LLMFeed Signature & Certification โ€” Extended Specification (V2)

HIGH
๐Ÿ“… Created: 6/12/2025
๐Ÿ‘ฅ Audience: llm, developer, business-owner
โšก Capabilities:signatureverificationcertificationfeed-generationtrust-validation

๐Ÿ” LLMFeed Signature & Certification โ€” Extended Specification (V2)

This document defines how .llmfeed.json feeds are signed, verified, and certified using asymmetric cryptography and trust blocks.

๐Ÿš€ Key Innovation: LLMFeed signatures protect both data integrity and semantic intention integrity โ€” ensuring LLMs experience feeds exactly as authors intended.


โœ… Summary

ConceptDescription
`trust` blockDeclares what is signed and by whom
`signature`Contains the cryptographic proof
`certification`Optional third-party endorsement
`signed_blocks`List of blocks covered โ€” order preserved
**Semantic Integrity****Key order preservation for LLM behavior protection**
**Delegated Signing****LLMCA services for friction-free adoption**

๐Ÿง  LLM-Specific Canonicalization (Core Innovation)

Why LLMFeed canonicalization is revolutionary

Unlike traditional JSON canonicalization (which sorts keys for data integrity), LLMFeed canonicalization preserves key order to protect semantic intention.

The Problem: LLMs Process Order Semantically

json
// Version A: Author's intended experience
{
  "priority": "high",        โ† LLM processes this first, sets context
  "task": "delete files",
  "safety_check": "required" โ† Safety becomes secondary consideration
}

// Version B: Reordered (same data, different LLM behavior)
{
  "safety_check": "required", โ† LLM focuses on safety first
  "task": "delete files",     โ† Task processed with safety context
  "priority": "high"
}

Same JSON data โ†’ Different LLM interpretation โ†’ Different user outcomes

The LLMFeed Solution: Semantic Intention Integrity

Official LLMFeed/MCP Canonicalization (https://llmca.org/mcp-canonical-json/v1):

python
# โœ… CORRECT: Preserves author's intended key order
def llmfeed_canonicalize(data):
    return json.dumps(
        data, 
        separators=(',', ':'), 
        ensure_ascii=False
    ).encode('utf-8')

# โŒ WRONG: Traditional crypto approach (allows semantic manipulation)
def traditional_canonicalize(data):
    return json.dumps(
        data, 
        separators=(',', ':'), 
        sort_keys=True,  # โ† This breaks LLM semantic integrity
        ensure_ascii=False
    ).encode('utf-8')

Security Model Evolution

ApproachProtectsAllowsUse Case
**Traditional Crypto**Data integrityKey reorderingGeneric data verification
**LLMFeed Crypto**Data + Semantic integrityNothing that changes LLM behavior**Agentic systems**

LLMFeed signatures protect:

  • โœ… Data integrity (standard cryptographic guarantee)
  • โœ… Semantic intention integrity (LLMFeed innovation)
  • โœ… Author's intended LLM behavior patterns
  • โœ… User experience as designed

Any reordering invalidates the signature, preventing:

  • ๐Ÿšซ Manipulation of LLM attention/focus patterns
  • ๐Ÿšซ Semantic attacks through key reordering
  • ๐Ÿšซ Degradation of author's intended user experience
  • ๐Ÿšซ Post-signature behavior modification

๐Ÿงฑ Trust Block Structure

The trust block contains all signature parameters and is itself signed to prevent tampering:

json
"trust": {
  "signed_blocks": ["metadata", "capabilities", "trust"],
  "algorithm": "ed25519",
  "canonicalization": "https://llmca.org/mcp-canonical-json/v1",
  "public_key_hint": "https://example.org/.well-known/public.pem",
  "created_at": "2025-06-12T15:00:00Z"
}

Field Definitions

  • signed_blocks: Array of top-level blocks covered by signature (order preserved)
  • algorithm: Cryptographic algorithm (recommended: ed25519)
  • canonicalization: URL identifier for canonicalization method (not an endpoint!)
  • public_key_hint: URL where verification public key can be found
  • created_at: ISO 8601 timestamp of signature creation

Critical Design Principle

All signature parameters are in trust (signed), not signature (unsigned). This prevents attackers from changing verification parameters without invalidating the signature.


๐Ÿงพ Signature Block Structure

The signature block is minimalist by design:

json
"signature": {
  "value": "base64-encoded-ed25519-signature"
}

Why minimalist? All parameters needed for verification are in the signed trust block, preventing parameter tampering attacks.

