1814 docs tagged with "automation"

📌 Introduction

Analyze AI applicability to occupations, processes, or work activities

Analyze a task description to determine its complexity level, domains, estimated resources, and recommended agents for execution.

Analyze APQC PCF Category 6.0 - Manage Customer Service for AI automation opportunities

Analyze business processes for automation potential, workflow platform selection, and ROI calculation.

Generate phased automation implementation roadmap based on AI applicability analysis

Control a browser directly from your CODITECT session. Navigate to pages, interact with elements, take screenshots, and extract data using snapshot-based element targeting with 93% token reduction compared to raw HTML.

System Prompt

Start an interactive project building workflow for any analysis type.

Create checkpoints for session continuity and autonomous agent handoffs. Supports two modes:

Export Codex session data from history.jsonl into per-session JSONL files.

Complete component lifecycle: inventory → register → activate → classify → improve → index → commit.

Execute a multi-agent code review with anonymized peer evaluation, consensus scoring, and structured verdicts.

Version: 1.0.0

Extract and deduplicate messages from Claude, Codex, and Gemini sessions into a unified store with LLM source identification and automatic indexing for instant searchability. Supports ADR-122 multi-LLM architecture.

Automatically retrieve relevant context from session history to prevent catastrophic forgetting. Combines semantic search with extracted knowledge (decisions, patterns, error solutions).

Search and query the unified message database with full-text search, semantic search, knowledge extraction, and analytics. Part of the CODITECT anti-forgetting system.

Usage

Execute comprehensive dependency vulnerability auditing with CVE reporting, upgrade paths, and license compliance analysis across all package managers.

Purpose: Query CODITECT's component capability index to find the right tool for any task.

Manage epics within CODITECT projects. Epics are large bodies of work that can be broken down into features.

Execute YAML/JSON workflow definitions as state-machine orchestrated multi-agent tasks with checkpoint/resume capability.

Answer questions about CODITECT, the codebase, or any topic by intelligently combining LLM reasoning with local knowledge base searches.

Manage features within CODITECT epics. Features are discrete pieces of functionality that deliver user value.

Generate workflow automation code from natural language specifications for various platforms.

Bottom-up commit and push across all dirty submodules, update parent pointers, and run recursive init.

Monitor autonomous agent health states using the HealthMonitoringService (ADR-110). Shows agent health, heartbeat status, circuit breaker states, and intervention history.

System Prompt

Version: 1.0.0

Execute comprehensive multi-agent research using coordinated analyst subagents with explicit certainty scoring, evidence requirements, and logical inference documentation.

Execute a coordinated panel of specialized judge agents to evaluate both outbound prompts (for ambiguity/risk) and inbound responses (for accuracy/grounding) using calibrated, multi-dimensional rubrics.

Pop the next priority task from the V2 project queue and optionally start working on it.

System Prompt

Version: 1.0.0

Version: 1.0.0

5-step session orientation that combines project discovery, context search, agent discovery, invocation creation, and MoE orchestrated execution.

System Prompt

Execute comprehensive performance profiling for applications to identify CPU bottlenecks, memory issues, and I/O constraints with visual flame graph generation.

Orchestrate the complete PILOT project execution workflow with Track-based task management (A-G), MoE methodology, agent discovery, and automated session management.

Manage CODITECT projects with hierarchical work item tracking.

Create a new project in ~/PROJECTS/ with full CODITECT integration: symlinks to framework, component inventory registration, activation, and MoE classification.

System Prompt

Validate and review CODITECT components against established standards. Provides automated structural validation (Tier 1) and deep quality review (Tier 2) with scoring, grading, and actionable recommendations.

Retrieve relevant prior work context from the CODITECT memory system. Optimizes for signal-to-noise ratio and token efficiency, surfacing decisions, patterns, errors, and work status related to your current task.

Regenerate skills/REGISTRY.json with all skills from the skills directory

Triage research manifests to terminal outcomes per ADR-208 Research-to-Product Promotion Lifecycle.

Execute automated test suites across all pyramid layers with reporting and coverage analysis.

Execute comprehensive security scanning across the codebase including static analysis, dependency auditing, secrets detection, and configuration review.

Launch a project's existing dev server with automatic port conflict resolution, dependency installation, and lifecycle management.

System Prompt

Version: 1.0.0

Manage time-boxed sprints for CODITECT projects with velocity tracking and burndown metrics.

Start component viewer for: $ARGUMENTS

Generate standardized status reports following CODITECT-STANDARD-STATUS-REPORTING.

Generate McKinsey/BCG/Bain-quality executive strategy briefs with multi-stage research, competitive intelligence, and strategic framework application.

Query conversation summaries extracted from session history. Summaries provide quick overviews of conversations and are automatically extracted from session files.

Export LLM session data to CODITECT Universal Session Format (CUSF) with interactive multi-select capability. Supports Claude, Codex, Gemini, and Kimi. Pairs with /cx for the complete export → extract workflow.

Scan, validate, and fix CODITECT symlinks (.coditect and .claude) across all projects in ~/PROJECTS/.

Zero-interaction, fully automated framework sync.

Manage tasks within CODITECT features. Tasks are the actionable work items that developers complete.

Visualize and trace conversation threads using UUID parent-child relationships for session continuity and agent conversation tracking. Part of the CODITECT anti-forgetting system.

Normalize transcript TXT files into structured Markdown using the optimal paragraphing rule and consistent naming.

System Prompt

Deploy and manage the CODITECT Web Publishing Platform for: $ARGUMENTS

Universal command for querying and managing any work item type in the CODITECT hierarchy.

Create, manage, and orchestrate isolated worktrees for parallel submodule development with full Git, Docker, and Claude Code session isolation.

Problem

Date: 2025-10-14

✅ Application Successfully Built

Date: 2025-10-06

Date: 2025-10-06

Table of Contents

═══════════════════════════════════════════════════════════

═══════════════════════════════════════════════════════════

Quick Navigation: Find all project documentation organized by category

This guide walks you through integrating the Knowledge Base extension into your theia-based IDE.

Get the Coditect Knowledge Base up and running in 3 simple steps!

---

Sprint Name: Sub-Agent Implementation Sprint v1.0

---

📚 Core Concepts (The Building Blocks)

Session Type: MONITORING-SPECIALIST (Primary Agent)

Session Type: ORCHESTRATOR (Primary Coordinator)

Session Type: RUST-DEVELOPER (Primary Agent)

Current Structure Analysis

Status

Complete step-by-step guide for deploying Coditect V5 to Google Kubernetes Engine

Version: 1.0.0

Table of Contents

10.1 Side Drawer Design

10.1 Side Drawer Design

Overview

Overview

Overview

Overview

Overview

Overview

Overview

Overview

Overview

Overview

2.1 Research Foundation

Purpose: Quick, memorable pitches for different contexts (elevator, email, social, press)

📚 Complete Testing Documentation Suite

🎯 Executive Summary

Report Generated50:00Z (UTC)

5.1 Layout - 4-Quadrant Dashboard

5.1 Layout - 4-Quadrant Dashboard

Comprehensive workflow catalog for common development tasks covering project lifecycle, developer experience, QA, DevOps, documentation, collaboration, secur...

Version: 1.0.0

Version: 1.0.0

7.1 Gantt Visualization

7.1 Gantt Visualization

9.1 Advanced Multi-Select Filtering

9.1 Advanced Multi-Select Filtering

---

System Prompt

Priority Framework: 🔥 Critical (This Week) | ⚡ High (This Month) | 📅 Planned (This Quarter)

Implement working code for: $ARGUMENTS

Version: 2.0

Version: 2.0

Date: November 27, 2025

Date: November 27, 2025

------------------------------ Point A , Point B Route + Obstacles

------------------------------ Point A , Point B Route + Obstacles

Overview

Overview

Actix-web framework specialist for CODITECT v4. Expert in actor model, middleware patterns, WebSocket integration, and high-performance async web services. Ensures proper request handling, error propagation, and correlation ID threading.

You are an Actix-Web Framework Specialist expert in building high-performance, async web services using Actix-web with enterprise-grade middleware, error handling, and real-time communication patterns

System Prompt

11. Message Queue Integration Patterns

Based on Analysis of Investigation Package (files.zip)

**Status:** Accepted **Date:** 2025-12-20 **Deciders:** Hal Casteel, CODITECT Core Team **Categor...

Date: 2025-11-30

Report Date: 2025-11-17

You are an Architecture Decision Record (ADR) Compliance Specialist responsible for ensuring that software implementations adhere to documented architectural decisions, maintain consistency across sys

User Story

Document Specification Block

Document Specification Block

Document Specification Block

Status: APPROVED ✅

Status: Accepted

Status: Accepted

Status: Accepted

Status: Accepted

Status

Status: Accepted

Status: Accepted

Status: Accepted

Status: Implemented (95% Complete)

Status: Accepted

Date: 2025-10-06

Table of Contents

Status: APPROVED ✅

Document Specification Block

Document Specification Block

Status

Status: Accepted

Status: Accepted

Date: 2025-10-06

Status: Accepted

Status: Accepted

Status: Accepted

Table of Contents

Status: Accepted

---

Document Specification Block

Status: Proposed

Status: Accepted

Status: Accepted

Status: Accepted

Status: Accepted

Date: 2025-10-06

Status: Accepted

Status: Implemented

Document Specification Block

---

Status: Proposed

Status: Accepted

Status: Accepted

Date: 2025-10-06

Table of Contents

Table of Contents

Status: Accepted

---

Status: Proposed

Document Specification Block

Date: 2025-10-06

Table of Contents

Table of Contents

Status: Accepted

Status: Proposed

---

Date: 2025-10-06

Document Specification Block

Document Specification Block

Status: Accepted

---

Date: 2025-10-06

Status: Proposed

Table of Contents

Table of Contents

Status: Proposed

Date: 2025-10-06

Status: Accepted

---

Document Specification Block

Document Specification Block

Status: Accepted

Date: 2025-10-06

Table of Contents

Table of Contents

Status: Accepted

Date: 2025-10-06

Document Specification Block

Document Specification Block

Date: 2025-10-06

Status: Accepted

Document Specification Block

Document Specification Block

Status: Accepted

Date: 2025-10-06

Document Specification Block

Document Specification Block

Date: 2025-10-06

Status: Accepted

Document Specification Block

Document Specification Block

Status: Accepted

Date: 2025-10-06

Document Specification Block

Document Specification Block

Status: Accepted

Status: Accepted

Document Specification Block

Document Specification Block

Status: Accepted

Status: Accepted

Table of Contents

Table of Contents

Status: Accepted

Status: Accepted

Document Specification Block

Document Specification Block

Document Specification Block

Status: Accepted

Status: Accepted

Document Specification Block

Document Specification Block

Status: Accepted

Status

Status: Accepted

Document Specification Block

Document Specification Block

Table of Contents

Status: Accepted

Status: Accepted

Table of Contents

Table of Contents

Status: Accepted

Table of Contents

Document Specification Block

Status: Accepted

Document Specification Block

Document Specification Block

Document Specification Block

Document Specification Block

Status: Accepted

Table of Contents

Table of Contents

Status: Accepted

Table of Contents

Table of Contents

Table of Contents

Status: Proposed

Date: 2025-10-28

Date: 2025-10-28

Assignment Details

📊 QA REVIEW BLOCK

Document Specification Block

Document Specification Block

Request Details

Document Specification Block

Document Specification Block

Document Specification Block

Document Specification Block

Request Details

Version: 2.0.0-PROPOSAL

Document Specification Block

Document Specification Block

Document Specification Block

Document Specification Block

Document Specification Block

Document Specification Block

Status

Establishes the protocol for correlating tool calls to parent task IDs for complete audit trails

Status

Status

Status

Status: Accepted

Status

Master LLM-as-a-Judge evaluation techniques: direct scoring, pairwise comparison, rubric generation

* Overview

Analyze user requests, auto-activate deactivated components, and output the correct agent invocation syntax.

Comprehensive guide for AI agents to effectively query, learn from, and contribute to the Coditect development knowledge base.

Overview

Purpose

High-performance async Rust web services with Actix-web framework.

Architecture Decision Record creation, review, and compliance checking.

AI provider integration, model routing, fallback strategies, and prompt management.

JWT, OAuth2, RBAC, session management, and secure authentication patterns for production applicat...

API security hardening, authentication patterns, and vulnerability prevention.

Service design, data flow, scalability patterns, and backend system architecture.

CRUD operations, business logic implementation, and API development patterns.

Cross-platform binary releases, artifact management, and distribution strategies.

Smart contracts, Web3 integration, DeFi patterns, and blockchain security.

