@rajudandigam/Ultimate-TypeScript-Real-World-AI-ProjectsPublic

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TypeScript AI project blueprints and reference code

This repository is a catalog of 263 AI system blueprints written for TypeScript-first builders. Most entries are documentation-only plans, while selected projects have runnable reference implementations, shared packages, and benchmark checks that show how production-shaped systems can be wired together. The README organizes the catalog by domain, system type, and complexity, so you can browse ideas and patterns without treating every row as shipping code. It is meant to help you move from prompt demos to workflows, agents, and multi-agent systems with clearer architecture and evaluation.

139 stars•128 forks•TypeScript•Updated 4mo ago

Who it's for

Builders who want reusable TypeScript patterns for workflows, agents, and multi-agent systems.

What it delivers

You can move from AI project ideas to production-shaped blueprints, reference code, and evaluation patterns.

What it does

Blueprint catalog

263 project entries under `projects/`, each with a problem brief and architecture notes.

Production reference layer

Selected runnable implementations under `reference-implementations/` that mirror catalog ideas.

Shared TypeScript packages

Reusable modules in `packages/core`, `packages/governance`, and `packages/evals`.

Benchmark harness

A `benchmarks/` suite with methodology and local results for repeatable checks.

Domain-based navigation

Catalogs for devtools, travel, healthcare, enterprise, security, and other domains.

Governance and evaluation docs

Guides in `docs/` for production patterns, governance, and benchmarking.

How to get it

1Run tests locally (repository root)

pnpm install
pnpm run typecheck
pnpm test

2Shared harness (benchmarks/) — cost monitoring suite (writes timestamped artifacts under…

cd benchmarks
pnpm suite:cost-monitoring
# optional: faster smoke
BENCHMARK_ITERATIONS=5 COST_MONITORING_EVENT_SCALE=20 pnpm suite:cost-monitoring

3Reference-local micro-benchmark (optional, in-package)

cd reference-implementations/ai-cost-monitoring-engine
pnpm benchmark

README

263 Ultimate TypeScript Real-World AI Projects

263 blueprint-grade workflows, agents, and multi-agent systems — TypeScript-first. The Project catalog is documentation you can build from; only selected paths also have runnable reference code under reference-implementations/.

Most AI repos stop at call an API and hope it works. Plenty of content teaches SDK calls; far less shows how to ship systems that hold up in production. This repo goes further: real system design — not chatbot demos.

If you are trying to level up:

Prompts → systems
Demos → production

How This Repository Is Organized

This repository has two layers:

Blueprint catalog — 263 AI system blueprints under projects/, each with README.md and architecture.md.
Production reference layer — reusable TypeScript packages under packages/, runnable code under reference-implementations/, the benchmarks/ harness, and CI quality gates (.github/workflows/production-reference-ci.yml).

Most projects are blueprints only (documentation you implement in your own codebase). Selected catalog ideas become runnable reference implementations that share @repo/* packages and tests — not a promise that all 263 rows ship as code in this repo.

flowchart TD
    A[README Project Catalog] --> B[Blueprint Projects]
    A --> C[Learning Docs]
    A --> D[Top Projects]

    B --> B1[projects/domain/project/README.md]
    B --> B2[projects/domain/project/architecture.md]

    C --> C1[Learning Path]
    C --> C2[Production Patterns]
    C --> C3[Contribution Guides]

    D --> E[Reference Implementations]
    E --> E1[AI Cost Monitoring Engine]
    E --> E2[Future: Multi-Agent Incident Response]
    E --> E3[Future: Enterprise RAG Platform]

    E --> F[Shared Packages]
    F --> F1["@repo/core"]
    F --> F2["@repo/governance"]
    F --> F3["@repo/evals"]

    E --> G[Benchmarks]
    G --> G1[Methodology]
    G --> G2[Benchmark Suites]
    G --> G3[Local Results]

    E --> H[CI / Quality Gates]

Production Reference Architecture Layer

This repository remains catalog-first. The Project catalog (263 blueprint rows) is the main learning resource: every entry points at projects/<domain>/<slug>/ with README.md (problem, stack, evaluation, failure modes) and architecture.md (diagrams and engineering depth). Nothing here replaces that contract with a second registry.

