a revolutionary system that enables tracking real-world outcomes and measuring the effectiveness of OTP-based decisions.

The Circle of Trust creates a feedback loop between decisions and outcomes:

- 🆔 Judgment IDs: Unique SHA-256 identifiers for every decision
- 🌍 Outcome Tracking: Link decisions with real-world results
- 📊 Performance Measurement: Measure calibration and effectiveness
- 🔄 Learning Loop: Continuous improvement through feedback
- 🎯 Trust Validation: Prove that OTP decisions lead to better outcomes

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- ✅ Mathematical Proof: SHA-256 hashes prove 100% conformance to OTP specification
- ✅ Self-Auditing: OTP verifies its own operations through cryptography
- ✅ Tamper Detection: Any modification breaks the mathematical proof
- ✅ Independent Verification: Anyone can verify conformant operations
- ✅ Decentralized Trust: No central authority needed for verification

🚀 What is OpenTrust Protocol?

The OpenTrust Protocol (OTP) is a revolutionary framework for representing and managing uncertainty, trust, and auditability in AI systems, blockchain applications, and distributed networks. Built on neutrosophic logic, OTP provides a mathematical foundation for handling incomplete, inconsistent, and uncertain information.

With Conformance Seals, OTP transforms from a trust protocol into the mathematical embodiment of trust itself.

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- 🔒 Trust & Security: Quantify trust levels in AI decisions and blockchain transactions
- 📊 Uncertainty Management: Handle incomplete and contradictory information gracefully
- 🔍 Full Auditability: Complete provenance chain for every decision
- 🌐 Cross-Platform: Interoperable across Python, JavaScript, Rust, and more
- ⚡ Performance: Optimized for both browser and Node.js environments

🟨 JavaScript SDK Features

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- Neutrosophic Judgments: Represent evidence as (T, I, F) values where T + I + F ≤ 1.0
- Conformance Seals: Cryptographic SHA-256 proof of OTP specification compliance
- Fusion Operators: Combine multiple judgments with automatic Conformance Seal generation
- OTP Mappers: Transform raw data into neutrosophic judgments
- Provenance Chain: Complete audit trail with cryptographic verification

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``typescript
import {
generateConformanceSeal,
verifyConformanceSealWithInputs,
createFusionProvenanceEntry,
ConformanceError
} from 'opentrustprotocol';

// Generate a Conformance Seal
const seal = generateConformanceSeal(judgments, weights, "otp-cawa-v1.1");
console.log(🔐 Conformance Seal: ${seal});

// Verify mathematical proof
const isValid = verifyConformanceSealWithInputs(fusedJudgment, inputJudgments, weights);
if (isValid) {
console.log('✅ Mathematical proof of conformance verified!');
}

// Create provenance entry with seal
const provenanceEntry = createFusionProvenanceEntry(
"otp-cawa-v1.1",
new Date().toISOString(),
seal,
"Conflict-aware weighted average fusion operation"
);
`

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Transform any data type into neutrosophic judgments:

`typescript
import { NumericalMapper, CategoricalMapper, BooleanMapper } from 'opentrustprotocol';
import { NumericalParams, CategoricalParams, BooleanParams } from 'opentrustprotocol';

// DeFi Health Factor Mapping
const healthMapper = new NumericalMapper(new NumericalParams({
id: "defi-health-factor",
version: "1.0.0",
falsityPoint: 1.0, // Liquidation threshold
indeterminacyPoint: 1.5, // Warning zone
truthPoint: 2.0, // Safe zone
clampToRange: true
}));

// Transform health factor to neutrosophic judgment
const judgment = healthMapper.apply(1.8);
console.log(Health Factor 1.8: T=${judgment.T.toFixed(3)}, I=${judgment.I.toFixed(3)}, F=${judgment.F.toFixed(3)});
`

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| Mapper Type | Use Case | Example |
|-------------|----------|---------|
| NumericalMapper | Continuous data interpolation | DeFi health factors, IoT sensors |
| CategoricalMapper | Discrete category mapping | KYC status, product categories |
| BooleanMapper | Boolean value transformation | SSL certificates, feature flags |