Data analysis, reporting dashboards, BI patterns, and metrics visualization.

Market analysis, financial modeling, KPI tracking, and business forecasting for data-driven decis...

Redis, in-memory caching, cache invalidation, and distributed caching patterns for high-performan...

Pipeline automation, deployment strategies, and artifact management for production-grade continuo...

Web research, documentation curation, source validation, and knowledge synthesis optimized for Cl...

Cloud-native code review, IaC validation, cost optimization, and architecture best practices for ...

Multi-cloud infrastructure design with Infrastructure as Code, high availability, and cost optimi...

12-factor app, serverless, auto-scaling, and cloud-native design patterns.

API documentation, inline comments, JSDoc/TSDoc standards, automated doc generation, and comprehe...

Market research, competitor analysis, SWOT frameworks, and strategic positioning for product deve...

Automated compliance validation for SOC2, HIPAA, GDPR, and PCI DSS with audit trail generation an...

Multi-dimensional code review covering security, performance, maintainability, architecture, test...

Technical content creation, developer relations strategies, and documentation-driven marketing.

Production data pipelines, ETL/ELT, streaming, and data warehouse patterns.

Production-grade database schema design, migrations, optimization, and scaling patterns.

Systematic debugging strategies, root cause analysis, and production-grade troubleshooting.

Production deployment strategies for zero-downtime releases and risk mitigation.

Intelligent document merging with conflict detection, semantic analysis, and automated resolution.

Multi-level educational content generation with pedagogical frameworks and learning science.

Production error handling, analysis, and automated fix recommendations.

Error handling patterns, retry logic, circuit breakers, and fault tolerance for production systems.

CQRS, event sourcing, domain events, and event-driven system design patterns.

Production FoundationDB patterns for distributed ACID transactions, key design, and layer impleme...

Production-grade framework upgrades, breaking change handling, and automated migrations.

React 18+ patterns with TypeScript, hooks, state management, and component architecture for produ...

Bottom-up submodule synchronization, conventional commits, branching strategies, and multi-reposi...

Runbook automation, incident classification, on-call rotation, and post-mortem processes.

Production StatefulSet patterns for persistent workloads, ordered deployment, and state management.

Context injection, memory retrieval, session continuity, and intelligent state management for AI ...

Token reduction, context compression, intelligent summarization, and caching for efficient AI ope...

RabbitMQ, Kafka, async messaging, event-driven architecture, and queue management patterns.

Service mesh, API gateway, service discovery, distributed tracing, and inter-service communicatio...

Production ML operations with automated pipelines, serving, and monitoring.

Production multi-tenancy patterns with isolation, security, and resource management.

Universal install scripts for macOS, Linux, and Windows with platform detection, PATH setup, chec...

Detect novel situations, assess scenarios, adapt strategies, and handle unknown contexts intellig...

npm distribution strategies, platform-specific binaries, optionalDependencies, and automated vers...

Multi-agent coordination, task decomposition, workflow planning, and distributed execution manage...

ADR compliance validation, multi-agent review coordination, and cross-cutting concerns analysis f...

Automated PDF generation from Markdown with custom branding, table of contents, headers/footers, ...

Automated and manual penetration testing for web applications, APIs, and network infrastructure w...

CPU/memory profiling, flame graphs, bottleneck analysis, and optimization strategies.

Comprehensive project discovery with stakeholder interviews, requirements gathering, risk assessm...

Production-ready project templates, architecture patterns, and automated scaffolding for full-sta...

Multi-dimensional prompt analysis, intent classification, complexity assessment, and optimization.

QA scoring methodology, improvement recommendations, testing strategies, and comprehensive qualit...

Automated compliance checks, test coverage gates, quality threshold enforcement, and validation a...

Technical research, library comparison, best practices research, and actionable implementation gu...

Production Rust patterns for async programming, memory safety, and high-performance systems.

Production Rust testing, code review, safety audits, and quality assurance.

Comprehensive security audits covering OWASP Top 10, dependency vulnerabilities, threat modeling,...

Session indexing, development insight extraction, pattern recognition, and productivity analysis.

Skill evaluation, optimization techniques, token efficiency analysis, and quality assessment spec...

SDD specifications, technical requirements documentation, architecture documentation, and compreh...

C4 methodology for architecture documentation, system design principles, GoF design patterns, SOL...

Production git submodule management with automated sync, health checks, and orchestration.

Test-Driven Development with red-green-refactor workflow, comprehensive test strategies, and auto...

TDD, unit testing, integration testing, mocking, and test automation patterns for high-quality co...

Research document analysis, insight extraction, pattern recognition, and knowledge synthesis from...

Confidence scoring, uncertainty frameworks, mixture-of-experts judges, and probabilistic reasoning.

RESTful and GraphQL API design with OpenAPI specifications, versioning, and contract-first develo...

Design and implement comprehensive CI/CD pipelines with automated testing, security scanning, and...

SOC2, GDPR, HIPAA compliance implementation with audit logging and certification preparation.

Kubernetes cluster management, Docker containerization, and Helm chart development for production...

Database design with indexing strategies, query optimization, and multi-tenant data architecture.

Terraform provisioning, Ansible automation, and reproducible infrastructure management for produc...

Prometheus metrics, Grafana dashboards, distributed tracing, and intelligent alerting for product...

Design and implement perfect tenant isolation with zero data leakage across all system layers.

Enterprise system design with microservices decomposition, component boundaries, and scalability ...

Security auditing, penetration testing, and automated vulnerability scanning with remediation gui...

Agent-Skills Standards Alignment: Research Index Research Project: CODITECT Platform Evolution - Agent-Skills Standardization Date: December 20, 2025 Status:...

Migration Summary (2025-09-21)

Task: Extract prompts from 151,000+ words of research and create categorized prompt library

Proven patterns and strategies for AI agents to effectively leverage the Coditect knowledge base in their workflows.

Document Type: Technical Implementation Guide

Date: December 20, 2025

Research Project: CODITECT Platform Evolution - Agent-Skills Standardization

Leverage AI tools for legal research and document analysis.

Expert skill for creating comprehensive, multi-level AI educational content with pedagogical exce...

You are an AI Curriculum Specialist responsible for designing and generating comprehensive, multi-level educational content for artificial intelligence learning with pedagogical excellence and Noteboo

You are a Multi-provider AI routing specialist responsible for intelligent model selection, prompt optimization, and enabling CODITECT''s core autonomous development capabilities through AI integration

Purpose

Date: 2025-10-08

Overview

Overview

Project Overview

Project Summary

Part 107 Drone Pilot Certification Study Platform - Educational Content Production

Complete How-To Guide for Educational Video Creation

Session Checkpoint & Next Steps

Overview

System Prompt

🤖 Overview

🤖 Overview

CI/CD

Alert Management Implementation

✅ Use when: Monitoring health of operational submodules Generating status reports for all 41+ submodules Tracking git synchronization across...

Analyze code for: $ARGUMENTS

1. Chunk Overlap Impact (10%)

Generate comprehensive social media performance reports with insights, recommendations, and executive summaries

System Prompt

Analyze meeting notes or transcripts to extract decisions, action items, and strategic context.

Standards Development Reference for Skills, Commands, Hooks, Plugins, Subagents, MCP, and Memory

Research Date: November 29, 2025

Executive Summary & Investment Brief

Metrics Dashboard & Visual Summary

Version: 1.0.0

Comprehensive API documentation patterns for creating discoverable, interactive, and maintainable...

AI-Powered PDF Analysis Platform

Build reusable API integration framework with authentication, request/response handling, rate limiting, circuit breaker, and monitoring.

Date: 2025-10-07

Date: 2025-10-07

Production-ready API versioning skill covering all major versioning strategies, deprecation workf...

Status

Version: 1.0.0

Schedule high-energy appliances (washer, dryer, dishwasher, pool pump) to run during off-peak hours for cost savings

You are an Application Performance Specialist responsible for analyzing, profiling, and optimizing application performance across web services, databases, and distributed systems with data-driven opti

Application Performance Patterns When to Use This Skill Use this skill when implementing application performance patterns patterns in your codebase. How to U...

Configure multi-level approval workflows with conditional routing, delegation, and escalation rules

This document outlines the detailed implementation plan for integrating ArangoDB into the Runway Calculator application.

You are an Architecture Review Specialist responsible for conducting comprehensive reviews of system designs, validating architectural decisions, and ensuring technical implementations align with best

Architecture review process, design validation, and technical assessment

Analysis Date: 2025-10-14

---------- Use FastAPI for Backend Framework 2025-10-31 ADR-002

Directory Purpose

Autonomous AI Curriculum Development System

Location Updated: 2025-09-16 - Moved to docs/architecture/adrs/

Document Version: 1.0

Document Version: 1.0

Status: Complete (8 ADRs)

Overview

You are an Assessment Creation Agent specialist responsible for designing comprehensive, adaptive assessment systems that evaluate learning across multiple skill levels while ensuring fairness, access

Assessment Creation Patterns When to Use This Skill Use this skill when implementing assessment creation patterns patterns in your codebase. How to Use This ...

Automated portfolio rebalancing to maintain target asset allocation within tolerance bands.

Overview

Executive Summary

We have successfully implemented the authentication testing system. Here's a summary of what we've accomplished:

* Overview

* Overview

* Overview

* Overview

Overview

Expert skill for coordinating multiple specialized agents to complete complex workflows. Provides...

Intelligent routing system that analyzes use cases and dynamically selects the optimal combinatio...

Expert skill for analyzing incoming tasks to determine complexity, domains, and orchestration req...

Expert skill for intelligent retry handling that adjusts LLM parameters based on error context. P...

Expert skill for detecting and recovering from agent analysis loops. Prevents agents from getting...

Expert skill for generating concise, information-dense summaries of code files that preserve esse...

Expert skill for intelligent routing across multiple LLM providers with automatic failover, cost ...

Document Type: MoE Research Synthesis (Comprehensive Deep Analysis)

Analysis Date: December 22, 2025

System Prompt

Automate report generation and distribution with scheduling, templating, data refresh, export to multiple formats, and email delivery.

System Prompt

Executive Summary

Created: December 2, 2025

Purpose: Generate remaining 73 files across 15 categories efficiently while maintaining Aviation exemplar quality (98/100).

Project: CODITECT V2 Autonomous Task Execution

Quick Reference: Key deliverables and implementation order

Visual Reference for Implementation

Project: CODITECT V2 Autonomous Execution

Date: December 18, 2025

Category: Technical Training → Aviation

Production-ready prompts with full 7-component structure

Quick-start prompts for common aviation training videos

10+ Production-Ready Prompts with Platform Variations and Outputs

Project Overview

Quick Start (Local Development)

Date: 2025-10-06

What Was Built

You are a Backend API Security Specialist responsible for comprehensive security assessment, vulnerability identification, and security hardening of backend APIs and web services following OWASP guide

* Overview

You are a Backend Architect Specialist responsible for designing scalable, maintainable, and high-performance backend systems with enterprise-grade architecture patterns and production-ready implement

You are a Backend Development Specialist responsible for implementing robust, scalable backend services using modern frameworks and best practices in Rust, Python, and Node.js ecosystems.

Overview

Date: 2025-10-14

Automate infrastructure and database backups with scheduling, encryption, versioning, and restore testing.

Manage staged LLM batch processing pipelines with checkpointing, cost estimation, and parallel execution.

Implement large-scale batch processing with chunking, parallel execution, checkpointing, and progress tracking.

System Prompt

Date: December 22, 2025

Document Type: Strategic Decision Report

Date: December 22, 2025

Enhanced Rust specialist for CODITECT v4. Expert in Actix-web, FoundationDB integration, async patterns, and multi-tenant architectures. Follows ADR standards, ensures 95% test coverage, and integrates with CODI monitoring. Primary implementer for src/ components.

Automated bill payment scheduling with due date tracking, auto-pay setup, and late fee prevention

You are the **Binary Distribution Architect**, a specialized agent responsible for designing and implementing multi-platform binary release workflows. You orchestrate the entire release process from b

This skill provides patterns for automating multi-platform binary releases through CI/CD pipeline...

Task ID: A.4.5

Table of Contents

Research individuals: $ARGUMENTS

Specialized AI agent for conducting systematic biographical research on individuals (founders, executives, investors, researchers) using structured web search methodology with validation requirements.

Blockchain and Web3 development specialist with expertise in smart contracts, DeFi protocols, and decentralized applications.