Alongside the catalog, an additive production reference architecture layer helps you go from “what to build” to “how it can look in TypeScript” without pretending every blueprint is shipping code:

Selected runnable references — a small, growing set of clone-and-run slices under reference-implementations/ that mirror specific catalog paths. They demonstrate ingestion, rollups, governance hooks, and similar patterns you can adapt; they are not a completeness matrix for all 263 ideas.
Shared packages — reusable libraries under packages/ (@repo/core, @repo/governance, @repo/evals) for runtime and governance primitives. These are building blocks and documentation-backed patterns — not compliance certifications (see each package README).
Benchmarks — a transparent harness in benchmarks/ with explicit methodology (benchmarks/methodology.md): local timings, environment metadata, and no implied SLAs or competitive “wins” without controlled reproduction.

Roadmap and boundaries: docs/PRODUCTION_REFERENCE_ARCHITECTURE_PLAN.md.

First flagship (runnable): reference-implementations/ai-cost-monitoring-engine — companion to the blueprint projects/devtools/ai-cost-monitoring-engine.

Blueprint Catalog

263 project ideas, each with README.md + architecture.md under projects/. The catalog tables below are the authoritative registry.

Reference Implementations

Selected runnable systems that exercise shared packages and show production-shaped wiring (observability seams, governance integration, honest limitations). They link back to catalog paths for context; they do not renumber or replace catalog rows.

Shared Packages

Reusable TypeScript modules (@repo/core, @repo/governance, @repo/evals) shared by reference apps and future flagships — narrow APIs, strict typing, tests where code exists. Prefer extending these over copy-pasting patterns into every new implementation.

CI and local checks (production layer)

GitHub Actions: .github/workflows/production-reference-ci.yml runs on push and pull_request to main: install pnpm, install dependencies, pnpm run typecheck, pnpm test, and a benchmark smoke (@repo/benchmarks cost-monitoring suite with mock-only data — no API keys, no external LLM calls).

Run tests locally (repository root):

pnpm install
pnpm run typecheck
pnpm test

Run benchmarks locally

Shared harness (benchmarks/) — cost monitoring suite (writes timestamped artifacts under benchmarks/results/ unless gitignored):

cd benchmarks
pnpm suite:cost-monitoring
# optional: faster smoke
BENCHMARK_ITERATIONS=5 COST_MONITORING_EVENT_SCALE=20 pnpm suite:cost-monitoring

Reference-local micro-benchmark (optional, in-package):

cd reference-implementations/ai-cost-monitoring-engine
pnpm benchmark

Interpret timings using benchmarks/methodology.md (local reference only).

Why this repo exists

After building and reviewing real AI products, one wall kept showing up: “We have prompts… now what?” Teams stall at prompt + API call while the product still needs:

Orchestration — durable pipelines, handoffs, and control flow
Decision-making — agents that choose under constraints, not just generate text
Memory — what to retain, retrieve, and forget
Failure handling — retries, fallbacks, guardrails, human-in-the-loop
Cost vs latency tradeoffs — explicit budgets, not accidental bills

This collection bridges that gap with practical blueprints you can actually build: problems, architecture, TypeScript-friendly stacks, evaluation, failure modes, and scaling — systems thinking applied to AI.

What is inside

Category	Count
Total projects	263
Workflow / workflow-first	77
Agent	144
Agentic UI (AG-UI)	10
Multi-agent	32
Level 5 (production-grade target)	43

Summary counts match the Project catalog below. Each catalog entry is a blueprint: problem, architecture, TypeScript-oriented stack, evaluation, failure modes, and scaling — not a vague idea list.

How to explore (important)

This repo is catalog-driven (one registry in the README project catalog).

Start with the registry — the Project catalog lists every project once, with system type, complexity (L1–L5), capabilities, and path.
Browse by domain — open projects/ and pick a domain folder (for example projects/devtools/, projects/healthcare/, projects/fintech/, projects/enterprise-ai/, projects/security/, projects/travel/, and many more). Each project slug folder contains README.md and architecture.md.
Slice by system type or level — use the tables in the project catalog (columns System Type and Complexity). There are no separate by-system-type/ or by-complexity/ trees; the catalog is the filter.

