skills.rest
kmshihab7878
kmshihab7878COMMUNITY
Explore all skills by this author →
GitHub

understand-jarvis

Query and map the JARVIS-FRESH knowledge graph with governance-aware layer mapping.

6|1|Updated Apr 7, 2026
Search Tags:#architecture#governance#knowledge-graph#jarvis#gaos#agent-hierarchy
One-click install
npx skills add https://github.com/kmshihab7878/claude-code-setup --skill understand-jarvis
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: understand-jarvis
Source: https://github.com/kmshihab7878/claude-code-setup/tree/main/skills/understand-jarvis
Command: npx skills add https://github.com/kmshihab7878/claude-code-setup --skill understand-jarvis

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Queries to the JARVIS-FRESH knowledge graph require governance-aware context to map architecture, agent hierarchy, and the 10-stage pipeline into actionable insights.

Core Features & Use Cases

  • Explain GAOS architecture and the 10-stage pipeline (IntentParser -> PolicyGate -> GoalLedger -> Planner -> DelegationEngine -> AgentCoordinator -> ReflectionLoop -> OutcomeTracker -> WorldState)
  • Map user queries to relevant layers and nodes in the graph and produce structured explanations
  • Inspect agent hierarchy from L0 System Core to L2+ Specialists, including capabilities and delegation patterns
  • Cross-reference with memory and module data via the Memory MCP to surface module-level information
  • Assess impact and risk of proposed changes by traversing 1-hop relationships across layers
  • Provide a guided, 15-step tour of the system highlighting key nodes and relationships

Quick Start

Load the knowledge graph from JARVIS-FRESH/.understand-anything/knowledge-graph.json, parse the user query, and return governance-aware results.

Frequently Asked Questions about understand-jarvis

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
What is governance-aware architecture mapping for a knowledge graph?▼

The agent hierarchy maps roles from the L0 System Core up through L2+ Specialists, detailing capabilities and delegation patterns. It inspects how agents interact and delegate tasks within the governance architecture layers.

How do I assess the impact of proposed architecture changes across pipeline layers?▼

Load the knowledge graph from the JARVIS-FRESH directory, parse your query, and traverse the graph to identify relevant layers and nodes. The system then returns an explainable result including a guided 15-step tour and risk ranking.

Can I cross-reference memory and module data during knowledge graph queries?▼

Yes, you can cross-reference with memory and module data via the Memory MCP to surface module-level information. This enriches the governance-aware graph traversal by integrating external memory context into the query results.

What are the stages in the 10-stage GAOS pipeline?▼

The 10-stage GAOS pipeline includes IntentParser, PolicyGate, GoalLedger, Planner, DelegationEngine, AgentCoordinator, ReflectionLoop, OutcomeTracker, and WorldState. These stages define the governance-aware operational flow.

Related Skills

Explore More Data & Analytics Skills→
rhpdsrhpds

03-memory-mcp

Configure persistent Memory MCP knowledge graph storage for Claude Code sessions.

Official
Advanced
rfhaynrfhayn
2

core-data-audit

Analyze Core Data schema changes and generate impact reports.

Community
Advanced
dylpickledevdylpickledev
4

mcp-server-addition

Integrate new MCP servers into the Claude agent ecosystem with a governance-driven protocol.

Community
Advanced
dahatakedahatake
2

azure-resource-visualizer

Analyze Azure resource groups and generate Mermaid architecture diagrams.

Community
Advanced