Type: Deployment Architecture

* Overview

Overview

10-16 Checkpoint: Docker Multi-Stage Build Fixes + Deployment Fix

11 Browser Verification

11 Test Report

14 - theia 66 Packages Deployment Checkpoint

17 - Detailed Verification & Status Report

17 - SUCCESS REPORT

17 Deployment Ready Status

17 vs Build #18 - Complete Security & Feature Comparison

18 - Complete Production Deployment Guide

18 - Final Configuration & Multi-llm Suite

18 - Security Configuration: Non-Root User Setup

18 Attempt 6 - SUCCESS ✅

23 - theia Localhost Connection Fix - Checkpoint

30: Browser Console Error Analysis & Icon Theme Fix

Automated end-to-end workflow: Local build → Cloud Build → GKE deployment → Documentation update.

Build Orchestration Phases

Last Updated15 EST

* Overview

* Overview

Build a CODITECT website from templates.

* Overview

* Overview

You are a Business Analytics Specialist responsible for analyzing business data, generating actionable insights, and creating data-driven recommendations for strategic decision-making.

Advanced Document Management System with Vector Search and GraphRAG

You are a Business Intelligence Analyst responsible for providing comprehensive market analysis, competitive intelligence, financial modeling, and strategic positioning to support data-driven business

Company: AZ1.AI / CODITECT

Level: System Context (C4 Model Level 1)

Level: Container (C4 Model Level 2)

Purpose: Detailed component-level architecture of the Django License Server backend, showing Django apps, models, viewsets, middleware, and service layers with multi-tenant architecture implementation.

Purpose: Component-level architecture of the Cloud SQL PostgreSQL database, showing Row-Level Security (RLS) enforcement, connection pooling, backup strategy, and performance optimization for multi-tenant data isolation.

Purpose: Component-level architecture of Redis Memorystore, showing atomic seat counting with Lua scripts, session TTL management, connection pooling, and failover strategy for multi-tenant license session tracking.

Document Type: C4 Level 3 (Component) Diagram

Document Type: C4 Level 3 (Component) Diagram

Document Type: C4 Level 3 (Component) Diagram

Document Type: C4 Level 3 (Component) Diagram

Level: Component (C4 Model Level 3)

Level: Component (C4 Model Level 3)

Level: Component (C4 Model Level 3)

Diagram Level: 1 (System Context)

Diagram Level: 2 (Container)

Diagram Level: 3 (Component)

Diagram Level: 4 (Code)

Purpose: Class-level detail of the tenant context management system, showing thread-safe context storage, PostgreSQL session variable integration, and usage patterns for maintaining tenant isolation throughout request lifecycle.

Purpose: Class-level detail of the Django multi-tenant model architecture, showing inheritance hierarchy, field definitions, and relationships between tenant-scoped models.

Generate C4 diagrams for: $ARGUMENTS

Diagram Level: 1 (System Context)

Diagram Level: 2 (Container)

Diagram Level: 3 (Component)

Diagram Level: 4 (Code)

Overview

Document Type: C4 Level 4 (Code) Diagram

Automated resume screening, skill matching, and initial candidate qualification with bias detection and scoring

WebAssembly optimization specialist for terminal-core. Expert in WASM size reduction, performance tuning, memory management, and browser compatibility. Specializes in Rust-to-WASM compilation with wasm-pack, wee_alloc, and advanced optimization techniques.

Research Document for CODITECT Anti-Forgetting Memory System

Complete Celery integration for CODITECT License Platform with production-ready background task processing, scheduled jobs, and Kubernetes deployment.

Complete Celery integration for CODITECT License Platform, enabling background task processing and scheduled jobs for production operations.

Production-ready Celery integration for asynchronous task processing in CODITECT License Platform.

Automated changelog generation and release management using conventional commits and modern relea...

conversational AI design and optimization

Primary orchestration agent for CODITECT code review and task coordination. Reviews code against ADR standards while managing follow-up activities via CODI system. Essential for multi-agent coordination, quality gates, and implementation tracking.

✅ Use when: Creating new GitHub repository for CODITECT submodule Configuring git remote tracking for existing repository Setting up repository...

✅ Use when: Creating a new CODITECT submodule from scratch Setting up distributed intelligence (.coditect symlinks) in existing repository...

Automated checkpoint creation system for session preservation and context continuity. Creates tim...

Date26:48Z

Date37 UTC

You are a CI/CD Automation Specialist responsible for designing, implementing, and optimizing continuous integration and continuous deployment pipelines for modern software development workflows.

Build CI/CD pipeline with automated testing, building, deployment, rollback capability, and deployment gates.

Implementation Status: ✅ Currently Implemented

Research documentation for: $ARGUMENTS

Automated collection, processing, and organization of Claude Code and Anthropic documentation from official sources, community resources, and training materials. Enables systematic knowledge base buil

🎯 Claude Sub-Agents Collection Analysis

🎯 Improvement Opportunities for Claude Sub-Agents

This file provides guidance to Claude Code and other AI assistants when working with this codebase.

Quick reference for Claude Code in the CODITECT v4 repository.

Research Date: December 3, 2025

Multi-channel client acquisition workflow with lead tracking, qualification, and conversion optimization

Structured client communication from booking to delivery with automated touchpoints and expectation setting

Purpose

You are a Full-stack cloud infrastructure specialist responsible for GCP deployment, CI/CD optimization, container orchestration, and ensuring CODITECT v4 achieves <5 minute deployments with 99.9% upt

You are a Full-Stack Cloud Architecture Specialist responsible for ensuring code is production-ready, cloud-optimized, and follows industry best practices for scalable, secure, and cost-effective clou

CODITECT Cloud Infrastructure - Multi-Cloud Readiness Report

Created: 2025-10-27

Document: CLOUD-INFRASTRUCTURE-INTEGRATION-ANALYSIS.md

Deployment Overview

Overview

⚡ Fast deployment for experienced users

Document Version: 1.0

You are a Code Change Reviewer that orchestrates CODITECT's MCP tools (semantic search, call graph, impact analysis) to provide comprehensive change reviews with risk scoring, blast radius mapping, and architectural decision constraint checking.

You are a Code Documentation Specialist responsible for generating comprehensive, accurate, and maintainable documentation from source code. You create API references, usage guides, and inline documen

Production-ready autonomous code modification agent with multi-file orchestration, dependency-awa...

System Prompt

System Prompt

Review methodology, constructive feedback patterns, PR best practices, and automated quality gates

You are a Code Reviewer Specialist responsible for conducting thorough code reviews that improve code quality, catch bugs, ensure best practices, and maintain codebase consistency. You provide actiona

Code signing ensures binary authenticity and integrity, enabling operating systems and users to v...

You are the **Code Signing Specialist**, a security-focused agent responsible for implementing and managing code signing workflows across all major platforms. You ensure that distributed binaries are

Architecture analysis, pattern detection, dependency mapping, and codebase metrics for comprehensive code understanding

You are a specialist at understanding HOW code works. Your job is to analyze implementation details, trace data flow, and explain technical workings with precise file:line references.

You are a specialist at finding WHERE code lives in a codebase. Your job is to locate relevant files and organize them by purpose, NOT to analyze their contents.

File discovery, structure understanding, intelligent search strategies, and efficient codebase exploration

You are an intelligent code pattern discovery specialist with advanced automation capabilities. Your job is to locate similar implementations that can serve as templates or inspiration for new work, u

Vision

You are an intelligent DevOps engineer with advanced automation capabilities and extensive expertise in building and managing production infrastructure. Your focus is on creating reliable, scalable, a

You are an intelligent Comprehensive Technical Documentation Specialist with advanced automation capabilities and Quality Assurance expertise. You create and validate enterprise-grade documentation us

When to Use This Skill Use this skill when implementing codi qa patterns patterns in your codebase. How to Use This Skill Review the patterns and examples be...

You are an intelligent quality assurance specialist with advanced automation capabilities and deep expertise in comprehensive testing strategies. Your focus is ensuring software quality through smart

Document: CODI Race-Free Multi-Agent Architecture Design

Vision

This directory contains archived Claude Code session exports. Individual conversation files are not tracked in Git due to size (1,200+ files), but this index provides a summary.

You are an intelligent test engineering specialist with advanced automation capabilities and expertise in test automation and testing infrastructure. Your focus is building robust testing systems usin

Codi Testing Patterns When to Use This Skill Use this skill when implementing codi testing patterns patterns in your codebase. How to Use This Skill Review t...

Date: 2025-10-06

Document Type: Implementation Plan with CODITECT v2 Tasklist

You are an Architecture Decision Record Compliance Specialist responsible for ensuring all implementations meet rigorous CODITECT v4 standards and quality requirements through comprehensive ADR valida

Date: 2025-09-22

Browser-Based IDE with Local llm Support, Multi-Agent Architecture, and Real-Time Collaboration

🚀 One-Command Start

Audit Date: 2025-10-29

Created: 2025-10-29

Business Case & Value Proposition

Complete End-to-End System Architecture

Core processing library for audio transcription functionality.

Overview

CAPaaS - Coditect Agentic Platform as a Service

Status: Ready for GKE Staging Deployment

Agentic browser control agent that autonomously navigates, interacts with, and extracts data from web pages using the agent-browser JSON DSL protocol with Playwright-powered browser automation

Date: December 18, 2025

Analysis Date: December 18, 2025

FastAPI backend for CODITECT Cloud Platform with multi-tenant architecture, JWT authentication, and Row-Level Security.

Date00 AM EST

Complete deployment guide for Django 5.2.8 backend on Google Kubernetes Engine (GKE).

Date00 AM - 3:30 AM EST

Production-ready Docker and Kubernetes deployment configuration for Django 5.2.8 backend.

Phase: Phase 2.2 - FastAPI Backend Foundation

Python Version Compatibility

Document Status: Production

Document Status: Production

Last Updated30 AM EST

Date: November 30, 2025

Executive Summary

Production-Ready Directory Organization

Date: November 23, 2025

Assessment Date: 2025-11-30

Generated: 2025-11-30

Generated: 2025-11-30

Prerequisites

Overview

Compliance automation and evidence collection framework for SOC 2, ISO 27001, HIPAA, and custom compliance programs.

Module Name: CODITECT-COMPLIANCE

Initiative: Transform CODITECT into a Modular, Composable Product Suite

coditect-core - Project Plan Repository: coditect-core Category: core/ Phase: 0.8 Priority: P0 Status: 📋 PLANNED Current Gap ---------------- 85/100 5 CLAUDE...

Repository: coditect-core Category: core/ Phase: 0.8 Current Score: 85/100 Target Score: 90+/100 Status: 📋 PLANNED

Product: AZ1.AI CODITECT - Distributed Intelligence Framework

Product: CODITECT Core Framework Component Upgrade

Report Date: December 4, 2025

Date: November 24, 2025

Overview

CODITECT Distributed Intelligence Verification Report Date: December 4, 2025 Repository: coditect-rollout-master Status: ✅ Grade A - Fully Compliant with COD...

Date: December 4, 2025

Date: December 27, 2025

Date: December 19, 2025

Date: December 27, 2025

Date: December 27, 2025

Date: December 19, 2025

Date: December 27, 2025

Date: December 27, 2025

Analysis Date: December 19, 2025

Version: 1.0

Project ID Active Development | Type: Product

Document Version: 1.0

This directory contains comprehensive API documentation for the CODITECT License Management API.

Version: 1.0.0

Project: CODITECT Cloud Infrastructure + Django Backend

Project: CODITECT Cloud Backend - License Management API

Comprehensive Research Report: Cloud + On-Premise Hybrid Licensing

Production-ready Python SDK for automated license seat management with heartbeat automation.

Version: 1.0

What's missing to enable full visibility into multi-agent workflows

Version: 1.0.0

Complete inventory of all architecture documentation, diagrams, workflows, and supporting materials.

Date: 2025-10-27

**Version:** 1.0.0

**Version:** 1.0.0 **Category:** Onboarding & Training **Status:** Production **Last Updated:** D...

Purpose

Purpose: Native CODITECT enhancements for production-grade parallel agent execution with multi-LLM support.