Authoring rules for new catalog entries are described in CONTRIBUTING.md.

What you will learn

System design for AI — when a durable workflow is enough, when an agent fits, when multiple agents collaborate, and how to structure decision loops safely.
Production thinking — cost, latency, observability, guardrails, human-in-the-loop, and regression-style evaluation.
Real tradeoffs — accuracy vs cost, autonomy vs control, reasoning depth vs time-to-answer.

Example projects (high signal)

Area	Examples
DevTools & engineering	`projects/devtools/pr-risk-analyzer`, `projects/devtools/ai-code-review-agent`, `projects/devtools-ai/schema-migration-safety-agent`, `projects/devtools/ai-debugging-assistant`
Infra & platforms	`projects/devops/multi-agent-incident-response-system`, `projects/devtools/ai-cost-monitoring-engine`, `projects/ai-infra/mcp-tool-registry-system`, `projects/energy-ai/grid-load-balancing-multi-agent-system`
Enterprise & knowledge	`projects/enterprise-ai/organizational-memory-graph-builder`, `projects/enterprise/rag-internal-docs-assistant`, `projects/legal-ai/contract-redlining-automation-agent`
Personal & lifestyle	`projects/personal-ai/weekly-grocery-optimization-agent`, `projects/family/kids-activity-learning-planner-agent`, `projects/personal-ai/life-timeline-intelligence-agent`
Advanced domains	`projects/climate-ai/climate-risk-scenario-simulation-agent`, `projects/geo-ai/satellite-change-detection-workflow`, `projects/industrial-ai/predictive-maintenance-orchestrator`, `projects/industrial-ai/digital-twin-reasoning-agent`

Concrete paths for all of these are in the Project catalog.

Suggested path if you are new

Step	Focus	Example direction (see project catalog for paths)
1	Workflows — deterministic pipelines	`projects/workflows/email-to-task-workflow`
2	Agents — reasoning + tools	`projects/devtools/ai-code-review-agent`, `projects/devtools/ai-debugging-assistant`
3	Multi-agent — collaboration	`projects/devops/multi-agent-incident-response-system`, `projects/travel/multi-agent-travel-booking-optimizer`
4	Production-grade targets	`projects/devtools/ai-cost-monitoring-engine`, `projects/ai-infra/ai-evaluation-framework`

System Types at a Glance

flowchart LR
    W[Workflow] --> W1[Deterministic Steps]
    W --> W2[Predictable Cost]
    W --> W3[High Reliability]

    A[Agent] --> A1[Reasoning]
    A --> A2[Tool Usage]
    A --> A3[Dynamic Decisions]

    M[Multi-Agent] --> M1[Specialized Roles]
    M --> M2[Coordination]
    M --> M3[Complex Workflows]

    U[Agentic UI] --> U1[User + AI Collaboration]
    U --> U2[Interactive State]
    U --> U3[Real-Time Suggestions]

Workflows fit repeatable processes with clear steps. Agents fit when decisions depend on context, tools, and guardrails. Multi-agent fits when several specialized roles must coordinate. Agentic UI fits when the user and AI collaborate inside the product experience (see blueprint batch under projects/agentic-ui/).

Type	Role
Workflow	Deterministic or durable pipelines — predictable, often cheaper, easier to test.
Agent	Reasoning, tools, and decisions under constraints — flexible, needs guardrails.
Multi-agent	Several roles collaborating — powerful, highest integration and ops cost.
Agentic UI (AG-UI)	Copilots and consoles where UI state, suggestions, and human intent co-evolve with model output.

