Projects Overview

-- Repos
-- Open Issues
-- Contributors
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JIRA Status

-- Done
-- In Progress
-- Open
Overall Completion --%
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System Status

Server Healthy
Uptime --
Memory --MB
Requests 0

J4C Framework

22 Mental Models
7 Categories
11 Reasoning Types
GNN Neural Engine
Explore Models →

Recent Activity

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API Trends

AI Model Orchestration

Analytical
Creative
Decision
Risk
Systems
Human
Strategic
22
Models
67
Synergies
7
Categories
Trigger
Select a model to see cause-effect flow
Cause
Mental model application
Effect
Immediate result
Outcome
Final outcome
Analysis
First Principles Systems Inversion
Synthesis
Analogical Lateral SCAMPER
Decision
Cost-Benefit Matrix Pre-Mortem
0 Active Chains
3.2 Avg Models
94% Success Rate

Model Playground

Test mental models with your own problem scenarios

Enter a problem above to get AI-powered mental model recommendations

Compare Models

Select 2-4 models above to compare their approaches and use cases

Select 2-4 models above to compare their characteristics

Reasoning Strategies

Forward Chain

Start from facts, derive conclusions

Backward Chain

Start from goal, find path

Bidirectional

Meet in the middle

Depth First

Explore deeply first

Breadth First

Explore broadly first

Best First

Follow highest confidence

Monte Carlo

Sample multiple paths

Reasoning Types

1 Observation
2 Hypothesis
3 Deduction
4 Induction
5 Abduction
6 Analysis
7 Synthesis
8 Evaluation
9 Decision
10 Verification
11 Backtrack
0
Total Requests
0
Requests/Min
0
Active Endpoints
0
Errors

Hourly Request Distribution

Top Endpoints

Usage Report

API usage statistics and trends

Available

Models Report

Mental models usage and distribution

Available

Health Report

System health and performance metrics

Available
-- Total Features
-- Completed
-- In Progress
-- Gaps Found

Projects Progress (JIRA)

-- Projects
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Sprint Velocity

Sprint --
Average Velocity -- SP/Sprint
Completed This Sprint -- SP
Remaining -- SP

Burndown Chart

Feature Correlation

Feature PRD Status JIRA Ticket GitHub Story Points Correlation
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Gap Analysis

-- gaps
Analyzing gaps...

Bug Metrics

-- Critical
-- Open
-- Closed
-- Total
Last synced: Never Data sources: PRD, JIRA, GitHub
GET
/health Health check endpoint
GET
/api/v3/info Framework information
GET
/api/v3/models List all mental models
GET
/api/v3/analytics Usage analytics
GET
/api/v3/metrics Prometheus metrics
GET
/api/v3/docs Documentation index
GNN-Powered Endpoints
GET
/api/v3/agent/recommend GNN model recommendations
GET
/api/v3/agent/gnn/combinations Optimal model combinations
GET
/api/v3/agent/gnn/chain Reasoning chain templates
GET
/api/v3/agent/gnn/graph Model graph structure
GET
/api/v3/team/insights Team learning insights
Aurigraph-DLT-Corp
-- repos
-- open issues

Repositories

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0 Total Projects
0 From GitHub
0 With SPARC
0 Active Sprints
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SPARC Projects
0 Active Projects
0 Total Tasks
0 Completed
0% Overall Progress
Specification 0
Pseudocode 0
Architecture 0
Refinement 0
Completion 0
Sprint Management
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0% Complete
0 Story Points
0 Completed
0 Remaining

Sprints by Project

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Project Assets

Manage documentation, diagrams, and other project assets

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Project Details
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SPARC Methodology
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Sprints
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Assets & Documents
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Aurigraph-DLT-Corp
-- repos
-- open issues

Repositories 0

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Overview

J4C Analysis

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Project Assets

Documents

-- Score

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Recommended --/--
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Phase Requirements

SPARC Project Plan

Specification 0
Pseudocode 0
Architecture 0
Refinement 0
Completion 0

Current Sprint

No active sprint
To Do 0
In Progress 0
Review 0
Done 0

Issues

0
0 Total Projects
0 From GitHub
0 With SPARC
0 Active Sprints
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Project Summary

Highlights
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Linked Artifacts

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Statistics

Recent Issues

Activity

Project Completion Overview

Product Requirements

Not Started
0%
Business objectives
User stories
Functional requirements
Non-functional requirements
Success criteria

Architecture

Not Started
0%
System overview
Component diagram
Data flow
API design
Technology stack

SPARC Plan

Not Started
0%
Specification
Pseudocode
Architecture
Refinement
Completion

Sprint Plan

Not Started
0%
Sprint backlog defined
Story points estimated
Tasks assigned
Sprint goals set
Acceptance criteria

Test Plan

Not Started
0%
Unit tests
Integration tests
E2E tests
Performance tests
Security tests
0 Total Issues
0 Done
0 In Progress
0 To Do

Active Sprint

No active sprint
0 completed 0 remaining -- days left

Issues 0

3 Active Projects
24 Total Tasks
18 Completed
75% Overall Progress
Specification 2
Pseudocode 3
Architecture 4
Refinement 5
Completion 10

Active Projects

Current Sprint Active

Sprint 3

Nov 18 - Dec 1, 2025
65% Complete
34 Story Points
22 Completed
12 Remaining
28 Avg Velocity
To Do 5
In Progress 3
In Review 2
Done 8