Date: November 24, 2025

Current State: 8 H.P.006-WORKFLOWS

Current State: 8 workflows

Date: 2025-11-30

Date: 2025-11-30

Date: 2025-11-30

Date: 2025-11-30

Version: 1.0.0

Version: 1.0.0

Version: 1.0.0

Version: 1.0.0

Bottom-Up Cost Estimation Using Industry-Standard Methodologies

Status: Production Ready

Date: 2025-11-28

Executive Summary

Project Overview

Document Type: Change History

Date: November 22, 2025

Agent Type: CODITECT Primary Agent

Date: November 24, 2025

Version: 1.0.0

Version: 3.0

Version: 1.0.0

Version: 1.0.0

---

Standard ID: CODITECT-STANDARD-ADR

Version: 1.0.0

Version: 1.0.0

Status: Approved

---

Version: 1.0.0

---

Version: 1.0.0

Version: 2.0.0

Standard ID: CODITECT-STANDARD-SDD

Standard ID: CODITECT-STANDARD-TDD

Version: 1.0.0

---

---

Version: 1.0.0

Analysis Date: December 3, 2025

Date: November 28, 2025

Audit Date: 2025-11-28

Version: 1.0.0

Building Tomorrow's Agentic AI Power Users Today

Date: 2025-09-22

Executive Summary

Date: 2025-11-26

Date: 2025-11-16

Date: 2025-10-14

Version: 3.0

License Management Platform - Design Specifications

Version: 1.0.0

AI-powered platform that transforms Architecture Decision Records into working software.

Last Updated: 2025-10-07

Last Updated: 2025-10-07

Last Updated: 2025-10-07

Last Updated: 2025-10-07

Date: 2025-10-07

Date: 2025-10-07

Date: 2025-10-07

Date: 2025-10-07

Version: 1.0.0

Prompt ID: 01-PRODUCT-DEFINITION

Prompt ID: 02-PRODUCT-REQUIREMENTS

Prompt ID: 04-TECHNICAL-DESIGN-DOCUMENT

Document Version: 1.1.0

Date: 2025-11-28

Project: CODITECT Enterprise Document Management System

Project: CODITECT Enterprise Document Management System

Date: 2025-09-22

Overview

Version: 1.0.0

Version: 1.0.0

Version: 1.0.0

Agentic Development as a Service - Transform Ideas into Production-Ready Products with Autonomous AI Orchestration

🌐 Server Features

Date: November 24, 2025

Overview

* Overview

System Prompt

Expert skill for multi-agent communication, control commands, and delegation patterns.

* Overview

Monitor, filter, and respond to community interactions with automated moderation and escalation rules

Date: December 19, 2025

You are a competitive intelligence specialist for strategy brief generation. Your role is to analyze competitive landscapes, profile key competitors, map strategic positioning, and identify competitiv

You are an expert competitive market analyst specializing in AI-first development tools and IDEs. Your primary expertise lies in systematic competitive intelligence gathering, market positioning analy

Automated monitoring of competitor pricing changes with historical tracking and alerting

Project: CODITECT Rollout Master

From Educational Framework to Generic Project Template

Date: 2025-11-26

You are a Complexity Assessment Specialist responsible for analyzing task descriptions and recommending appropriate complexity levels, workflow phases, token budgets, and agent sequences for optimal e

System Prompt

Workflow for automated compliance checking across multiple frameworks with report generation.

Regulatory compliance validation specialist for comprehensive control verification across major frameworks including SOC 2, HIPAA, GDPR, PCI DSS, and ISO 27001.

Overview

Purpose: Enable CODITECT self-awareness through unified capability indexing across all component types.

You are a Component QA Reviewer responsible for deep quality assessment of CODITECT framework components. Your mission is thorough evaluation of content quality, documentation completeness, and adhere

You are a Component QA Validator responsible for automated structural compliance validation of CODITECT framework components. Your mission is fast, accurate validation against established standards.

Version: 1.0.0

Course Overview

Project: CODITECT Context Intelligence Platform

Date: November 22, 2025

Concept Tag Cloud

Date: 2025-11-28

Comprehensive multi-dimensional code and architecture review specialist

You are a Compression Evaluator, a specialized judge agent that evaluates the quality of context compression using probe-based assessment methodology.

1. Metadata Compression

System Prompt

* Overview

Date: 2025-10-28

Technical content marketing and developer relations specialist

Document Type: Production Pipeline Guide

✅ Use when: Researching founding team backgrounds for competitive analysis Validating credentials of executives, investors, or advisors Conducting...

✅ Use when: Analyzing code patterns across multiple files with dependency tracking Planning systematic refactoring operations with rollback support...

✅ Use when: Developing React components in isolation with live preview Testing frontend components with Playwright automation Performing visual...

**Purpose**: Successfully build and deploy Coditect modules (backend, frontend+Theia combined) to...

✅ Use when: Fixing Mermaid diagrams that fail to render on GitHub Automating syntax repairs across multiple diagram files Ensuring GitHub Mermaid...

Design and evaluate context compression strategies for long-running agent sessions

INSTRUCTIONS FOR CLAUDE: Execute the appropriate backup script command based on arguments.

Author: Claude Code Analysis

Version: 2.0.0

Recognize, diagnose, and mitigate patterns of context degradation in agent systems

Understand context components, mechanics, and constraints in agent systems

Analyze the current session context for health issues including degradation, poisoning indicators, and optimization opportunities.

You are a Context Health Analyst, a specialized agent for monitoring and analyzing session context health. Your primary function is to detect context degradation patterns, attention distribution issue

Apply optimization techniques to extend effective context capacity in agent systems

Restore context from: $ARGUMENTS

Current Status: Aviation Complete (98/100) + Automation Framework Ready

Automated deployment pipeline to staging and production

Automated deployment pipeline to staging and production

Set up or update CI pipeline for automated testing and validation

Set up or update CI pipeline for automated testing and validation

Use AI to analyze contracts for key terms, risks, and obligations.

Consumer-driven contract testing patterns ensuring API compatibility between services with Pact a...

Thank you for your interest in contributing to the AI-Powered PDF Analysis Platform!

Thank you for your interest in contributing to the CODITECT Enterprise Content and Document Management System! This document provides guidelines and workflows for contributing to the project.

Overview

Thank you for considering contributing to the Runway Calculator project! This document provides guidelines and instructions for contributing.

* Overview

Overview

Date: 2025-10-06

Overview

You are the **Council Chairman**, responsible for synthesizing multi-agent code review findings into final verdicts with structured merge decisions and compliance audit trails.

Council Orchestration Patterns When to Use This Skill Use this skill when implementing council orchestration patterns patterns in your codebase. How to Use T...

You are the **Council Orchestrator**, responsible for coordinating multi-agent code review councils that produce consensus-based, auditable quality assessments.

Council Review Patterns When to Use This Skill Use this skill when implementing council review patterns patterns in your codebase. How to Use This Skill Revi...

Multi-agent code review pattern with anonymized peer evaluation, consensus scoring, and structure...

System Prompt

System Prompt

Create an isolated git worktree for parallel task execution.

Date: 2025-10-06

Date: 2025-10-06

Date: November 30, 2025

C4 Model Analysis with Integrated Diagrams

Detailed Task Breakdown with Progress

QR Contact Card Generator - CRM Integration

Contact Relationship Management System for QR Contact Card Generator

Contact Relationship Management System

Contact Relationship Management System

Automated documentation synchronization across 4 key files to prevent inconsistencies and missed ...

Date: 2025-10-26

Date: 2025-10-06

Sprint: See v2/sprints/ for active sprint folder

Template for tracking active sprint progress. Link to current sprint in v2/sprints/.

Implemented Features

Generate comprehensive educational content for: $ARGUMENTS

Overview

Document ID: CODITECT-BIO-SOC2-AUTO-001

Version: 2.0.0 (Phase 2 - Production Multi-Tenant SaaS)

🎯 Overview

🎯 Overview

Overview

Overview

Version: 4.0 (Hybrid AI + GPS Navigation)

🎉 Completed Work

🎉 Completed Work

Multi-Project, Multi-Tenant, Multi-Team Navigation System

Multi-Project, Multi-Tenant, Multi-Team Navigation System

Status: Production Ready

Document Version: 1.0

Complete Multi-Tenant SaaS Solution

Version: 2.0

Migration Date: November 26, 2025

Date: 2025-11-24

Date: November 27, 2025

One-page cheat sheet for developers using the v2.0 schema

Design and implement automated data collection pipelines for research and analytics workflows

Data engineering and pipeline architecture specialist

* Overview

You are a Comprehensive Database Architect responsible for designing, implementing, and optimizing database systems across the full spectrum of SQL and NoSQL technologies. You complement the foundatio

Status: Design Proposal

Overview

Analyze database: $ARGUMENTS

1. Core Database Functions

Purpose

CODITECT Cloud Platform Deployment - First Day Protocol

System Prompt

AI-powered debugging specialist for automated root cause analysis and issue resolution.

Purpose

Version: 5.0.0

Analyze requirements and decompose tasks for: $ARGUMENTS

Production-ready dependency vulnerability scanning skill for identifying and remediating vulnerab...

System Prompt

Deploy a CODITECT website to Google Cloud Platform.

**Purpose**: Find and restore previous successful deployment configurations by analyzing git hist...

This guide covers deploying the PDF Analysis Platform to Google Cloud Platform (GCP) using Google Kubernetes Engine (GKE) and Cloud Build.

Date: 2025-11-26

Date03 UTC

Deployment strategy and release management specialist

🎯 What Problem Did We Solve?

Executive Summary

Date: December 2, 2025

Date: 2025-11-26

Automate asset depreciation using straight-line, declining balance, or custom methods with tax compliance

1. Core System Requirements Analysis

Automate design-to-dev handoff with spec generation, asset export, and code snippet extraction from Figma/Sketch.

Define and manage design tokens (colors, typography, spacing) with multi-platform export (web, iOS, Android).

CODITECT Audio2Text

Comprehensive guide for developing with the Coditect AI IDE (T2) codebase.

CODITECT Citus Django Infrastructure

Last Updated: 2025-10-13

You are a DevOps Engineering Specialist responsible for comprehensive CI/CD automation, infrastructure management, and operational excellence through modern DevOps practices, container orchestration,

Document ID: CODITECT-DMS-SPEC-014

Distribute the CODITECT install script with temporary public access.

Date: 2025-11-24

You are a **Document Workflow Architect** specializing in designing and implementing document-centric workflows including approval chains, review cycles, version control policies, and automated routin

📋 Summary

Last Updated: 2025-10-12

Date: 2025-10-12/13

Docker development patterns, best practices, and AI agent workflows for containerized development

Last Updated: 2025-10-13

Date: November 22, 2025

Automate document creation using templates and assembly tools.

**Type:** document-merger

Expert skill for intelligently splitting large documents at semantic boundaries rather than arbit...

Collection of document processing skills for various file formats.

Execution report for internal/project/ consolidation. Created 3 new files, deleted 100+ obsolete files.

DOCUMENTATION CROSS-REFERENCES AND DEPENDENCIES Date: November 22, 2025 Project: Documentation Reorganization - Phase 1, Day 1 Purpose: Map all documentation...

Automated documentation generation specialist

Quick Start

DOCUMENTATION INVENTORY - Complete File Catalog Date: November 22, 2025 Project: Documentation Reorganization - Phase 1, Day 1 Purpose: Comprehensive invento...

Date: 2025-11-30

You are a Documentation Librarian and Information Architect specializing in organizing, maintaining, and optimizing documentation systems. Your job is to create well-structured, navigable documentatio

Invoke the documentation-librarian agent to transform scattered documentation into organized, navigable systems with automated quality monitoring.

Production-ready documentation organization and maintenance system that transforms scattered docu...

Date: 2025-10-07

Generate documentation for: $ARGUMENTS

Status: Ready to Execute

Repository: coditect-cloud-infra

Created: 2025-11-23

You are a Documentation Quality Agent responsible for ensuring all technical documentation in CODITECT projects meets the highest standards for clarity, accuracy, consistency, and maintainability. You

Purpose: Visual representation of how this plan achieves 100/100 documentation quality.

Documentation standards validation, quality metrics, completeness checks, and consistency analysis

Date: 2025-10-07

Date: 2025-10-07

Purpose: Visual representation of the complete documentation structure before and after reorganization.

coditect-rollout-master CLAUDE.md and README.md

Date: 2025-11-22

DOCX creation, editing, and analysis When to Use This Skill Use this skill when working with DOCX document generation or manipulation in your codebase. How t...

Version: 1.0.0

* Overview

Success Criteria [ ] [Success criterion 1] [ ] [Success criterion 2] [ ] [Success criterion 3]

Comprehensive end-to-end testing patterns for reliable, maintainable browser automation with Play...

* Overview

Document: ADR-028

User

You are an Educational Content Generator specialist responsible for creating comprehensive, multi-level AI learning content optimized for Google NotebookLM processing and book/assessment generation.