Complexity levels

Level	Meaning
L1	Basic LLM workflows
L2	Structured workflows with clearer control flow
L3	Agent-based systems with reasoning and tools
L4	Multi-step orchestration, memory, or multi-agent coordination
L5	Production-grade targets: observability, scaling, cost control, safety

Repository layout

README.md                 # Narrative + full project catalog (this file)
CONTRIBUTING.md           # How to propose or extend catalog entries
package.json              # pnpm workspace root (typecheck / test / lint placeholder)
pnpm-workspace.yaml       # Workspace packages under packages/*
tsconfig.base.json        # Shared strict TypeScript defaults
scripts/enrich_project_docs.py   # Adds stack + architecture layers (idempotent)
scripts/apply_agentic_ui_projects.py + scripts/agentic_ui_projects.json  # Regenerate AG-UI batch (dev)
packages/
  core/                   # @repo/core — runtime primitives (see package README)
  governance/             # @repo/governance — governance primitives
  evals/                  # @repo/evals — evaluation schemas / harness stubs
reference-implementations/  # Runnable flagships (e.g. ai-cost-monitoring-engine); see docs plan
benchmarks/               # @repo/benchmarks harness + suites (see benchmarks/README.md)
docs/
  PRODUCTION_REFERENCE_ARCHITECTURE_PLAN.md  # How the monorepo evolves with the catalog
  production-patterns/    # Cross-cutting production notes (scaffold)
  governance/             # Governance patterns (scaffold)
  benchmarking/           # Benchmark methodology (scaffold)
projects/
  <domain>/               # e.g. devtools, travel, enterprise-ai
    <project-slug>/
      README.md           # Full brief
      architecture.md     # Diagrams and engineering detail

Tech stack (TypeScript-first)

Typical stacks referenced across briefs include Node.js, Next.js, OpenAI / Anthropic, LangChain.js, Vercel AI SDK, Zod, vector stores (e.g. Pinecone, Supabase), and observability (LangSmith, Helicone, and similar). Each project’s README.md narrows this to what fits that system.

Project catalog

This section is the authoritative project registry: purpose, summary counts, every domain table, deduplication notes, and contribution reminders. PROJECT_INDEX.md is a short pointer file for stable links and local search.

🔍 Purpose

This Project catalog section is the single registry for catalog projects in this repository.

Avoid duplication: Before starting or documenting a new system, scan the tables below to confirm the idea is not already covered.
Balance the catalog: Use it to spot gaps across domains and system types (workflow vs agent vs multi-agent), so the collection stays useful rather than repetitive.
Navigate quickly: Each row points to a folder containing README.md (full brief) and architecture.md (diagrams and engineering detail).

📊 Summary

Category	Count
Total Projects	263
Workflow / workflow-first	77
Agent	144
Agentic UI (AG-UI)	10
Multi-Agent	32
Level 5 (production-grade target)	43

How rows are counted: Each project has one primary row in exactly one domain table. “Workflow / workflow-first” includes systems where a durable workflow is the spine (including hybrid Workflow + Agent or Workflow → Agent designs). Agentic UI (AG-UI) marks blueprints where CopilotKit-style UI↔agent state and co-driven workflows are the spine (not a passive chat wrapper). “Level 5” counts projects whose brief targets Level 5 complexity.

🚀 Projects

Paths are repository-relative. Each path contains README.md and architecture.md.

✈️ Travel

Name	System Type	Complexity	Capabilities	Path
AI Travel Planner	Multi-Agent	L4	Planning, RAG, Decision making, Personalization	`projects/travel/ai-travel-planner`
AI Trip Personalization Engine	Agent	L4	Personalization, Retrieval	`projects/travel/ai-trip-personalization-engine`
Multi-Agent Travel Booking Optimizer	Multi-Agent	L5	Decision making, Optimization	`projects/travel/multi-agent-travel-booking-optimizer`
AI Travel Cost Prediction System	Agent	L4	Prediction, Analytics	`projects/travel/ai-travel-cost-prediction-system`
Travel Disruption Response System	Multi-Agent	L4	Automation, Decision-making	`projects/travel/travel-disruption-response-system`
Corporate Travel Policy Enforcer	Agent	L4	Validation, Decision-making	`projects/travel/corporate-travel-policy-enforcer`
Multi-Language Travel Concierge	Agent	L3	Multilingual, Memory	`projects/travel/multi-language-travel-concierge`
Loyalty Program Optimizer	Agent	L2	Optimization	`projects/travel/loyalty-program-optimizer`
Sustainable Travel Route Planner	Agent	L3	Optimization, Analytics	`projects/travel/sustainable-travel-route-planner`
Hotel Review Sentiment Intelligence	Workflow	L2	Sentiment Analysis	`projects/travel/hotel-review-sentiment-intelligence`
Travel Budget Assistant (Real-Time)	Agent	L2	Tracking, Personalization	`projects/travel/travel-budget-assistant-real-time`
Group Travel Coordination Agent	Multi-Agent	L4	Decision-making, Coordination	`projects/travel/group-travel-coordination-agent`
Dynamic Pricing Optimization Engine	Agent	L3	Prediction, Optimization	`projects/travel/dynamic-pricing-optimization-engine`