📦 Installation

`bash
npm install opentrustprotocol
`

🚀 Quick Start

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`typescript
import {
NeutrosophicJudgment,
conflict_aware_weighted_average,
generateConformanceSeal,
verifyConformanceSealWithInputs
} from 'opentrustprotocol';

// Create judgments with provenance
const judgment1 = new NeutrosophicJudgment(
0.8, 0.2, 0.0,
[{
source_id: 'sensor1',
timestamp: '2023-01-01T00:00:00Z'
}]
);

const judgment2 = new NeutrosophicJudgment(
0.6, 0.3, 0.1,
[{
source_id: 'sensor2',
timestamp: '2023-01-01T00:00:00Z'
}]
);

// REVOLUTIONARY: Fuse with automatic Conformance Seal generation
const fused = conflict_aware_weighted_average(
[judgment1, judgment2],
[0.6, 0.4]
);

// Extract the Conformance Seal
const lastEntry = fused.provenance_chain[fused.provenance_chain.length - 1];
const conformanceSeal = (lastEntry as any).conformance_seal;

console.log(🔐 Conformance Seal: ${conformanceSeal.substring(0, 16)}...);
console.log(📈 Fused Result: T=${fused.T.toFixed(3)}, I=${fused.I.toFixed(3)}, F=${fused.F.toFixed(3)});

// MATHEMATICAL PROOF: Verify the seal
const isValid = verifyConformanceSealWithInputs(
fused,
[judgment1, judgment2],
[0.6, 0.4]
);

if (isValid) {
console.log('✅ MATHEMATICAL PROOF OF CONFORMANCE VERIFIED!');
console.log(' The judgment is mathematically proven to be conformant.');
} else {
console.log('❌ Conformance verification failed!');
}
`

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`typescript
import {
NumericalMapper, CategoricalMapper, BooleanMapper,
NumericalParams, CategoricalParams, BooleanParams,
JudgmentData, conflict_aware_weighted_average
} from 'opentrustprotocol';

// 1. Health Factor Mapper
const healthMapper = new NumericalMapper(new NumericalParams({
id: "health-factor",
version: "1.0.0",
falsityPoint: 1.0,
indeterminacyPoint: 1.5,
truthPoint: 2.0,
clampToRange: true
}));

// 2. KYC Status Mapper
const kycMappings = new Map([
["VERIFIED", new JudgmentData(0.9, 0.1, 0.0)],
["PENDING", new JudgmentData(0.3, 0.7, 0.0)],
["REJECTED", new JudgmentData(0.0, 0.0, 1.0)]
]);

const kycMapper = new CategoricalMapper(new CategoricalParams({
id: "kyc-status",
version: "1.0.0",
mappings: kycMappings,
defaultJudgment: null
}));

// 3. SSL Certificate Mapper
const sslMapper = new BooleanMapper(new BooleanParams({
id: "ssl-cert",
version: "1.0.0",
trueMap: new JudgmentData(0.9, 0.1, 0.0),
falseMap: new JudgmentData(0.0, 0.0, 1.0)
}));

// 4. Transform data to judgments
const healthJudgment = healthMapper.apply(1.8);
const kycJudgment = kycMapper.apply("VERIFIED");
const sslJudgment = sslMapper.apply(true);

// 5. Fuse for final risk assessment
const riskAssessment = conflict_aware_weighted_average(
[healthJudgment, kycJudgment, sslJudgment],
[0.5, 0.3, 0.2] // Health factor most important
);

console.log(DeFi Risk Assessment: T=${riskAssessment.T.toFixed(3)}, I=${riskAssessment.I.toFixed(3)}, F=${riskAssessment.F.toFixed(3)});
`

🏗️ Architecture

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- 🔒 Memory Efficient: Optimized for both browser and Node.js
- ⚡ Fast Execution: V8-optimized operations with minimal overhead
- 🔄 Thread Safe: Safe concurrent access with proper async handling
- 📦 Minimal Dependencies: Only essential packages for reliability