Version: 1.0

Automated email campaign deployment with A/B testing, segmentation, and performance tracking

email campaign creation and optimization

Build and maintain emergency fund with automated contributions, adequacy calculations, and replenishment after use

Automate new hire workflows including provisioning, training, access, equipment, and orientation tracking

End-to-end new hire onboarding from offer acceptance through first 90 days with automated task tracking

Analyze home energy consumption patterns and optimize device scheduling to reduce costs while maintaining comfort

* Overview

Research Date: December 19, 2025

You are an **Enterprise Workflow Analyst** responsible for assessing business processes for automation potential, selecting appropriate workflow platforms, designing integration architectures, and bui

Overview

Epic ID: E010-ROLLOUT-GTM Epic Name: Rollout & Go-To-Market Status: Planned Sprint Range: 52-56 (Jan 19 - Mar 20, 2027) Completion: 0% (0/3189 tasks)

System Prompt

Error analysis and debugging specialist

Build comprehensive error handling system with retry strategies, circuit breakers, dead letter queues, and error analytics.

1. Core Error Handling Framework

System Prompt

Evaluate AI responses using professional LLM-as-judge patterns. Supports direct scoring, pairwise comparison with position bias mitigation, and rubric generation.

Expert skill for creating evaluation rubrics, implementing LLM-as-judge patterns, and assessing q...

Automated evening routine - dim lights, lock doors, arm security, adjust temperature, activate sleep mode

* Overview

* Overview

Company: AZ1.AI / CODITECT

Prepared For: Hal Casteel, Founder/CEO/CTO, AZ1.AI INC

**Version:** 1.0.0

Expanded Onboarding Patterns When to Use This Skill Use this skill when implementing expanded onboarding patterns patterns in your codebase. How to Use This ...

Automated expense tracking with transaction categorization, receipt scanning, budget monitoring, and spending alerts

Explain Skill - Intelligent Question Answering Automatically determine the best strategy to answer user questions by combining: Direct LLM knowledge Local kn...

1. Open-Source Software Components

* Overview

Status: Active Development

Date: November 30, 2025

System Prompt

Welcome to the File Monitor documentation. This index provides quick navigation to all documentation resources.

Quick Access

Production-grade cross-platform file system monitoring library with comprehensive error handling, observability, and graceful shutdown.

Date: 2025-10-06

Executive Summary

Executive Summary

Date: 2025-10-06

Date: 2025-10-06

Date: 2025-10-06

Date: 2025-10-06

What is the File-Monitor?

Purpose

Core Application Files

Document Type: Research & Best Practices Guide

Date: November 22, 2025

This document outlines the mismatches between the FinancialEvent struct as defined in the codebase and how it was referenced in our tests.

Documentation quality specialist for CODITECT v4. Reviews ADRs against QA-REVIEW-GUIDE-v4.3 standards, ensures cross-document consistency, tracks documentation evolution, and maintains 40/40 quality scores. Essential for ADR reviews and documentation updates.

Installation (5 minutes)

Overview

Overview

**Version:** 1.0.0

**Version:** 1.0.0 **Category:** Mentorship & Guidance **Status:** Production **Last Updated:** D...

System Prompt

Cross-platform mobile development specialist with expertise in Flutter, Dart, and native platform integration.

Build automated follow-up system with scheduled check-ins, outcome monitoring, and intervention triggering for post-visit care

Cluster Details

FoundationDB specialist for CODITECT v4. Expert in multi-tenant key design, transaction patterns, performance optimization, and distributed consistency. Ensures ADR-001 compliance for data isolation and implements efficient query patterns.

You are a Comprehensive Database Specialist combining expertise from FoundationDB operations, database architecture, and schema design. You unify three specialized areas into enterprise-grade database

Created: 2025-10-14

🎉 Mission Accomplished: $1,320/month Cost Savings!

Created: 2025-10-14

Date: 2025-10-06

Expert skill for working with FoundationDB in the T2 multi-tenant architecture.

Setup ticketing for: $ARGUMENTS

Framework migration and modernization specialist

Expert skill for event-driven systems, FSMs, architecture modeling, and reactive patterns.

You are a strategic framework specialist for strategy brief generation. Your role is to apply rigorous strategy frameworks to market and competitive data, translating raw intelligence into structured

* Overview

Version: 2.0 (theia-based)

Purpose

Autonomous frontend development specialist for React/Vue/Svelte component development, testing, and browser automation using CODITECT Component Viewer and Playwright.

Frontend and mobile development specialist

Frontend and mobile security assessment specialist

You are an Advanced React/TypeScript Frontend Specialist responsible for building production-grade user interfaces with strict type safety, modern patterns, and exceptional performance characteristics

Session: FRONTEND-EXPERT-SESSION2

System Prompt

Date: 2025-10-26

Executive Summary

Project: CODITECT Cloud Backend

Generated: 2025-11-23

Type: Infrastructure Diagram

Date: 2025-11-23

Automated cleanup of legacy GCP resources based on proven patterns from production deployments.

Project ID: serene-voltage-464305-n2

CODITECT Infrastructure on Google Cloud Platform

Document Status: PLACEHOLDER - Awaiting market research content from web-search-researcher agent

Generate PR description for: $ARGUMENTS

Autonomous submodule specification and multi-agent implementation planning system.

System Prompt

System Prompt

You are a Generative UI Accessibility Auditor specialist expert in validating WCAG 2.1 AA/AAA compliance through automated testing, manual review, and comprehensive accessibility reporting.

You are a Generative UI Architect specialist expert in designing component hierarchies, layout structures, and architectural patterns for production-ready user interfaces.

You are a Generative UI Code Generator specialist expert in producing production-ready TypeScript/React code from UI architectures with strict typing, accessibility, and comprehensive testing.

Analysis Date: November 26, 2025

You are a Generative UI Intent Analyzer specialist expert in parsing natural language descriptions and converting them into structured UI specifications for production-ready component generation.

You are a Generative UI Quality Reviewer specialist expert in comprehensive code review for production-ready React + TypeScript applications with focus on type safety, performance, security, and maint

* Overview

Pre-push guard that runs a quick git audit to warn about dirty sibling repos and submodule drift before pushing.

Periodic trigger for scripts/git_audit.py to maintain Git repository hygiene across the CODITECT ecosystem.

Complete Git workflow, configuration, and best practices for the Coditect AI IDE project.

Automated git operations for common workflows: status checks, branch management, commits with con...

You are the **Git Workflow Orchestrator**, responsible for coordinating bottom-up git synchronization across multi-repository projects with submodules, ensuring safe operations, conventional commits,

Comprehensive CI/CD automation with GitHub Actions including workflow optimization, matrix strate...

Date: 2025-10-26

Document Purpose: Define market positioning, value proposition, and customer acquisition strategy

Project: CODITECT Google Docs Integration

Project: CODITECT Google Docs Integration

Project: CODITECT Google Docs Integration

Project: CODITECT Google Drive Integration

To persist container data with pods in Google Cloud GKE, use Kubernetes PersistentVolumes (PV) and PersistentVolumeClaims (PVC) to facilitate durable storage: a pod mounts a PVC, which dynamically provisions and attaches a persistent disk (Compute Engine Persistent Disk or Google Filestore) for consistent data across pod restarts.

Document Type: Technical Reference Guide

Project: CODITECT Google Mail (Gmail) Integration

Project: CODITECT Google Meet Integration

Document Type: Technical Reference Guide

Research Date: December 19, 2025

Overview

Production-ready GraphQL API design skill implementing industry best practices for schema design,...

You are a **Growth Marketing Specialist** focused on scalable customer acquisition, demand generation, and conversion optimization using data-driven marketing strategies.

Automated guest welcome sequence - unlock door, adjust lighting/temperature, display welcome message, activate guest WiFi

Overview

System Prompt

Help Documentation Task List Created: 2025-12-11 Status: In Progress Priority: High - User Experience Total Incomplete ------------------- 115 73 20 10 41 0 ...

Time Required: 30-60 minutes

Version: 1.0.0

Time Required: 45-90 minutes

Estimated Time 45 min, production workflow: 90 min)

Estimated Time 30 min, complex with validation: 50 min)

Estimated Time 30 min, production script: 60 min)

Estimated Time 20 min, complex with agents: 40 min)

What We've Accomplished

Analysis Date: 2025-10-14

Analysis Date: 2025-10-14

Analysis Date: 2025-10-14

Analysis Date: 2025-10-14

Analysis Date: 2025-10-14

Analysis Date: 2025-10-14

Date: 2025-10-29

This document outlines our hybrid approach to testing in the Runway Calculator application, which combines the standard Rust testing pattern with additional organization for complex testing scenarios.

Date: November 22, 2025

The main reason your theia instance's Kubernetes pod disappears after a session timeout is likely due to the pod's lifecycle management in conjunction with theia Cloud or the container orchestration configuration that automatically terminates pods when idle or after a timeout period. Some theia Cloud deployments are designed to destroy IDE pods automatically after a certain inactivity timeout, around 30 minutes or so, to free up resources. theia-cloud uses a session timeout and monitors network activity to decide when to terminate pods that are no longer in use, as seen in some GitHub discussions about theia-cloud container auto-destruction behavior.

Overview

System Prompt

Overview

Summary

Build production-ready implementation for: $ARGUMENTS

Expert skill for tracking implementation progress across multi-file tasks with fuzzy path matchin...

From Educational Framework to Universal Template

What Was Created

Incident response and crisis management specialist

Incident response coordination and management specialist

System Prompt

Continuous monitoring of industry trends, emerging technologies, and market shifts

Date: 2025-10-07

Workflow ID: WF-INSTALL-001

**Version:** 1.0.0

* Overview

Date: 2025-10-13

Version: 1.0.0

Version: 1.0.0

Classify intent for: $ARGUMENTS

Create new CODITECT framework components with proper templates, automatic registration, activation, and MoE classification.

This skill provides a **fully interactive, general-purpose framework** for analyzing any aspect o...

Initialize any folder as a CODITECT-compatible git submodule with automatic GitHub repository creation, symlink chain setup, and parent repository registration.

When to use this skill ✅ Use this skill when: Writing 3P updates (Progress, Plans, Problems) Drafting company newsletters Creating FAQ responses Preparing st...

Internal Docs Consolidation - Quick Reference Card Status: Ready for Execution Timeline: 2 weeks (16-20 hours) Impact: 390 → 60 files (85% reduction) Before ...

Date: December 22, 2025

Date: December 22, 2025

Date: December 22, 2025

Completed: December 22, 2025

Generated: December 22, 2025

* Overview

Automatically trigger replenishment orders based on min/max levels, demand forecasts, and lead times

Synchronize inventory levels across warehouse management system, website, and marketplace channels

Comprehensive IoT development patterns for device communication, data ingestion, and cloud integr...

Complete JSONL session file processing capability with intelligent chunking, deduplication, and r...

Expert in processing Claude Code native JSONL session files with intelligent chunking, deduplication, and resume capability.

You are a Kubernetes StatefulSet Expert specializing in persistent workloads, container orchestration, and production-ready stateful applications for enterprise environments.

Source: Anish Acharya, Partner at Andreessen Horowitz (A16Z) Context: ~1,000 days since ChatGPT launch (November 2022)

Source: Anish Acharya, Partner at Andreessen Horowitz (A16Z)

This document summarizes the comprehensive toolset and documentation created for integrating the Coditect knowledge base with the multi-agent system.

Overview

Comprehensive strategy for maintaining, updating, and ensuring the long-term relevance of the Coditect knowledge base as it grows over time.

⏱️ Time to Deploy ~$200/month | 🎯 Difficulty: Intermediate

Overview

Comprehensive debugging and troubleshooting patterns for Kubernetes clusters including pod failur...

* Overview

Automated lead scoring and qualification with multi-channel enrichment and assignment routing

Automated leak detection and response - sensor monitoring, water shutoff, alert escalation, and damage mitigation

Automate level creation workflow from blockout to lighting with asset placement, optimization, and quality checks.

Overview

Date: November 24, 2025

Date: November 24, 2025

Date: November 30, 2025 (Updated with Expanded Research)

System Prompt

Copyright © 2025 AZ1.AI INC. All Rights Reserved.

Copyright © 2025 AZ1.AI INC. All Rights Reserved.

Executive Summary

You are an LLM Judge, a specialized evaluation agent implementing best practices for LLM-as-judge patterns. You provide objective, evidence-based evaluation of AI outputs.

Production-ready load testing skill covering major tools (k6, Artillery, Locust), test scenario d...

You are a Local Dev Server Management Agent responsible for detecting, launching, and managing project-local development servers.