🍽️ Lifestyle

Name	System Type	Complexity	Capabilities	Path
Group Restaurant Decision Agent	Multi-Agent	L3	Decision making, Coordination	`projects/lifestyle/group-restaurant-decision-agent`
Smart Hike Planning Agent	Agent	L3	Planning, Retrieval	`projects/lifestyle/smart-hike-planning-agent`
Potluck Coordination Agent	Multi-Agent	L3	Coordination, Planning	`projects/lifestyle/potluck-coordination-agent`
Event Catering Planning System	Agent	L3	Planning, Optimization	`projects/lifestyle/event-catering-planning-system`
Weekend Activity Planner Agent	Agent	L3	Recommendation, Planning	`projects/lifestyle/weekend-activity-planner-agent`

🧑‍💻 DevTools

Name	System Type	Complexity	Capabilities	Path
AI Code Review Agent	Agent	L3	Reasoning, Automation, Retrieval	`projects/devtools/ai-code-review-agent`
AI Cost Monitoring Engine	Workflow + Agent	L5	Monitoring, Decision making, Optimization	`projects/devtools/ai-cost-monitoring-engine`
PR Risk Analyzer	Agent	L3	Reasoning, Prediction, Retrieval	`projects/devtools/pr-risk-analyzer`
AI Workflow Builder	Workflow + Agent	L4	Automation, Planning	`projects/devtools/ai-workflow-builder`
AI Debugging Assistant	Agent	L4	Reasoning, Tool usage	`projects/devtools/ai-debugging-assistant`
AI CI Failure Analyzer	Agent	L3	Reasoning, Retrieval, Debugging	`projects/devtools/ai-ci-failure-analyzer`
AI Test Case Generator	Workflow → Agent	L3	Generation, Reasoning	`projects/devtools/ai-test-case-generator`
AI API Contract Validator	Agent	L3	Validation, Reasoning	`projects/devtools/ai-api-contract-validator`
Automated Test Generation Agent	Agent	L3	Generation	`projects/devtools/automated-test-generation-agent`
Bug Triage & Prioritization Agent	Agent	L3	Classification	`projects/devtools/bug-triage-prioritization-agent`
Dependency Security Auditor	Workflow	L3	Security	`projects/devtools/dependency-security-auditor`
Performance Regression Detector	Workflow	L3	Monitoring	`projects/devtools/performance-regression-detector`
Infrastructure Cost Optimization Agent	Agent	L4	Optimization	`projects/devtools/infrastructure-cost-optimization-agent`
API Design Validator	Agent	L2	Validation	`projects/devtools/api-design-validator`
Codebase Complexity Analyzer	Workflow	L2	Analysis	`projects/devtools/codebase-complexity-analyzer`
CI/CD Pipeline Optimization Agent	Agent	L3	Optimization	`projects/devtools/cicd-pipeline-optimization-agent`
Smart Log Analysis Agent	Agent	L3	Detection, Retrieval	`projects/devtools/smart-log-analysis-agent`
Long-Running Coding Agent (Task Decomposition Engine)	Agent	L4	Planning	`projects/devtools/long-running-coding-task-decomposition-engine`
Codebase Migration Automation System	Workflow	L3	Transformation	`projects/devtools/codebase-migration-automation-system`
REST API Orchestration Agent	Agent	L3	Orchestration	`projects/devtools/rest-api-orchestration-agent`
Natural Language ↔ SQL Engine	Workflow	L2	Translation	`projects/devtools/natural-language-sql-engine`
IDE Code Completion Agent (Copilot Alternative)	Agent	L3	Generation	`projects/devtools/ide-code-completion-agent`
Real-Time Conversation Memory System	Workflow	L2	Memory	`projects/devtools/real-time-conversation-memory-system`

