Integrate this in PraisonAI-Tools inkog

[MervinPraison]

Create this as a PraisonAI-Tools and then use and test our code

https://github.com/inkog-io/inkog

[praisonai-triage-agent]

Claude finished @MervinPraison's task —— View job

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✅ Inkog Security Analysis Tool Integration Complete

Successfully integrated the Inkog security analysis tool into PraisonAI-Tools. Inkog is a specialized security scanner for AI agent code that detects vulnerabilities like token bombing, prompt injection, missing oversight, and compliance gaps.

Completed Tasks:

• Read AGENTS.md to understand architecture rules
• Research inkog library functionality and capabilities
• Clone PraisonAI-Tools repository and set up branch
• Implement inkog tool following PraisonAI-Tools patterns
• Test the tool implementation
• Create PR in PraisonAI-Tools repository

🔧 Implementation Summary

Core Features:

• InkogTool class with comprehensive security analysis capabilities
• Multi-format output: JSON, text, HTML, SARIF formats for different use cases
• Compliance mapping: EU AI Act, NIST AI RMF, OWASP LLM Top 10 standards
• Framework support: 21+ frameworks (LangChain, CrewAI, AutoGen, OpenAI Agents, etc.)
• Multiple scan types: Core scan, deep scan, skill package scan, MCP server scan
• Security policies: low-noise, balanced, comprehensive for different scenarios

Files Created:

• praisonai_tools/tools/inkog_tool.py - Main tool implementation (600+ lines)
• tests/test_inkog_tool.py - Comprehensive test suite with mocking
• examples/inkog_security_example.py - Complete usage examples
• docs/inkog_security_integration.md - Detailed documentation and integration guide
• Updated praisonai_tools/tools/__init__.py for proper exports

Security Vulnerabilities Detected:

• Token bombing attacks (loops where LLM controls termination)
• Prompt injection vulnerabilities
• Recursive tool calling without cycle detection
• Missing human oversight for destructive operations
• Cross-tenant data leakage
• MCP tool poisoning

🚀 Usage

from praisonai_tools import InkogTool

# Basic security scan
inkog = InkogTool()
result = inkog.scan_directory('.', policy='balanced')
analysis = inkog.analyze_findings(result)

# Or use standalone functions  
from praisonai_tools.tools.inkog_tool import scan_agent_code
result = scan_agent_code('./my-agent', deep=True)

📋 Requirements

• Inkog CLI: brew tap inkog-io/inkog && brew install inkog
• Free API key from https://app.inkog.io
• Environment variable: INKOG_API_KEY=your_key

🔗 Pull Request Created

PR #42: MervinPraison/PraisonAI-Tools#42

The tool is now ready for use and includes comprehensive error handling, documentation, and examples. It gracefully handles missing dependencies and provides helpful setup instructions.

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