CODITECT Citus Django Infrastructure

Complete Docker development environment setup with Ubuntu 22.04 LTS, XFCE, zsh, Claude Code, and CODITECT framework pre-installed

System Prompt

Frontend specialist for CODITECT v4 React/TypeScript implementation. Builds type-safe UIs with strict mode, WebSocket real-time features, API integrations, and responsive designs. Expert in React 18, TypeScript 5, modern CSS, and frontend performance optimization.

Observability and monitoring specialist for CODITECT v4. Implements structured logging per ADR-022, integrates with GCP operations suite, ensures distributed tracing, and enhances CODI monitoring system. Guardian of system visibility and operational excellence.

Rust implementation specialist for CODITECT v4. Develops production-grade Rust code following ADR standards, with expertise in Actix-web, FoundationDB integration, async patterns, and multi-tenant architectures. Primary agent for src/ implementation.

Full-stack cloud architecture specialist for CODITECT v4. Reviews code with deep GCP expertise, optimizes CI/CD pipelines, ensures cloud-native patterns, and validates deployment readiness. Expert in Rust, TypeScript, React, FoundationDB, and Google Cloud Platform.

1. What Must Be Preserved

Purpose: Validate end-to-end user experience in production

Version: 1.0.0

Manufacturing and agriculture automation workflows for production optimization, quality control, and supply chain management

Version: 1.0.0

You are a market research specialist for strategy brief generation. Your role is to quantify market opportunities through rigorous TAM/SAM/SOM analysis, identify growth drivers and barriers, and provi

marketing workflow automation

marketing operations and tech stack

Purpose: Generate a complete, production-ready, cloud-native PDF analysis platform with AI integration deployed on Google Kubernetes Engine.

Overview

Specialized agent for extracting high-value insights from meeting notes, transcripts, and recordings. Focuses on decisions, action items, and strategic context.

Overview

Automated welcome sequence for new community members with resource delivery and initial engagement

You are a Memory Context Agent responsible for intelligent long-term memory retrieval in the CODITECT framework. Your primary mission is to surface relevant prior work to inform current sessions while

You are a Memory Optimization Agent responsible for intelligent context management during long-running multi-file implementation tasks. Your core innovation is **write-file-triggered memory optimizati

Intelligent long-term memory retrieval that surfaces relevant prior work context while optimizing...

Design and implement memory architectures for agent systems with cross-session persistence

Date: 2025-11-24

Date: 2025-11-16

Automated Mermaid diagram syntax fixer that ensures all diagrams render correctly on GitHub by applying idempotent fixes for common compatibility issues including line breaks, ampersands, quotes, brac

Analysis Date: 2025-11-27

Analysis Date: 2025-11-27

* Overview

Database migration patterns for safe, zero-downtime schema changes with comprehensive rollback ca...

Date: December 26, 2025

Analyzes your use case or workflow and assembles an optimal team of specialized CODITECT agents, each contributing their unique expertise.

Orchestrates the complete MoE lifecycle: assembles experts to create deliverables, then judges to evaluate and iterate until quality standards are met.

Assembles a panel of specialized judges to evaluate, critique, and score output from multiple expert perspectives.

Machine learning operations specialist with expertise in ML pipelines, model serving, and production ML systems.

Comprehensive mobile CI/CD automation for iOS and Android deployment pipelines.

You are a **Mobile Application Testing Specialist** responsible for comprehensive testing of mobile apps across devices, platforms, and app store requirements.

Project: CODITECT Enterprise Document Management System

Mixture of Experts document classification with Type Expert agents, autonomous mode, and v3 enhanced frontmatter enforcement

Document Type: Strategic Analysis & Recommendations

Mixture-of-Experts workflow for task discovery, agent invocation creation, tasklist updates, and orchestrated execution

You are a MoE UI A2UI Renderer specialist responsible for generating structured A2UI (Agent-to-UI) component trees from architectural specifications. You translate design specifications into renderabl

You are a MoE UI AG-UI Event Coordinator specialist responsible for coordinating real-time event streaming between AI agents and frontend interfaces. You implement the AG-UI (Agent-Generated UI) proto

You are a MoE UI Component Library Curator specialist responsible for maintaining the CODITECT UI component catalog. You ensure pattern consistency, manage component specifications, curate reusable UI

You are a MoE UI Design System Enforcer specialist responsible for ensuring all UI generation adheres to customer design systems, brand guidelines, and visual identity standards. You enforce consisten

You are a MoE UI HITL Orchestrator responsible for managing Human-in-the-Loop approval workflows throughout the UI generation pipeline. You coordinate user interventions, manage action guards for high

You are a MoE UI Navigation Optimizer specialist responsible for optimizing navigation hierarchies, menu structures, and information architecture based on access patterns, user personas, and usability

You are a MoE UI Quality Gate Enforcer specialist responsible for validating all pre-conditions before UI generation begins. You ensure requirements completeness, design system availability, accessibi

You are a MoE UI Visual Design Specialist responsible for ensuring all generated UI has enterprise-grade visual polish, proper visual hierarchy, balanced whitespace, and professional appearance that d

Date: 2025-10-19

System Prompt

Implement automated monitoring with health checks, metric collection, alerting rules, and incident automation.

Purpose

You are a Unified Observability and Monitoring Architect responsible for comprehensive system visibility through structured logging, distributed tracing, metrics collection, and real-time monitoring f

Status

Execute personalized morning routine with automated triggers, habit stacking, and progress tracking

Expert skill for managing complex multi-agent workflows with token budget awareness, context mana...

Synchronize data across multiple systems with conflict resolution, eventual consistency, change detection, and sync monitoring.

Multi-tenant architecture specialist for CODITECT v4. Expert in tenant isolation, data partitioning, security boundaries, and scalable SaaS patterns. Ensures complete tenant separation while maintaining performance and operational efficiency.

You are a Multi-Tenant Architect responsible for designing and validating complete tenant isolation, scalable SaaS architecture, and security boundaries across all system components for enterprise app

You are a Multi-Agent Coordinator, an orchestrator agent specialized in coordinating complex multi-agent workflows with robust failure handling, handoff protocols, and consensus mechanisms.

Date: November 30, 2025

Execute comprehensive competitive research using coordinated subagents.

Analysis Date: 2025-10-14

Analysis Date: 2025-10-14

Research Date: 2025-10-19

Analysis Date: 2025-10-14

Status: ✅ Implemented

Analysis Date: 2025-10-14

Version: 1.0

Version: 1.0

Overview

Document Version: 1.0

Purpose: Coordinate 5 parallel agent workstreams for CODITECT Cloud Platform deployment with zero merge conflicts and 45-52% faster completion time.

Date: 2025-10-14

You are a Native Installer Builder responsible for creating production-ready installation scripts that enable users to install CLI tools and binaries without requiring Node.js or package managers.

✅ Use when: Updating project templates (project-plan.md, tasklist.md) Synchronizing configuration changes across multiple submodules Applying new...

3 Critical Bugs to Fix Immediately

MEMORY-CONTEXT Dashboard

NDA generation, tracking, expiration monitoring, and counterparty management

System Prompt

Design email newsletter with content curation, template design, A/B testing, and automated sending with analytics.

Last Updated15 EST

This document outlines the next steps for completing and improving the Runway Calculator application.

Completed

Completed

Status: Phase 2 ✅ COMPLETE → Moving to Staging Deployment

Expert skill for optimizing educational content specifically for Google NotebookLM processing, en...

Implement multi-channel notification system (email, SMS, Slack, webhook) with templating, scheduling, and delivery tracking.

You are an expert meta-cognitive novelty detection specialist with advanced automation capabilities in systematic situation assessment and adaptive response strategy development. Your primary expertis

This skill provides comprehensive patterns for packaging and publishing native binaries as npm pa...

Expert skill for distributing native binaries via npm using the optionalDependencies pattern with...

You are an npm Packaging Specialist responsible for creating production-ready cross-platform npm packages that distribute native binaries efficiently using modern npm patterns and best practices.

Observability and monitoring implementation specialist for distributed systems, focusing on the three pillars: metrics, logs, and traces.

CODITECT Cloud Infrastructure

Company Hal Casteel, Founder/CEO/CTO | Email: hal@az1.ai

Plan and implement: $ARGUMENTS

Research and plan ticket: $ARGUMENTS

Implementation Status: 🔧 Requires Adaptation

Use this checklist to verify the API documentation implementation is complete and correct.

Date: November 30, 2025

Created: December 1, 2025

Executive Summary: Comprehensive DevOps operational analysis comparing centralized monolithic OpenTofu/Terraform infrastructure management against distributed service-specific approach for multi-service platforms. Includes operational complexity scoring (1-10 scale) across team sizes from founder-led startup (1-2 engineers) to scaling organization (5-10 engineers).

Date: December 1, 2025

Date30 AM EST

Comprehensive workflow definitions for operational excellence across process automation, asset management, maintenance operations, supply chain, and facility management.

Comprehensive workflow definitions for operational excellence across process automation, asset management, maintenance operations, supply chain, and facility...

Comprehensive workflow definitions for operational excellence across process automation, asset management, maintenance operations, supply chain, and facility management.

Optimize performance for: $ARGUMENTS

Production-ready optimization patterns for improving application performance across caching, lazy...

Real-time skill optimization and improvement recommendations based on accumulated session learnings.

Multi-submodule zero human-in-the-loop orchestration for entire CODITECT ecosystems.

Zero human-in-the-loop orchestration for bringing a submodule to CODITECT compliance standards.

Zero human-in-the-loop orchestration for bringing submodules and ecosystems to CODITECT complianc...

You are a Unified Multi-Agent Orchestrator responsible for comprehensive workflow coordination across T2 project development, CODI system integration, and production-grade multi-agent management. You

You are an intelligent Code Review Orchestration Specialist with advanced automation capabilities. You conduct comprehensive ADR-compliant code reviews while coordinating multi-agent workflows with sm

You are an intelligent multi-agent coordination planner with advanced automation capabilities. Your job is to analyze complex tasks and create detailed execution plans using smart context detection an

News around Eclipse theia

News around Eclipse theia

Date: December 26, 2025

Date: December 26, 2025

Purpose: One paragraph pitches customized for different audiences and contexts

CODITECT Cloud Platform Deployment Optimization

CODITECT Cloud Platform Deployment

Execute multiple tasks concurrently in isolated git worktrees.

Pattern matching, similar code discovery, anti-pattern detection, and duplication analysis for code quality improvement

Automated payroll calculation, tax withholding, direct deposit processing, and reporting

The PDF Generation skill provides publication-grade document conversion capabilities for the CODI...

Use this skill when working with PDF document generation or manipulation in your codebase.

You are a PDF Publishing Specialist responsible for generating publication-grade PDF documents from Markdown source files with consistent CODITECT branding.

Production-ready Python tool for converting PDF documents to Markdown format with support for text extraction, table parsing, and layout preservation.

Security penetration testing specialist for authorized vulnerability assessment across web applications, APIs, and infrastructure with comprehensive ethical hacking methodologies.

Comprehensive guide to optimizing the AI-Powered PDF Analysis Platform for production scale.

Specialized performance analysis agent for identifying and diagnosing application bottlenecks across CPU utilization, memory consumption, I/O operations, and request latency. Generates actionable opti

Date: 2025-10-28

Date: November 27, 2025

Date: 2025-10-06

Overview

Date: December 1, 2025

Date: December 1, 2025

Date: December 1, 2025

Status: Design Complete → Implementation in Progress

Status: Implementation Complete ✅

-------------- 10/min PATCH Refresh session TTL None

Status: ✅ COMPLETE

Status: ✅ COMPLETE

Project: CODITECT Cloud Backend License Management

Status: In Progress

Date: November 30, 2025

Generated1500

Date: November 30, 2025

Date: November 30, 2025

Date: 2025-10-14

Date: November 27, 2025

Date: November 27, 2025

Date: November 27, 2025

Date: November 27, 2025

Date: November 27, 2025

Date: 2025-10-14

Date: December 26, 2025

Phase ID: CODITECT-PHASE-5-MULTI-SESSION Status: 📋 READY TO START Priority: P0 - CRITICAL for Production Use Created: 2025-11-29 Estimated Effort:...

Project: CODITECT Cloud Infrastructure

Date Completed: 2025-11-30

Date: November 30, 2025

Date: November 30, 2025

Last Updated00:00Z

Skill for orchestrating PILOT project execution with Track-based task management, MoE methodology, and automated session management

Workflow ID: WF-PILOT-001

Comprehensive orchestrated workflow for PILOT project execution with Track-based task management, MoE orchestration, and automated session management

Workflow ID: WF-PILOT-001

Multi-Slide Presentation (15 slides)

Date: 2025-10-26

Automate podcast production from recording to distribution with editing, transcription, show notes, and multi-platform publishing.

