oracle ip intelligence

📁 oci-ai-architects/claude-code-oci-ai-architect-skills 📅 Jan 1, 1970
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npx skills add https://github.com/oci-ai-architects/claude-code-oci-ai-architect-skills --skill Oracle IP Intelligence

Skill 文档

Oracle IP Intelligence Skill

Purpose

Transform AI coding assistants into IP-aware innovation partners. Combines OCI GenAI, Database 26ai Vector + Graph, and Document Understanding for comprehensive intellectual property analysis.

Cross-Platform Compatibility

This skill is designed for universal AI coding assistant integration:

Platform Integration Status
Claude Code Native skill ✅ Primary
Cline / Oracle Code Assistant .cline rules ✅ Supported
GitHub Copilot Custom instructions 🔜 Planned
Cursor .cursorrules 🔜 Planned
Gemini Code Assist Context file 🔜 Planned

When to Use

Activate when:

  • Reviewing code for potential patentability
  • Searching prior art before R&D investment
  • Analyzing competitive patent landscapes
  • Generating innovation documentation
  • Checking freedom-to-operate for new features

Architecture Pattern

┌─────────────────────────────────────────────────────────────┐
│                    IP Intelligence Platform                  │
├─────────────────────────────────────────────────────────────┤
│                                                              │
│  ┌──────────────┐  ┌──────────────┐  ┌──────────────────┐  │
│  │ Prior Art    │  │ Claim        │  │ Freedom to       │  │
│  │ Agent        │  │ Analyzer     │  │ Operate Agent    │  │
│  │              │  │              │  │                  │  │
│  │ - Semantic   │  │ - Element    │  │ - Risk scoring   │  │
│  │   search     │  │   extraction │  │ - Workaround     │  │
│  │ - Citation   │  │ - Overlap    │  │   suggestions    │  │
│  │   network    │  │   detection  │  │ - Export legal   │  │
│  └──────────────┘  └──────────────┘  └──────────────────┘  │
│                           │                                  │
│              ┌────────────┴────────────┐                    │
│              │  Oracle Database 26ai    │                    │
│              │  Vector + Graph + SQL    │                    │
│              │  ───────────────────     │                    │
│              │  • Patent embeddings     │                    │
│              │  • Citation graph        │                    │
│              │  • Claim mapping         │                    │
│              └──────────────────────────┘                    │
│                                                              │
└─────────────────────────────────────────────────────────────┘

Model Selection for IP Tasks

Task Recommended Model Why
Patent semantic search Cohere Embed + Command R Purpose-built RAG, EU residency
Claim extraction Gemini 2.5 Flash Multimodal doc processing
Legal risk analysis Cohere Command A Reasoning Multi-step reasoning
Citation graph analysis Database 26ai Graph Native graph traversal
Innovation summarization Llama 4 Maverick Long context (1M tokens)

Integration with Code Development

Pre-Commit IP Check

from oci_ip_intelligence import IPAnalyzer

def pre_commit_ip_hook(code_changes: str) -> dict:
    """
    Analyze code changes for IP implications.
    Runs before commit to catch innovation opportunities.
    """
    analyzer = IPAnalyzer(
        compartment_id=os.environ["OCI_COMPARTMENT_ID"],
        patent_collection="enterprise_patents"
    )
    
    # Extract technical concepts from code
    concepts = analyzer.extract_concepts(code_changes)
    
    # Search prior art
    prior_art = analyzer.search_prior_art(
        concepts=concepts,
        search_mode="hybrid",  # Vector + Graph
        date_range="last_10_years"
    )
    
    # Assess novelty score
    novelty = analyzer.assess_novelty(concepts, prior_art)
    
    return {
        "novelty_score": novelty.score,
        "recommendation": novelty.action,  # "document", "review", "proceed"
        "related_patents": prior_art[:5],
        "innovation_summary": novelty.summary
    }

IDE Integration Pattern

// VS Code / Cursor extension pattern
const ipCheck = async (document) => {
  const analysis = await fetch('/api/ip-check', {
    method: 'POST',
    body: JSON.stringify({
      code: document.getText(),
      language: document.languageId,
      context: getProjectContext()
    })
  });
  
  if (analysis.novelty_score > 0.7) {
    showNotification("🎯 Potential innovation detected! Consider documenting.");
  }
  
  if (analysis.risk_score > 0.5) {
    showWarning("⚠️ Similar patents found. Review before proceeding.");
  }
};

Chemical Industry Specialization

For chemistry/pharma applications (ChemPatent pattern):

Capability OCI Services Specialization
Structure Search OCI Vision + Custom Model SMILES, InChI notation
Compound Detection OCI Document Understanding Named entity extraction
Reaction Analysis Cohere Command A Chemical equation parsing
Formulation IP Database 26ai Vector Similarity search

OCI Services Required

Service Purpose Tier
OCI Generative AI Embeddings, reasoning Standard
Autonomous Database 26ai Vector + Graph storage Advanced
OCI Document Understanding Patent PDF processing Standard
OCI Object Storage Patent corpus Standard
OCI Functions Serverless IP checks Standard

Reference Implementations

Working Prototypes

  • projects/Patent AI Agent/chemical-industry/workbench.html – Analyst workflow
  • projects/Patent AI Agent/chemical-industry/search.html – Structure search
  • projects/Patent AI Agent/portal/index.html – Executive showcase

API Endpoints (Reference)

POST /api/v1/prior-art/search
POST /api/v1/claims/analyze
POST /api/v1/fto/check
GET  /api/v1/patents/{id}/citations
POST /api/v1/innovation/document

Cross-Platform Skills Vision

This skill is part of the Unified AI Coding Skills initiative:

┌─────────────────────────────────────────────────────────────────┐
│              UNIFIED SKILLS ARCHITECTURE                         │
├─────────────────────────────────────────────────────────────────┤
│                                                                  │
│  ┌─────────────┐  ┌─────────────┐  ┌─────────────┐              │
│  │ Claude Code │  │   Cline     │  │   Cursor    │   ...more    │
│  │   Skills    │  │   Rules     │  │   Rules     │              │
│  └──────┬──────┘  └──────┬──────┘  └──────┬──────┘              │
│         │                │                │                      │
│         └────────────────┼────────────────┘                      │
│                          │                                       │
│              ┌───────────┴───────────┐                          │
│              │   Skill Translator    │                          │
│              │   (Format Adapter)    │                          │
│              └───────────┬───────────┘                          │
│                          │                                       │
│              ┌───────────┴───────────┐                          │
│              │  Universal Skill Spec │                          │
│              │   (Markdown + YAML)   │                          │
│              └───────────────────────┘                          │
│                                                                  │
└─────────────────────────────────────────────────────────────────┘

Part of OCI AI Architect Skills – Building the future of IP-aware development Reference: oracle-devrel/technology-engineering/ai-solutions/ip-intelligence