🧑‍💻 DevTools AI

Name	System Type	Complexity	Capabilities	Path
Legacy Code Refactor Agent (COBOL to TypeScript)	Agent	L5	Reasoning, Transformation	`projects/devtools-ai/legacy-code-refactor-agent-cobol-to-typescript`
Schema Migration Safety Agent	Agent	L3	Risk analysis, Reasoning	`projects/devtools-ai/schema-migration-safety-agent`

🤖 Agentic UI

Name	System Type	Complexity	Capabilities	Path
AI In-App Product Copilot	Agent	L4	Assistance, Context Awareness	`projects/agentic-ui/ai-in-app-product-copilot`
AI Form Filling Assistant	Agent	L3	Automation	`projects/agentic-ui/ai-form-filling-assistant`
AI Product Analytics Copilot Dashboard	Agentic UI	L4	Reasoning, UI interaction, Insights, Streaming	`projects/agentic-ui/ai-product-analytics-copilot-dashboard`
AI Customer Support Copilot Console	Agentic UI	L3	Retrieval, Suggestions, UI interaction, Streaming	`projects/agentic-ui/ai-customer-support-copilot-console`
AI Live Log Debugging Copilot UI	Agentic UI	L4	Reasoning, Tool usage, Streaming, UI interaction	`projects/agentic-ui/ai-live-log-debugging-copilot-ui`
AI Financial Planning Copilot Dashboard (Interactive)	Agentic UI	L4	Personalization, Prediction, UI interaction, Streaming	`projects/agentic-ui/ai-financial-planning-copilot-dashboard`
AI Travel Planning Workspace (Interactive Builder)	Agentic UI	L4	Planning, Personalization, UI interaction, Streaming	`projects/agentic-ui/ai-travel-planning-workspace-copilot`
AI Hiring Decision Copilot (Recruiter UI)	Agentic UI	L3	Matching, Reasoning, UI interaction, Streaming	`projects/agentic-ui/ai-recruiter-hiring-copilot-ui`
AI Knowledge Workspace (Notion-style with Agent)	Agentic UI	L4	Retrieval, Memory, UI interaction, Streaming	`projects/agentic-ui/ai-knowledge-workspace-copilot`
AI E-commerce Merchandising Copilot Dashboard	Agentic UI	L4	Optimization, Insights, UI interaction, Streaming	`projects/agentic-ui/ai-merchandising-copilot-dashboard`
AI Personal Health Insights Dashboard (Personalized)	Agentic UI	L4	Analysis, Personalization, UI interaction, Streaming	`projects/agentic-ui/ai-personal-health-insights-copilot-dashboard`
AI Learning Copilot (Interactive Study UI)	Agentic UI	L3	Tutoring, Adaptation, UI interaction, Streaming	`projects/agentic-ui/ai-interactive-study-copilot-ui`

Note: AI Live Log Debugging Copilot UI is the AG-UI + live log stream blueprint; projects/devtools/ai-debugging-assistant remains the general code/debug agent pattern. AI Travel Planning Workspace is the collaborative itinerary board; projects/travel/ai-travel-planner remains the multi-agent supplier orchestration reference—compose them if you want both.

