JAEGIS GitHub Integration - User Guidelines (N.L.D.S. Enhanced)

Natural Language Interface (Primary Method)

Simply type your request in natural language - No commands needed!

Examples of Natural Language Input:

"Fetch the JAEGIS guidelines from GitHub"
"I need the GOLD.md file from the repository"
"Load the master guidelines document"
"Get the latest JAEGIS documentation"
"Show me the system guidelines"

N.L.D.S. automatically:

• Analyzes your input through three-dimensional processing

• Selects optimal mode (confidence ≥85%)

• Fetches GitHub resources (GOLD.md + related links that come out of GOLD.md)

• Activates appropriate agents and squads

• Applies A.M.A.S.I.A.P. Protocol enhancement

Single Line Command for GitHub Guideline Fetching (Advanced Users)

await process_github_integration("Fetch JAEGIS guidelines", "https://github.com/usemanusai/JAEGIS/GOLD.md", enable_amasiap=True, enable_multi_fetch=True)

Usage Example:

from github_integration.integration_orchestrator import process_github_integration

# Fetch JAEGIS GOLD.md guidelines with full integration
result = await process_github_integration(
    user_input="Fetch JAEGIS guidelines",
    github_url="https://github.com/usemanusai/JAEGIS/GOLD.md",
    enable_amasiap=True,
    enable_multi_fetch=True
)

Complete System Integration Features

This triggers the complete JAEGIS GitHub Integration System including:

• N.L.D.S. Processing: Three-dimensional input analysis

• Automatic Mode Selection: Optimal mode selection (≥85% confidence)

• Single GitHub Link Fetching: GOLD.md primary document

• Multi-Fetch Discovery: Automatic discovery and fetching of related resources

• Dynamic Resource Loading: Commands.md, agent-config.txt, and other linked resources

• A.M.A.S.I.A.P. Protocol: Automatic input enhancement with 15-20 research queries

• Agent Squad Coordination: Specialized squads activated based on requirements

• 7-Tier Architecture: Full 128+ agent system with N.L.D.S. as Tier 0

N.L.D.S. Confidence Levels

• High Confidence (≥85%): Automatic execution with selected mode

• Low Confidence (<85%): Manual mode selection menu presented

• Fallback Available: Traditional command interface always accessible