Sprint History

3 Message Passing Layers
4 Attention Heads
22 Models in Graph
0.01 Learning Rate

Get Recommendations

Reasoning Chain Templates

Root Cause Analysis

Break down, understand system, trace backwards

Risk Analysis

Identify risks, failure scenarios, second-order effects

Optimization

Find vital few, identify bottlenecks, feedback dynamics

Architecture

System understanding, team alignment, complexity management

Decision Making

Weigh costs, assess probabilities, reversibility

Model Graph Structure

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- Teams
- Developers
- Projects
- AI Agents
- Total
- Active
- AI Agents
- Human
Developer Role Teams Skills Workload Stats Status Actions

Top Contributors

12
Specialized Agents
76+
Total Skills
12
Domains
5
SPARC Phases

GNN Heuristic Agent

AI-Powered

Select domain and problem type, then click Analyze to get GNN-powered recommendations

SPARC Phase Coverage

Specification
0
Pseudocode
0
Architecture
0
Refinement
0
Completion
0

Select a Project

Choose a project from the dropdown above to view its assets

Features Documentation

Complete feature documentation including all 22 mental models, reasoning strategies, team learning, and API reference.

Comprehensive

User Manual

Step-by-step guide to using the J4C Portal including navigation, features, and troubleshooting.

Getting Started

Mental Models Quick Reference

Quick lookup for all 22 mental models with descriptions and use cases.

Quick Ref

API Quick Reference

Quick reference for all API endpoints with examples.

Quick Ref

Agent Integration Guide

How to integrate AI agents with J4C for team learning and recommendations.

Integration

Reasoning Strategies

Overview of 7 chain-of-thought reasoning strategies.

Quick Ref
Current Version v3.12.0
December 16, 2025
22 Models

Mental Models Engine

22 cognitive frameworks for comprehensive problem analysis across 7 categories.

Analytical (5 models)
Creative (2 models)
Decision (5 models)
Risk (5 models)
Systems (1 model)
Human & Org (2 models)
Strategic (2 models)
Unlimited

Infinite Context Windows

Unlimited context storage across sessions with intelligent retrieval.

<100ms semantic queries
5-10x compression ratio
10 context types
5 priority levels
Cross-agent sharing
11 Types

Chain of Thought Reasoning

Transparent, traceable reasoning with self-verification.

11 reasoning types
7 reasoning strategies
Up to 100 step depth
Confidence scoring
ASCII visualization
AI-Powered

GNN Recommendation Engine

Graph Neural Network-powered agent and model recommendations.

Heuristic learning
Combination suggestions
Chain recommendations
Continuous improvement
5 Phases

SPARC Methodology

Full support for the SPARC development methodology.

S - Specification
P - Pseudocode
A - Architecture
R - Refinement
C - Completion
Connected

Project Integrations

Seamless integration with GitHub and JIRA for project management.

GitHub repos & issues
JIRA sprints & boards
Branch visualization
Velocity tracking

Version History

v3.12.0 December 2025 Current

Features page, infrastructure updates, GitHub PAT refresh

v3.1.0 November 2025

8 new mental models (22 total), 3 new categories, enhanced synthesis

v3.0.0 November 2025

Infinite context windows, Chain of Thought reasoning, 14 mental models

v2.0.0 November 2025

Core framework, multi-agent communication, session management

v1.0.0 November 2025

Initial release - basic agent scaffolding

Upcoming Features

v3.13.0

Additional Mental Models

  • Antifragility
  • Optionality
  • Root Cause Analysis
  • Network Effects
v4.0.0

AI-Driven Model Selection

  • ML-based model selection
  • Context-aware recommendations
  • Automated synthesis optimization
  • Advanced analytics dashboard

Technical Specifications

Framework Node.js + Express
Frontend Vanilla JS + CSS
Database PostgreSQL (optional)
Authentication Google OAuth 2.0
API Version v3
Deployment PM2 + NGINX

Performance Targets

<100ms Context Query
80%+ Cache Hit Rate
<200ms API Response
99.9% Uptime Target
Total Servers 0
0 Online
Services 0
0 Running
Containers 0
0 Active
Databases 0
0 Healthy
Never

Servers

0
Status Name Host Environment Type CPU Memory Uptime Actions

Services

0

Docker Containers

0

Databases

0

API Metrics & Alerts

Total Requests 0
Avg Latency 0ms
Error Rate 0%
Active Alerts 0

Active Alerts

No active alerts

Slowest Endpoints

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Recent Errors 0

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Real-Time System Instrumentation

Never
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Node.js Processes 0

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Listening Ports 0

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Docker Containers (Live) 0

Checking Docker...
Total Contacts 0
0%
Active Leads 0
0%
Opportunities 0
$0
Won Deals 0
$0

Contacts

Name Email Company Phone Status Last Contact Actions

Sales Leads

New 0
Contacted 0
Qualified 0
Converted 0

Opportunities Pipeline

Discovery 0
$0
Proposal 0
$0
Negotiation 0
$0
Won 0
$0

Recent Activities

Total Issues 0
Done 0
In Progress 0
Active Sprint -
Open JIRA
To Do 0
In Progress 0
In Review 0
Done 0

All Issues - J4C

Backlog

Key Summary Type Priority Status Assignee Actions

Create Issue

Issue Details