🧩 Platform

Name	System Type	Complexity	Capabilities	Path
Agentic Workflow Builder (n8n-style AI Platform)	Multi-Agent	L4	Orchestration, Automation	`projects/platform/agentic-workflow-builder-platform`
Cross-Platform Computer Use Automation System	Agent	L4	Automation, Tool usage	`projects/platform/cross-platform-computer-use-automation-system`
Collaborative Multi-Agent Workspace Platform	Multi-Agent	L4	Collaboration, Orchestration	`projects/platform/collaborative-multi-agent-workspace-platform`

🎨 Frontend

Name	System Type	Complexity	Capabilities	Path
Generative UI Component System	Agent	L3	Generation, Personalization	`projects/frontend/generative-ui-component-system`

⚙️ Workflows

Name	System Type	Complexity	Capabilities	Path
Email to Task Workflow	Workflow	L2–L3	Automation, Extraction, Decision making	`projects/workflows/email-to-task-workflow`
AI Document Processing Pipeline	Workflow	L3	Extraction, Automation	`projects/workflows/ai-document-processing-pipeline`
AI Email Automation Engine	Workflow → Agent	L3	Automation	`projects/workflows/ai-email-automation-engine`
AI Customer Support Ticket Router	Workflow	L3	Classification	`projects/workflows/ai-customer-support-ticket-router`

🧭 Productivity

Name	System Type	Complexity	Capabilities	Path
AI Meeting Copilot	Agent	L3	Summarization, Decision making, Memory	`projects/productivity/ai-meeting-copilot`
Meeting Notes → Action Workflow	Workflow	L2–L3	Extraction, Automation	`projects/productivity/meeting-notes-action-workflow`
AI Spreadsheet Copilot	Agent	L4	Analysis	`projects/productivity/ai-spreadsheet-copilot`
Smart Calendar Scheduling Agent	Agent	L3	Optimization	`projects/productivity/smart-calendar-scheduling-agent`
Intelligent Email Drafting Assistant	Agent	L2	Generation	`projects/productivity/intelligent-email-drafting-assistant`
Project Status Aggregation System	Workflow	L2	Aggregation	`projects/productivity/project-status-aggregation-system`
Focus Time Protection Agent	Agent	L2	Automation	`projects/productivity/focus-time-protection-agent`
Team Workload Optimization Agent	Agent	L3	Optimization	`projects/productivity/team-workload-optimization-agent`
Slack/Teams Intelligent Summarization System	Workflow	L2	Summarization, Automation	`projects/productivity/slack-teams-intelligent-summarization-system`
Freelancer Workday Optimization Agent	Agent	L3	Planning, Prediction	`projects/productivity/freelancer-workday-optimization-agent`

🎧 Support

Name	System Type	Complexity	Capabilities	Path
Multi-Channel Support Routing Agent	Agent	L3	Routing	`projects/support/multi-channel-support-routing-agent`
Knowledge Base Auto-Curation System	Workflow	L2	Generation	`projects/support/knowledge-base-auto-curation-system`
SLA Compliance Monitoring System	Workflow	L2	Monitoring	`projects/support/sla-compliance-monitoring-system`
Customer Journey Intelligence Agent	Agent	L3	Prediction	`projects/support/customer-journey-intelligence-agent`
Automated Refund Decision Engine	Workflow	L2	Decision-making	`projects/support/automated-refund-decision-engine`

🛠️ DevOps

Name	System Type	Complexity	Capabilities	Path
Multi-Agent Incident Response System	Multi-Agent	L5	Planning, Automation, Decision making	`projects/devops/multi-agent-incident-response-system`
Multi-Agent DevOps Assistant	Multi-Agent	L5	Automation, Decision making	`projects/devops/multi-agent-devops-assistant`