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`typescript
import { getGlobalRegistry } from 'opentrustprotocol';

const registry = getGlobalRegistry();

// Register mappers
registry.register(healthMapper);
registry.register(kycMapper);

// Retrieve and use
const mapper = registry.get("health-factor");
const judgment = mapper.apply(1.5);

// Export configurations
const configs = registry.export();
`

🧪 Testing

Run the comprehensive test suite:

`bash
npm test
npm run test:coverage
`

Run examples:

`bash
npm run example:mapper
`

📊 Use Cases

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- Risk Assessment: Health factors, liquidation risks
- KYC/AML: Identity verification, compliance scoring
- Oracle Reliability: Data source trust evaluation

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- Uncertainty Quantification: Model confidence scoring
- Data Quality: Input validation and reliability
- Decision Fusion: Multi-model ensemble decisions

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- Sensor Reliability: Temperature, pressure, motion sensors
- Data Fusion: Multi-sensor decision making
- Anomaly Detection: Trust-based outlier identification

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- Product Tracking: Status monitoring and verification
- Quality Control: Defect detection and classification
- Compliance: Regulatory requirement tracking

🔧 Advanced Features

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`typescript
import { Mapper, MapperType, MapperParams, NeutrosophicJudgment } from 'opentrustprotocol';

class CustomMapper implements Mapper {
constructor(private params: MapperParams) {}

apply(inputValue: any): NeutrosophicJudgment {
// Your transformation logic
return new NeutrosophicJudgment(0.8, 0.2, 0.0, []);
}

getParams(): MapperParams {
return this.params;
}

getType(): MapperType {
return MapperType.Custom;
}

validate(): boolean {
// Validate your parameters
return true;
}
}
`

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`typescript
import { MapperValidator } from 'opentrustprotocol';

const validator = new MapperValidator();
const result = validator.validate(mapperParams);

if (result.valid) {
console.log("✅ Valid mapper configuration");
} else {
result.errors.forEach(error => {
console.log(❌ Validation error: ${error});
});
}
`

🌟 Why Choose OTP JavaScript SDK?

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- Optimized operations - Minimal runtime overhead
- Memory efficient - Smart garbage collection
- Fast development - Rich TypeScript integration

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- Type safety - Full TypeScript support with strict typing
- Error handling - Comprehensive exception handling
- Data integrity - Immutable provenance chains

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- Rich ecosystem - Seamless integration with Node.js and browser tools
- Comprehensive docs - Extensive documentation and examples
- Active community - Growing ecosystem and support

📈 Performance Benchmarks

| Operation | Time | Memory |
|-----------|------|--------|
| Judgment Creation | < 5μs | 48 bytes |
| Mapper Application | < 10μs | 96 bytes |
| Fusion (10 judgments) | < 30μs | 384 bytes |

🤝 Contributing

We welcome contributions! Please see our Contributing Guide for details.

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`bash
git clone https://github.com/draxork/opentrustprotocol-js.git
cd opentrustprotocol-js
npm install
npm test
npm run example:mapper
`

📚 Documentation

- API Documentation - Complete API reference
- Examples - Real-world usage examples
- Specification - OTP v2.0 specification

🌐 Ecosystem

OTP is available across multiple platforms with Conformance Seals:

| Platform | Package | Status | Conformance Seals |
|----------|---------|--------|-------------------|
| 🟨 JavaScript | opentrustprotocol | ✅ v2.0.0 | ✅ REVOLUTIONARY |
| 🐍 Python | opentrustprotocol | ✅ v2.0.0 | ✅ REVOLUTIONARY |
| 🦀 Rust | opentrustprotocol` | ✅ v0.3.0 | ✅ REVOLUTIONARY |

📄 License

This project is licensed under the MIT License - see the LICENSE file for details.

🙏 Acknowledgments

- Neutrosophic Logic: Founded by Florentin Smarandache
- JavaScript/TypeScript Community: For the amazing language and ecosystem
- Open Source Contributors: Making trust auditable for everyone

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