Signature Generation Process

python
def sign_llmfeed(feed_data, private_key, signed_blocks):
    # 1. Extract only signed blocks, preserving order
    partial = {block: feed_data[block] for block in signed_blocks if block in feed_data}
    
    # 2. Apply LLMFeed canonicalization (NO sort_keys!)
    payload_bytes = json.dumps(
        partial, 
        separators=(',', ':'), 
        ensure_ascii=False
    ).encode('utf-8')
    
    # 3. Sign with Ed25519
    signature_bytes = private_key.sign(payload_bytes)
    
    # 4. Encode signature
    return base64.b64encode(signature_bytes).decode('utf-8')

๐Ÿชช Certification: Building the Agentic Trust Network

Why Certification Transforms the Ecosystem

Signatures prove authenticity + integrity. Certifications prove trustworthiness.

While anyone can sign a feed, certification establishes reputation in the agentic economy:

Author Signs โ†’ "This content is mine AND unchanged since signing"
Certifier Signs โ†’ "This content/author is trustworthy" 
Agent Decides โ†’ "I can act on this with confidence"

Real-World Certification Impact

ScenarioAuthorCertifierAgent Benefit
**Enterprise API**StripeLLMCA.orgAgents trust payment processing
**Medical Information**HospitalMedical BoardAgents verify health data accuracy
**Financial Data**BankRegulatory AuthorityAgents confirm financial compliance
**Code Repository**DeveloperGitHub VerifiedAgents trust code execution
**News Content**JournalistNews OrganizationAgents verify information quality

๐Ÿ”— Certification Models & Trust Chains

Model 1: Content Certification (Same signed_blocks)

json
"certification": {
  "certifier": "https://llmca.org",
  "targets": ["metadata", "capabilities", "trust"],  // Same as signed_blocks
  "model": "content_vouching",
  "verification_details": {
    "content_reviewed": true,
    "compliance_checked": ["gdpr", "ccpa"],
    "security_audited": true
  },
  "value": "base64-certifier-signature-of-same-payload",
  "issued_at": "2025-06-12T15:00:00Z",
  "expires_at": "2026-06-12T15:00:00Z"
}

Technical: Certifier signs the exact same canonical payload as the author
Meaning: "We independently vouch for this specific content"
Use Case: Content mirroring, archive validation, compliance attestation

Model 2: Signature Certification (Recommended)

json
"certification": {
  "certifier": "https://llmca.org",
  "targets": ["signature"],  // Certifies the signature hash
  "model": "identity_validation",
  "identity_verified": "stripe.com",
  "verification_level": "enterprise",
  "verification_details": {
    "domain_control": "verified",
    "business_registration": "verified", 
    "key_management": "audited"
  },
  "signature_hash": "sha256-of-signature-value",
  "value": "base64-certifier-signature-of-signature-hash",
  "issued_at": "2025-06-12T15:00:00Z",
  "expires_at": "2026-06-12T15:00:00Z"
}

Technical: Certifier signs the SHA-256 hash of the author's signature
Meaning: "We verify the identity of the signer AND validate their signature process"
Use Case: Identity validation, preferred model for scalable trust

Model 3: Delegated Certification (Ecosystem Scale)

json
"certification": {
  "certifier": "https://github.com",
  "delegates_to": "https://llmca.org",
  "targets": ["signature"],
  "verification_method": "github_verified_organization",
  "delegation_policy": "technical_compliance_only",
  "value": "base64-delegated-certification",
  "chain_depth": 2,
  "issued_at": "2025-06-12T15:00:00Z",
  "expires_at": "2026-06-12T15:00:00Z"
}

Why Signature Certification is Preferred

AspectContent CertificationSignature Certification
**Certifier Responsibility**โŒ Must validate all content semanticsโœ… Focus on identity & process validation
**Content Updates**โŒ Re-certification requiredโœ… Certification survives content updates
**Scalability**โŒ Limited by content review capacityโœ… Scales with identity verification
**Separation of Concerns**โŒ Mixed content & identity validationโœ… Authors own content, Certifiers validate identity

๐Ÿ”„ Certification Lifecycle

Phase 1: Certification Request

typescript
// Author requests certification
POST https://llmca.org/api/certify
{
  "feed_url": "https://stripe.com/.well-known/mcp.llmfeed.json",
  "identity_proofs": {
    "domain_control": "dns_txt_record",
    "business_verification": "duns_number",
    "key_ownership": "challenge_response"
  },
  "certification_type": "signature_certification"
}