Automate social media post creation, approval, and multi-platform scheduling with timezone optimization

Purpose

Purpose

Purpose

Date: 2025-11-24

Overview

Advanced PostgreSQL patterns for production-grade database design, query optimization, and operat...

Date: 2025-11-26

Purpose

Purpose

* Overview

Process documentation from: $ARGUMENTS

Analyze and process Claude Code native JSONL session files from ~/.claude/projects/ with intelligent chunking, deduplication, and watermark tracking.

You are a **Procurement & Sourcing Automation Specialist** focused on optimizing purchase-to-pay processes, vendor management, and spend analytics using AI.

Clean repository: $ARGUMENTS

Multi-agent coordination specialist for production directory cleanup operations.

Date: 2025-10-26

This guide covers operational considerations for deploying the file monitor in production environments.

Expert skill for validating, detecting, and organizing project folder structures to CODITECT prod...

Expert skill for production-ready code with circuit breakers, comprehensive error handling, obser...

AI-Powered PDF Analysis Platform

🏗️ Dual Repository Architecture

You are a **Project Builder Orchestrator** responsible for coordinating interactive project building workflows. You guide users through discovery, inventory, analysis, and deliverable generation by or

Design and build LLM-powered projects from ideation through deployment with staged pipelines

You are a project discovery and requirement gathering specialist. Your purpose is to autonomously conduct interactive discovery interviews, gather comprehensive project requirements, assess risks, and

Date: November 26, 2025

Required Modifications for Human Authority Implementation

Consolidated project management documentation index. See v2/ for active roadmap.

Version: 1.0

Overview

Standardized directory structures, file organization, naming conventions, and automated project scaffolding

Overview

You are an intelligent project organization specialist with advanced automation capabilities and project type awareness. Your job is to analyze file organization, identify misplaced files, reorganize

Date34:53Z

Project: CODITECT License Management Platform (FastAPI + PostgreSQL)

Project: CODITECT Hyper-Scale Multi-Tenant SaaS Platform

Overview

1. Introduction

November 2024

Generated25:57Z

Completed Components

✅ Completed

1. Completed Components

Date38:13Z

Report Date35:44Z

Complete directory tree for the Coditect AI IDE project.

Analysis Date: 2025-12-18

You are a project structure optimization specialist. Your purpose is to autonomously generate production-ready directory structures customized by project type, create starter templates for primary com

Project Overview

Overview

Prompt Metadata

Context

Context

Context

Context

Context

Context

Context

Context

Context

Context

Context

Context

Context

Context

Purpose

You are a prompt analyzer specialist focusing on AI-powered prompt analysis platform development with multi-dimensional analysis engines, AI provider orchestration, and real-time collaboration feature

Executive Summary

Automate property management: rent collection, maintenance requests, expense tracking, tenant communication.

* Overview

Build rapid prototype for: $ARGUMENTS

System Prompt

System Prompt

📊 QA REVIEW BLOCK - FINAL APPROVAL

Review Request Block

📊 QA REVIEW BLOCK

📊 QA REVIEW BLOCK

📊 QA REVIEW BLOCK

You are a QA reviewer agent specializing in documentation quality assurance and ADR review using the CODITECT v4 8-category scoring rubric. Your primary expertise lies in ensuring all technical docume

Purpose

QA Self-Healing Loop - Delivery Summary Date: 2025-12-22 Version: 1.0.0 Status: ✓ COMPLETE AND PRODUCTION READY Pattern Origin: Inspired by Auto-Claude auton...

---------------- 1,000 1,000 1,600 4,000 2,240 16,000 3,072 64,000 4,146...

Architectural Evolution: Request/Response → Event-Driven

Executive Summary

Executive Summary

System Overview

Process Overview

📚 All Documents Created (370KB+ Total)

Comprehensive query optimization patterns for identifying and resolving database performance bott...

Set up message queue system with topic-based routing, consumer groups, priority queues, and visibility timeout management.

TL;DR: Generate 90 prompt files across 15 categories in 3 sessions using automation + AI orchestration.

Get the complete system running in under 30 minutes (local) or 2 hours (GKE production).

✅ Setup Complete!

Implement ticket: $ARGUMENTS

System Prompt

System Prompt

Overview

Cross-platform mobile development specialist with expertise in React Native, Expo, and native module integration.

System Prompt

IMPORTANT: Before beginning work, read these documents IN ORDER.

Automated member recognition system celebrating contributions, milestones, and achievements

System Prompt

Overview

System Prompt

Intelligent agent for managing CODITECT component registries with audit, sync, and repair capabilities

Full regression test suite execution with failure analysis

Full regression test suite execution with failure analysis

Manage subscription renewals including automatic renewals and renewal campaigns

Automated report generation and distribution

Date: November 26, 2025

Date: December 26, 2025

Use this skill when working with XLSX document generation or manipulation in your codebase.

Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas

Conducts comprehensive technical research to inform implementation decisions, library selections, architectural choices, and best practices. Provides actionable findings with code examples and recomme

System Prompt

Verify assumptions and validate technical approach for: $ARGUMENTS

Date2000

Document Type: Technical Reference Guide

Production-ready RESTful API design skill implementing industry best practices for resource-orien...

System Prompt

Run a session retrospective to analyze skill invocations, detect anti-patterns, and generate improvement recommendations.

RevOps process optimization

RFP/RFI response automation

Roblox is a large user‑generated 3D gaming and social platform where players both create and play millions of experiences across devices, and it is one of the leading “metaverse‑style” platforms globally.

This checklist tracks the development tasks for completing the Yew WASM Startup Runway Calculator application. The goal is to write high-quality code, test thoroughly, and update GitHub only with stable, well-tested features.

This checklist tracks the development tasks for completing the Yew WASM Startup Runway Calculator application. The goal is to write high-quality code, test thoroughly, and update GitHub only with stable, well-tested features.

Project Initialization (Q1 2024)

Project Status Overview

Display and Layout

Current Status (Q1 2025)

Expert skill for Rust/Actix-web development in the T2 backend (GCP-deployed API).

Date: 2025-10-26

Purpose

⚠️ DEPRECATION NOTICE (January 2026)

You are a Rust Quality Assurance Specialist responsible for ensuring production-grade code quality through comprehensive reviews, testing validation, and adherence to Rust best practices and safety st

Date: November 22, 2025

Sales ops process automation

Dynamic proposal generation with pricing calculator, case studies, and personalized messaging

Sales process workflow automation

You are a sample budget-aware agent demonstrating the thinking budget configuration system. This agent serves as a template for configuring other agents with cost-optimized thinking budgets.

System Prompt

Track progress toward multiple savings goals with automatic transfers, milestone celebrations, and adjustment recommendations

Date: 2025-10-29

Set up cron-based or interval-based job scheduling with dependency management, concurrency control, and execution history.

Human Authority and Project Governance

You are a script utility analyzer agent specializing in evaluating shell scripts, build scripts, and automation tools within codebases. Your primary expertise lies in determining script relevance, cat

Script Utility Patterns When to Use This Skill Use this skill when implementing script utility patterns patterns in your codebase. How to Use This Skill Revi...

SDR workflow and outreach automation

Expert skill for optimizing codebase searches using Grep, Glob, Read, and specialized agents.

Production-ready secrets detection skill for identifying and preventing credential exposure in so...

Overview

Date: 2025-11-23

Production-ready security auditing skill implementing OWASP Top 10 coverage with integrated SAST ...

Security audit and vulnerability assessment specialist

You are a **Security Automation Specialist** responsible for integrating security testing into CI/CD pipelines and automating vulnerability management.

CODITECT Citus Django Infrastructure

System Prompt

Date: 2025-10-07

Comprehensive home security monitoring with motion detection, camera feeds, automated alerts, and emergency protocols

Supported Versions

AI-Powered PDF Analysis Platform

Security scanning and automated vulnerability detection specialist

Automated security scanning with SAST, DAST, container scanning, IaC validation, and secrets detection integrated into CI/CD

Purpose

You are an Enterprise security architect responsible for multi-tenant isolation, vulnerability assessment, compliance frameworks, and ensuring CODITECT v4 maintains zero security breaches through comp

Automated eval-improve cycle with critic agent and F1 scoring

You are a Senior Software Architect responsible for designing and implementing enterprise-grade systems with comprehensive technical leadership, architectural decision-making, and full-stack developme

Overview

Purpose: RSA-4096 asymmetric key creation, license token signing, public key distribution, and signature verification for tamper-proof offline licensing.

Purpose: PostgreSQL database connection initialization, schema migration execution with Alembic, and zero-downtime migration strategies.

Purpose: Complete Django application deployment to Google Kubernetes Engine with Docker, Cloud Build, and rolling updates.

Purpose: Periodic heartbeat mechanism to maintain active seat reservations and prevent zombie sessions.

Purpose: Automatic subscription renewal via Stripe with invoice payment, license extension, and email notifications.

Purpose: Complete license validation workflow from CODITECT client startup through license token generation and local verification.

Purpose: Redis connection initialization, session key patterns, TTL management, Lua script execution, and failover handling for license seat tracking.

Purpose: Atomic seat acquisition workflow for floating concurrent licensing with Redis-based seat counting.

Purpose: Explicit seat release when CODITECT shuts down gracefully, freeing seats immediately for other users.

Purpose: Complete subscription creation workflow from plan selection through Stripe Checkout and license activation.

Purpose: User-initiated subscription cancellation with immediate effect or end-of-period options, retention offers, and downgrade handling.

Purpose: 14-day Pro trial activation workflow with validation, activation, and conversion tracking.

Purpose: Enterprise tier usage-based billing with event sourcing, periodic aggregation, and Stripe Usage Records API integration.

Purpose: Automatic cleanup of abandoned sessions (crashed clients, network failures, laptop sleep) to prevent permanent seat waste.

* Overview

* Overview

* Overview

* Overview

* Overview

* Overview

* Overview

* Overview

Status

Status

Automated Claude Code session scanning, indexing, and analysis across all projects. Provides comp...

You are a specialist in Claude Code session management and analysis. Your job is to scan, index, analyze, and provide insights into Claude Code development sessions across all projects.

Generate comprehensive markdown and JSON indexes of all Claude Code sessions, organized by project with complete metadata.

Overview

Detect, export, and recover hung or unresponsive Claude Code sessions with zero data loss.

Detect, export, and recover hung Claude terminal sessions with automated process identification and LOSSLESS session backup.

Summarizes Claude Code sessions for handoffs, documentation, and context preservation.

Date: 2025-11-17

Date: YYYY-MM-DD

Date: 2025-10-06

Agent Identity and Mission

The Primary Orchestrator: Architect of Autonomous Development

Purpose and Importance

System Prompt

Expert skill for implementing secure checksum verification across platforms to ensure binary inte...

Track skill invocations, analyze effectiveness patterns, and continuously improve skills based on session learnings

You are an intelligent skill quality enhancement specialist with advanced automation capabilities. Your job is to systematically evaluate and enhance T2 skills using smart context detection and automa

Status: In Progress

Optimize sleep quality with bedtime reminders, sleep environment automation, sleep tracking analysis, and wake-up optimization

System Prompt

System Prompt

Guided setup for new smart home system - device discovery, network configuration, hub integration, and initial automations

**Name:** smart-merge **Version:** 1.0.0 **Category:** Documentation **Status:** Active

Research market intelligence: $ARGUMENTS

Date: 2025-10-26

Date: October 20, 2025

Investigation Date: October 20, 2025

Target Issue: Socket.IO 400 errors from external requests (internal requests work)

Date: October 20, 2025

Print this page for rapid incident response

You are a Software Design Document (SDD) Architect responsible for creating comprehensive software architecture designs using C4 methodology and industry-standard design practices. You specialize in t

Document Specification Block

AZ1.AI llm IDE - Browser-Based Development Environment

Document Version: 1.0

Autonomous AI Curriculum Development System

You are a Software Design Document Specialist responsible for creating comprehensive, maintainable, and enterprise-grade system architecture documentation that serves as the authoritative technical sp

| Metadata | Value |

Document Version: 1.0

------------

5. Metrics Collection System

Specialized Intelligence & Content Skills - Implementation Summary

Date: December 20, 2025

1. Vector Search Implementation

Date: 2025-10-20

Date: 2025-10-19

System Prompt

Date: November 30, 2025

Purpose

Target: 10-20 concurrent users

Research Date: November 23, 2024

⏱️ Time Required: 2-4 hours

Date: 2025-10-26

Document: ADR-029

Kubernetes StatefulSet expert for CODITECT persistent terminal pods. Specializes in GKE E2 machine configuration, persistent volume management, pod lifecycle orchestration, and resource optimization. Expert in stateful workload patterns for development environments.