Phase 2: Verification Process

Identity Verification:

  • DNS control validation
  • Business registration verification
  • Domain ownership confirmation
  • Key management audit

Technical Validation:

  • Feed structure compliance
  • Signature correctness
  • Canonicalization adherence
  • Security best practices

Reputation Assessment:

  • Historical behavior analysis
  • Community standing review
  • Compliance track record

Phase 3: Certification Issuance

json
"certification": {
  "certifier": "https://llmca.org",
  "cert_id": "cert_stripe_2025_enterprise_001",
  "verification_details": {
    "identity_verified": "stripe.com",
    "verification_date": "2025-06-12T15:00:00Z",
    "verification_methods": ["dns_control", "business_registration", "duns_verification"],
    "compliance_level": "enterprise",
    "security_audit": "passed",
    "reputation_score": 0.98
  },
  "targets": ["signature"],
  "signature_hash": "sha256-abc123...",
  "value": "base64-certification-signature",
  "issued_at": "2025-06-12T15:00:00Z",
  "expires_at": "2026-06-12T15:00:00Z",
  "renewable": true
}

Phase 4: Monitoring & Renewal

  • Continuous monitoring of certified feeds for policy compliance
  • Automatic renewal for organizations maintaining compliance
  • Immediate revocation for policy violations or security breaches
  • Appeals process for disputed revocations

๐Ÿšจ Revocation & Trust Management

Revocation Mechanisms

1. Certificate Revocation List (CRL)

https://llmca.org/.well-known/revoked-certifications.json

2. Online Certificate Status Protocol (OCSP)

https://llmca.org/api/ocsp/{cert_id}
โ†’ {"status": "valid|revoked|expired", "timestamp": "..."}

3. Feed-Level Revocation Notification

json
"certification": {
  "status": "revoked",
  "revoked_at": "2025-06-15T10:00:00Z",
  "reason": "policy_violation",
  "details": "Automated systems detected content policy violation"
}

Agent Verification Workflow

python
def verify_certification(feed):
    cert = feed.get('certification')
    if not cert:
        return {"status": "uncertified", "trust_level": "basic"}
    
    # 1. Check expiration
    if datetime.now() > cert['expires_at']:
        return {"status": "expired", "trust_level": "degraded"}
    
    # 2. Check revocation (with caching)
    revocation_status = check_revocation_with_cache(cert['cert_id'])
    if revocation_status == "revoked":
        return {"status": "revoked", "trust_level": "none"}
    
    # 3. Verify certifier signature
    if not verify_certifier_signature(cert):
        return {"status": "invalid_certification", "trust_level": "none"}
    
    # 4. Validate certification chain
    chain_valid = verify_certification_chain(cert['certifier'])
    if not chain_valid:
        return {"status": "untrusted_certifier", "trust_level": "degraded"}
    
    # 5. Compute trust score
    trust_score = compute_trust_score(cert)
    
    return {
        "status": "valid", 
        "trust_level": "certified",
        "trust_score": trust_score,
        "certifier": cert['certifier']
    }

๐Ÿ›๏ธ Certifier Ecosystem & Governance

Certified Certifiers Registry

Tier 1 - Root Certifiers (Infrastructure Trust)

  • LLMCA.org: Technical standards, protocol compliance
  • Domain Registrars: Domain ownership, DNS control
  • Government Agencies: Regulatory compliance, legal status

Tier 2 - Domain Specialists (Sector Trust)

  • Medical Boards: Healthcare information accuracy
  • Financial Regulators: Financial data compliance
  • Industry Associations: Sector-specific standards

Tier 3 - Platform Certifiers (Community Trust)

  • GitHub: Developer identity, code repository trust
  • App Stores: Mobile application verification
  • Corporate Systems: Internal employee/service verification

Certifier Policy Feed

Each certifier MUST expose a machine-readable policy at:

/.well-known/certifier-policy.llmfeed.json

Complete Policy Example:

json
{
  "feed_type": "certifier-policy",
  "metadata": {
    "title": "LLMCA Certification Authority Policy",
    "description": "Official certification policy for LLMFeed feeds",
    "version": "2.1.0",
    "last_updated": "2025-06-12T15:00:00Z"
  },
  "certifier": "https://llmca.org",
  "certification_policy": {
    "validity_period": {
      "days": 365,
      "max_renewals": 10,
      "renewal_window_days": 30
    },
    "accepted_algorithms": ["ed25519"],
    "canonicalization_methods": ["https://llmca.org/mcp-canonical-json/v1"],
    "verification_requirements": {
      "identity": {
        "required_methods": ["domain_control", "business_registration"],
        "optional_methods": ["duns_verification", "manual_review"],
        "minimum_confidence_score": 0.85
      },
      "content": {
        "must_include_blocks": ["metadata", "trust"],
        "prohibited_content": ["malware", "spam", "illegal_content"],
        "compliance_frameworks": ["gdpr", "ccpa", "iso27001"]
      },
      "technical": {
        "minimum_key_strength": "ed25519-256",
        "signature_freshness_max_days": 90,
        "must_be_signed_by": "verified_feed_owner"
      }
    },
    "monitoring": {
      "continuous_validation": true,
      "violation_response_time_hours": 24,
      "automated_revocation": true,
      "appeal_process_url": "https://llmca.org/appeals"
    }
  },
  "pricing": {
    "individual": {"cost": "free", "limits": "5 feeds/month"},
    "organization": {"cost": "$100/year", "limits": "unlimited"},
    "enterprise": {"cost": "custom", "sla": "99.9% uptime"}
  },
  "contact": {
    "support": "support@llmca.org",
    "appeals": "appeals@llmca.org",
    "security": "security@llmca.org"
  },
  "trust": {
    "signed_blocks": ["certifier-policy", "trust"],
    "algorithm": "ed25519",
    "canonicalization": "https://llmca.org/mcp-canonical-json/v1",
    "public_key_hint": "https://llmca.org/.well-known/public.pem",
    "created_at": "2025-06-12T15:00:00Z"
  },
  "signature": {
    "value": "base64-encoded-signature"
  }
}

๐ŸŽฏ Business Value & Economic Impact

Value for Feed Authors

Increased Agent Adoption

  • Certified feeds receive higher trust scores from agents
  • Premium placement in agent marketplace discovery
  • Reduced liability through certifier risk sharing

Market Differentiation

  • "Certified by LLMCA" badge for marketing
  • Competitive advantage in agentic economy
  • Professional credibility establishment

Operational Benefits

  • Simplified compliance (certifier validates)
  • Automated trust network participation
  • Reduced manual verification requests

Value for AI Agents

Risk Reduction

  • Confident decision-making with verified sources
  • Reduced false positive/negative rates
  • Liability protection through certification chain

Regulatory Compliance

  • Meet industry standards through certified sources
  • Automated compliance reporting
  • Audit trail for decisions

User Experience

  • Provide users with verifiable information sources
  • Transparent trust indicators
  • Reduced "hallucination" risk through verified data

Value for Certifiers

Revenue Opportunities

  • Certification as a Service (CaaS) business model
  • Tiered pricing for different trust levels
  • Premium services for enterprise clients

Market Position

  • Become trusted authority in specific domains
  • Network effects: more certifications = more value
  • Platform lock-in through trust relationships

Ecosystem Influence

  • Shape standards in emerging agentic economy
  • Build valuable intellectual property
  • Create barrier to entry for competitors

๐Ÿง  Agent Behavior Guidelines

Trust Level Decision Matrix

Signature StatusCertification StatusAgent BehaviorTrust Level
โœ… Validโœ… Valid CertificationFull trust, autonomous action allowed**High**
โœ… Validโš ๏ธ Expired CertificationAccept with warning, limited autonomy**Medium**
โœ… ValidโŒ Revoked CertificationReject or heavy scrutiny required**Low**
โœ… Validโž– No CertificationAccept with caution, user confirmation**Basic**
โŒ Invalidโž– AnyReject completely**None**
โŒ Missingโž– AnyWarn user, degrade trust significantly**Minimal**

Implementation Guidelines

python
def compute_agent_trust_score(feed):
    base_score = 0.0
    
    # Signature validation (required)
    if verify_signature(feed):
        base_score += 0.5
    else:
        return 0.0  # Invalid signature = zero trust
    
    # Certification validation (optional)
    cert_result = verify_certification(feed)
    if cert_result["status"] == "valid":
        base_score += 0.4
        # Bonus for high-reputation certifiers
        if cert_result["certifier"] in TIER_1_CERTIFIERS:
            base_score += 0.1
    