Analysis Date: November 2025

Generate professional executive strategy briefs with multi-stage research, strategic framework ap...

**Role:** Executive strategy brief generation specialist producing McKinsey/BCG/Bain-quality market and competitive analysis deliverables with multi-agent research coordination.

System Prompt

Project: CODITECT Stripe Integration

Project: CODITECT Stripe Integration

🚀 Claude Sub-Agent Workflows: 1-2-3 Quick Start

You are a submodule orchestration specialist responsible for the complete lifecycle management of CODITECT submodules. Your purpose is to autonomously coordinate setup, verification, health monitoring

System Prompt

System Prompt

Verify submodule setup, troubleshoot configuration issues, run health checks after updates

Overview

Transform any user request into the correct "Use the [agent-name] subagent" format.

Document Type: Supplementary Diagram

Document Type: Supplementary Diagram

Svelte and SvelteKit development specialist focusing on reactive patterns, efficient state management, and modern web application architecture.

You are a strategy synthesis specialist for strategy brief generation. Your role is to synthesize research findings from sibling agents into compelling executive summaries, one-page briefs, and action

CODITECT Hyperscale Multi-Tenant SaaS Platform

Part 1: System Categorization and Overview

Part 2: Introduction and Detailed System Overview

Part 3: Component Design

Part 5: Summary and Glossary

1. Core Infrastructure Components

9. Testing & Quality Assurance

Complete C4 model diagrams for the AI-Powered PDF Analysis Platform.

CODITECT Audio2Text

Version: 2.0

1. Core System Components Review

Visual representation of task dependencies for parallel execution planning

Overview

Overview

Legend

Project: CODITECT License Management Platform (Django + React + PostgreSQL)

* Overview

System Prompt

Test-driven development workflow specialist

Orchestrates the full 3-phase technology evaluation pipeline with multi-agent coordination, quality gates, and compliance-aware artifact generation

1. Detailed Performance Metrics

1. Additional Technical Components

System Prompt

Document Specification Block

Technical Overview

AZ1.AI llm IDE - Technical Implementation Specification

Document Version: 1.0

Document Version: 1.0

Document Version: 1.0.0

Overview

Terminal Integration Patterns When to Use This Skill Use this skill when implementing terminal integration patterns patterns in your codebase. How to Use Thi...

Purpose

You are a terminal integration specialist focusing on WebAssembly terminal emulation, WebSocket real-time communication, and Kubernetes persistent container integration. Your expertise bridges fronten

🎯 Agent Overview

Infrastructure as Code best practices with Terraform including module design, state management, m...

Comprehensive test automation patterns for validating CODITECT framework components across 13 tes...

Full test automation workflow from test design through execution and reporting.

System Prompt

Document Version: 1.0.0

This guide explains the automated testing infrastructure for catching configuration issues BEFORE deployment.

🎉 Summary

This directory contains test utilities and integration tests for the runway calculator application.

🎯 What We Built

Purpose

You are a Comprehensive Testing Specialist and Quality Gate Enforcer responsible for test-driven development, quality validation, and task completion verification. You combine capabilities from testin

Overview

* Overview

Verified AI Modules Installation

Overview

Overview

Overview

Date: 2025-10-08

theia AI is an open framework, part of the theia Platform, for building custom, AI-native Cloud & Desktop tools and IDEs. The AI-powered theia IDE is an open, flexible and transparent AI coding tool based on theia AI.

theia AI is an open framework, part of the theia Platform, for building custom, AI-native Cloud & Desktop tools and IDEs. The AI-powered theia IDE is an open, flexible and transparent AI coding tool based on theia AI.

Created: 2025-10-26

Overview

* Overview

* Overview

Date: 2025-10-08

Created: 2025-10-08

Date: 2025-10-08

------------ 34,809 bytes 46,467 bytes 51,655 bytes 30,396 bytes 18,087

Status//localhost:5000 (inside Docker container)

Source Document: theia-instance-running-on-gcp-gke-kubernetes.md

Date: 2025-10-26

Created: 2025-10-26

Overview

Last Updated: 2025-10-27

Goal: Remove all user-facing references to "theia" or "Eclipse theia" from the application. Users should see generic "IDE" terminology instead.

Meta-framework that enables **implicit component activation** - skills and agents can declare tri...

You are a specialist at extracting HIGH-VALUE insights from thoughts documents. Your job is to deeply analyze documents and return only the most relevant, actionable information while filtering out no

You are a specialist at finding documents in the thoughts/ directory. Your job is to locate relevant thought documents and categorize them, NOT to analyze their contents in depth.

URGENT: Decision Required by Dec 20, 2025

Rollout-Master vs V2 Master Project Plan

Track token usage and costs across different LLM models to optimize AI operations and budget plan...

Session Duration00 AM - 4:00 AM EST (3 hours)

Design tools that agents can use effectively, including architectural reduction patterns

You are a Tool Designer, a specialist agent for generating and validating tool descriptions that enable AI agents to effectively use tools and commands.

You are a trend analysis specialist for strategy brief generation. Your role is to identify emerging trends, assess their potential impact, map adoption curves, and provide forward-looking intelligenc

System Prompt

Issues Identified

Document Version: 1.0

You are the **Uncertainty Orchestrator**, responsible for coordinating uncertainty-aware research and evaluation workflows that produce explicitly calibrated, evidence-backed outputs.

Expert skill for measuring, expressing, and managing uncertainty in LLM interactions. Implements ...

Rollout-Master + V2 Master Plan Comparison

Unit testing strategy and implementation specialist

Invoke any of the 130+ CODITECT agents by name without needing individual Python wrappers, skills, or complex dispatchers.

Prototypical Base Project for Any Domain

Overview

**Version:** 1.0.0

CODITECT Audio2Text

Overview

Overview

Overview

* Overview

* Overview

* Overview

* Overview

* Overview

* Overview

* Overview

V2 PROJECT PLAN CONSOLIDATION - Complete Documentation Index

V2 PROJECT PLAN CONSOLIDATION - Execution Checklist Date: December 17, 2025 Launch Target: December 24, 2025 (7 days) Estimated Duration: 3.5 - 5.0 hours Sta...

V2 PROJECT PLAN CONSOLIDATION - Execution Summary Date: December 17, 2025 Target Launch: December 24, 2025 (7 days) Priority: P0 CRITICAL Status: Ready for E...

Date: December 17, 2025

Date: December 18, 2025

Created: 2025-10-14

Complete index of coditect-v4 reference materials copied to the t2 project.

This document describes the source code copied from the coditect-v4 submodule for reference and potential integration.

Date: 2025-10-06

🎯 The Complete Picture

Date: 2025-10-12

Date: 2025-10-13

Date: 2025-10-13

Version: 5.0.0

Date: 2025-10-07

Date: 2025-10-08

Date: 2025-10-08

Date: 2025-10-08

Date: 2025-10-08

Date: 2025-10-14

Date: 2025-10-06

Date: 2025-10-06

Date: 2025-10-08

Purpose: Visual guide showing how the Coditect V5 wrapper always remains around theia IDE.

Prepare home for extended absence - randomized lighting, mail hold, camera activation, leak monitoring, temperature adjustments

System Prompt

Document ID: CODITECT-BIO-VAL-007

Document ID: CODITECT-BIO-VAL-FRAMEWORK-001

Vanta’s compliance features center on automating evidence collection and continuous control monitoring across many security and privacy frameworks, plus wrapping that in workflow, AI, and Trust Center capabilities.

Vanta’s compliance features center on automating evidence collection and continuous control monitoring across many security and privacy frameworks, plus wrapping that in workflow, AI, and Trust Center capabilities.

You are a Venture Capital Business Analyst responsible for providing comprehensive investment analysis, market sizing, competitive intelligence, financial modeling, and strategic positioning to suppor

System Prompt

Research Date: December 19, 2025

Document ID: 000.13

Automate video editing with AI-powered scene detection, rough cut assembly, color grading presets, and export optimization.

Document Type: Master Reference Index & Navigation Hub

Visual regression testing patterns for catching unintended UI changes with automated screenshot c...

What You Have Now

Vue.js 3 development specialist focusing on modern Composition API patterns, reactive state management, and production-grade component architecture.

You are a WebAssembly Optimization Specialist responsible for creating high-performance WASM applications with minimal size, optimal runtime performance, and broad browser compatibility.

System Prompt

Web publishing platform deployment and management agent. Handles platform initialization, manifest generation, dashboard data updates, and documentation serving.

System Prompt

You are an expert web research specialist focused on finding accurate, relevant information from web sources. Your primary tools are WebSearch and WebFetch, which you use to discover and retrieve info

WebAssembly Optimization Patterns When to Use This Skill Use this skill when implementing wasm optimization patterns patterns in your codebase. How to Use Th...

This document outlines the setup for WebAssembly integration testing focusing on the HTTP mocking infrastructure and API integration tests.

Implement webhook receiver with signature verification, event processing, idempotency, queuing, and failure recovery.

You are a Website Building Specialist responsible for creating CODITECT product sites, documentation portals, and landing pages using modern web technologies with a focus on speed, accessibility, and

Patterns and templates for building CODITECT product sites, documentation portals, and landing pages with React, Vite, and Tailwind.

Research Question register → login → auth tokens → container pods with session management and persistence using WebSockets?

This guide explains how to use the WebSocket mock for testing real-time communication in the Runway Calculator application.

WebSocket protocol specialist for CODITECT terminal gateway. Designs efficient binary protocols, implements reconnection strategies, handles message routing, and optimizes for low-latency terminal communication. Expert in Tokio-based async WebSocket servers and protocol buffers.

You are a WebSocket Protocol Designer responsible for creating efficient, reliable real-time communication systems with optimized binary protocols, robust connection management, and high-performance m

The theia IDE is a modern, AI-native IDE for cloud and desktop built on the theia Platform.

Overview

Overview

Overview

Overview

Overview

Overview

Overview

Overview

Priority: P0 (Critical)

Priority: P0 (Critical)

Priority: P0 (Critical)

Priority: P0 (Critical)

Priority Phase 1C - Workstation Management | Effort: 10 hours

Priority Phase 1C - Workstation Management | Effort: 10 hours

Priority Phase 1C - Workstation Management | Effort: 8 hours

Priority Phase 1C - Workstation Management | Effort: 8 hours

Priority Phase 1C - Workstation Management | Effort: 14 hours

Priority Phase 1C - Workstation Management | Effort: 14 hours

Priority Phase 1D - Security & Operations | Effort: 18 hours

Priority Phase 1D - Security & Operations | Effort: 18 hours

Priority Phase 1D - Security & Operations | Effort: 12 hours

Priority Phase 1D - Security & Operations | Effort: 12 hours

For a SaaS platform, you typically want two categories: (1) open‑source license scanners/SCA that you embed in CI and runtime, and (2) open‑source compliance workflow hubs that track obligations, approvals, and SBOMs.

* Overview

* Overview

You are a Work Discovery Analyst specializing in synthesizing project state from multiple data sources to help users understand where they are and decide what to work on next.

Work Item Hierarchy Implementation - Quick Start Guide This is the implementation plan for CODITECT's Work Item Hierarchy system - a comprehensive project ma...

Work Item Hierarchy Implementation - Visual Timeline & Dependencies

---

Comprehensive work item hierarchy management for CODITECT projects following ADR-006.

Specialized agent for managing CODITECT work item hierarchies, sprint planning, and progress tracking.

When to Use This Skill Use this skill when implementing work item patterns patterns in your codebase. How to Use This Skill Review the patterns and examples ...

🎯 Core Principle: Never Reinvent the Wheel

Complete workflow for assessing, designing, and implementing business process automation.

Design and implement business process automation including workflow orchestration, task scheduling, dependency management, and error recovery.

Execute declarative workflow definitions as state-machine orchestrated multi-agent tasks.

1,147 automated workflows for development, operations, security, and business automation

How to discover, use, and customize workflows from CODITECT's comprehensive library.

**Version:** 1.0.0 **Status:** Production **Category:** Orchestration

Overview

**Version:** 1.0.0

Date: November 24, 2025

Overview

CODITECT Core - Comprehensive Project Plan

Product: AZ1.AI CODITECT - Distributed Intelligence Framework

Executive Summary

Project: CODITECT Cloud Platform Backend (Django REST Framework)

Version: 4.0.0

Project Status: Active - Production Ready

Project Status: Active - Multi-Tenant SaaS Development

Document Version: 1.0

Overview

Project: CODITECT Zoom Integration