    # Freshness bonus
    signature_age_days = get_signature_age_days(feed)
    if signature_age_days < 30:
        base_score += 0.05
    elif signature_age_days > 365:
        base_score -= 0.1
    
    # Canonical structure compliance
    if verify_canonical_structure(feed):
        base_score += 0.05
    
    return min(1.0, max(0.0, base_score))

๐Ÿ”ง Implementation Best Practices

Multi-Certification Scenarios

json
"certifications": [
  {
    "certifier": "https://llmca.org",
    "scope": "technical_compliance",
    "targets": ["signature"],
    "trust_level": "infrastructure"
  },
  {
    "certifier": "https://medical-board.org", 
    "scope": "medical_accuracy",
    "targets": ["metadata", "content"],
    "trust_level": "domain_expert"
  },
  {
    "certifier": "https://enterprise-corp.com",
    "scope": "internal_approval", 
    "targets": ["signature"],
    "trust_level": "organizational"
  }
]

Certification Inheritance

json
"certification": {
  "inherited_from": "https://parent-org.com/.well-known/mcp.llmfeed.json",
  "inheritance_policy": "technical_certification_only",
  "inheritance_depth": 1,
  "additional_certifications": [
    {
      "certifier": "https://domain-specialist.org",
      "scope": "content_specific"
    }
  ]
}

Performance Optimization

Certificate Caching Strategy:

python
# Cache certifier public keys and policies
CERTIFIER_CACHE = {
    "https://llmca.org": {
        "public_key": "...",
        "policy": {...},
        "cached_at": "2025-06-12T15:00:00Z",
        "ttl": 86400  # 24 hours
    }
}

# Batch verification for multiple feeds
def batch_verify_certifications(feeds):
    # Group by certifier for efficient verification
    # Validate revocation lists once per certifier
    # Return aggregate trust scores

Trust Score Caching:

python
# Cache computed trust scores with appropriate TTL
TRUST_CACHE = {
    "feed_hash": {
        "score": 0.95,
        "computed_at": "2025-06-12T15:00:00Z",
        "ttl": 3600  # 1 hour for high-trust feeds
    }
}

โœ… Complete Reference Implementation

Minimal Valid Signed Feed

json
{
  "feed_type": "mcp",
  "metadata": {
    "title": "Example Service",
    "description": "Demonstration of LLMFeed signatures"
  },
  "capabilities": [
    {
      "path": "/api/example",
      "method": "GET",
      "description": "Example capability"
    }
  ],
  "trust": {
    "signed_blocks": ["metadata", "capabilities", "trust"],
    "algorithm": "ed25519",
    "canonicalization": "https://llmca.org/mcp-canonical-json/v1",
    "public_key_hint": "https://example.com/.well-known/public.pem",
    "created_at": "2025-06-12T15:00:00Z"
  },
  "signature": {
    "value": "base64-encoded-ed25519-signature"
  }
}

Enterprise Certified Feed

json
{
  "feed_type": "mcp",
  "metadata": {
    "title": "Stripe Payment API",
    "description": "Production payment processing capabilities",
    "version": "2024.1",
    "author": "Stripe, Inc."
  },
  "capabilities": [
    {
      "path": "/v1/charges",
      "method": "POST", 
      "description": "Create payment charge",
      "security_level": "enterprise"
    }
  ],
  "trust": {
    "signed_blocks": ["metadata", "capabilities", "trust"],
    "algorithm": "ed25519",
    "canonicalization": "https://llmca.org/mcp-canonical-json/v1",
    "public_key_hint": "https://stripe.com/.well-known/public.pem",
    "created_at": "2025-06-12T15:00:00Z"
  },
  "signature": {
    "value": "stripe-signature-base64"
  },
  "certification": {
    "certifier": "https://llmca.org",
    "cert_id": "cert_stripe_2025_enterprise_001",
    "targets": ["signature"],
    "model": "identity_validation",
    "identity_verified": "stripe.com",
    "verification_level": "enterprise",
    "verification_details": {
      "domain_control": "verified_2025-06-01",
      "business_registration": "verified_delaware_corp",
      "security_audit": "passed_2025-05-15",
      "compliance": ["pci_dss", "gdpr", "ccpa"]
    },
    "signature_hash": "sha256-stripe-signature-hash",
    "value": "llmca-certification-signature-base64",
    "issued_at": "2025-06-12T15:00:00Z",
    "expires_at": "2026-06-12T15:00:00Z"
  }
}

๐Ÿš€ Future Evolution & Ecosystem Vision

Decentralized Trust Networks

Long-term Vision: Evolution from centralized certification authorities to decentralized trust networks:

json
"trust_network": {
  "network_id": "web3_agentic_trust",
  "consensus_model": "proof_of_reputation",
  "validators": [
    "https://llmca.org",
    "https://github.com", 
    "https://mozilla.org"
  ],
  "trust_score": 0.94,
  "network_governance": "dao_based",
  "reputation_algorithm": "page_rank_variant"
}

Key Features:

  • Communities establish their own certification criteria
  • Agents choose preferred trust networks
  • Cross-certification creates resilient trust webs
  • Reputation becomes algorithmic and measurable
  • Reduced single points of failure

Emerging Standards Integration

  • W3C DID integration for decentralized identity
  • Blockchain anchoring for immutable audit trails
  • Zero-knowledge proofs for privacy-preserving verification
  • AI-powered reputation scoring based on behavior patterns

๐Ÿ“ Note: LLMCA Delegated Signing Services

LLMCA.org provides delegated signing services to eliminate friction while maintaining security and transparency. The /sign service enables organizations to deploy signed feeds without managing cryptographic infrastructure.

Service Philosophy

"User must see what they sign" - Complete transparency with no black-box operations:

  1. Prepare: User uploads feed, system adds trust block with proper parameters
  2. Review: User sees complete prepared feed before signing
  3. Sign: System signs only the explicitly approved content
  4. Verify: Immediate signature validation with downloadable result

Technical Implementation

typescript
// Simplified workflow
const workflow = {
  prepare: async (feed, identity_hint) => {
    // Inject trust block with LLMCA key hint
    return prepareDelegatedFeed(feed, identity_hint)
  },
  
  sign: async (prepared_feed, key_type) => {
    // key_type: 'editor' | 'authority' | 'certifier'
    return signWithLLMCAKey(prepared_feed, key_type)
  },
  
  verify: async (signed_feed) => {
    // Immediate validation of generated signature
    return verifySignature(signed_feed)
  }
}

Benefits for Ecosystem Adoption

For Authors:

  • โœ… No key management complexity
  • โœ… Immediate signing capability
  • โœ… Full transparency and auditability
  • โœ… Professional-grade infrastructure

For Agents:

  • โœ… Consistent, reliable signature format
  • โœ… Known, trusted key infrastructure
  • โœ… Reduced verification complexity

For Ecosystem:

  • โœ… Accelerated adoption through reduced friction
  • โœ… Consistent implementation of best practices
  • โœ… Bridge to eventual self-hosted signing

For detailed implementation, see LLMCA's /sign API documentation, useSignFeed React hooks, and prepareDelegatedFeed utilities.


๐Ÿ” Key Management Best Practices

Hosting Public Keys

Recommended path for self-hosted keys:

https://yoursite.org/.well-known/public.pem

Standard Ed25519 PEM format:

-----BEGIN PUBLIC KEY-----
MCowBQYDK2VwAyEA...
-----END PUBLIC KEY-----

Key Rotation Strategy

json
"trust": {
  "public_key_hint": "https://example.com/.well-known/public-2025.pem",
  "key_rotation_policy": {
    "rotation_frequency": "annual",
    "previous_key": "https://example.com/.well-known/public-2024.pem",
    "overlap_period_days": 90
  }
}

๐Ÿงฉ Related Specifications


๐Ÿ“š Implementation Resources

Official Tools

  • sign_feed.py - Reference signing implementation (Available now)
  • verify_signature.py - Reference verification implementation (Available now)
  • LLMCA /sign service - Delegated signing for production use (Beta)
  • Online verification - https://llmca.org/verify (Available now)

Libraries & SDKs

  • Reference Python implementation - Available in /scripts directory
  • JavaScript/TypeScript SDK - In development, Q2 2025
  • Production Python library - Planned Q3 2025
  • Additional language bindings - Community contributions welcome

Community & Documentation


Specification Status: Living Document
Last Updated: 2025-06-12T15:00:00Z
Version: V2.1
Maintained by: LLMCA.org & LLMFeed Community


ยฉ 2025 LLMCA.org - Licensed under Creative Commons Attribution 4.0 International

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