💳 Fintech

Name	System Type	Complexity	Capabilities	Path
AI Expense Categorization + Insights	Workflow → Agent	L3	Classification, Retrieval, Personalization	`projects/fintech/ai-expense-categorization-insights`
Real-Time Fraud Detection Workflow	Workflow	L2	Detection	`projects/fintech/real-time-fraud-detection-workflow`
KYC Document Processing System	Workflow	L3	OCR, Validation	`projects/fintech/kyc-document-processing-system`
Personalized Investment Advisor Agent	Agent	L4	Planning, Prediction	`projects/fintech/personalized-investment-advisor-agent`
Expense Report Automation System	Workflow	L2	Automation	`projects/fintech/expense-report-automation-system`
Credit Risk Assessment Agent	Agent	L4	Risk Analysis	`projects/fintech/credit-risk-assessment-agent`
Algorithmic Trading Strategy Validator	Multi-Agent	L5	Simulation, Optimization	`projects/fintech/algorithmic-trading-strategy-validator`
AML Investigation Multi-Agent System	Multi-Agent	L5	Detection, Analysis	`projects/fintech/aml-investigation-multi-agent-system`
Intelligent Payment Routing Agent	Agent	L3	Optimization	`projects/fintech/intelligent-payment-routing-agent`
Financial Document Q&A System	Agent	L3	Retrieval, Reasoning	`projects/fintech/financial-document-qa-system`
Regulatory Compliance Monitor	Workflow	L3	Monitoring, Validation	`projects/fintech/regulatory-compliance-monitor`
Personal Budget Assistant	Agent	L2	Personalization, Analytics	`projects/fintech/personal-budget-assistant`
Invoice Processing & Reconciliation System	Workflow	L2	Extraction, Matching	`projects/fintech/invoice-processing-reconciliation-system`
FinGPT Financial Intelligence Agent	Agent	L4	Prediction, Sentiment	`projects/fintech/fingpt-financial-intelligence-agent`
Reinforcement Learning Trading Agent	Agent	L5	Learning, Optimization	`projects/fintech/reinforcement-learning-trading-agent`
Cryptocurrency Portfolio Manager	Agent	L3	Optimization, Tracking	`projects/fintech/cryptocurrency-portfolio-manager`

🏥 Healthcare

Name	System Type	Complexity	Capabilities	Path
Patient Intake Automation System	Workflow	L2	Extraction, Automation	`projects/healthcare/patient-intake-automation-system`
Medical Imaging Analysis Assistant	Agent	L4	Computer vision, Detection	`projects/healthcare/medical-imaging-analysis-assistant`
Clinical Trial Matching Agent	Agent	L3	Matching, Retrieval	`projects/healthcare/clinical-trial-matching-agent`
Drug Interaction Checker	Workflow	L2	Validation	`projects/healthcare/drug-interaction-checker`
Medical Coding & Billing Assistant	Workflow	L3	Classification	`projects/healthcare/medical-coding-billing-assistant`
Mental Health Support Agent	Agent	L3	Conversational, Monitoring	`projects/healthcare/mental-health-support-agent`
Hospital Resource Optimization System	Multi-Agent	L5	Optimization, Planning	`projects/healthcare/hospital-resource-optimization-system`
Medication Adherence Monitoring System	Workflow	L2	Monitoring	`projects/healthcare/medication-adherence-monitoring-system`
Health Data Interoperability (FHIR Agent System)	Agent	L4	Integration	`projects/healthcare/health-data-interoperability-fhir-agent-system`
Clinical Note Generation Agent	Agent	L3	Generation, Speech	`projects/healthcare/clinical-note-generation-agent`
Clinical Decision Support System	Agent	L4	Reasoning, Retrieval	`projects/healthcare/clinical-decision-support-system`
Remote Patient Monitoring Intelligence Agent	Agent	L3	Monitoring, Prediction	`projects/healthcare/remote-patient-monitoring-intelligence-agent`

🧾 Finance

Name	System Type	Complexity	Capabilities	Path
Invoice Processing Pipeline	Workflow	L3	Extraction, Classification	`projects/finance/invoice-processing-pipeline`

⚖️ Legal

Name	System Type	Complexity	Capabilities	Path
Regulatory Change Impact Analyzer	Workflow	L3	Monitoring	`projects/legal/regulatory-change-impact-analyzer`
Contract Clause Extraction System	Workflow	L2	Extraction	`projects/legal/contract-clause-extraction-system`
Privacy Impact Assessment Agent	Agent	L3	Compliance	`projects/legal/privacy-impact-assessment-agent`
Litigation Risk Prediction Agent	Agent	L4	Prediction	`projects/legal/litigation-risk-prediction-agent`
Due Diligence Multi-Agent System	Multi-Agent	L4	Research, Reasoning	`projects/legal/due-diligence-multi-agent-system`

⚖️ Legal AI

Name	System Type	Complexity	Capabilities	Path
Contract Redlining Automation Agent	Agent	L3	Reasoning, Decision making	`projects/legal-ai/contract-redlining-automation-agent`

💼 Sales

Name	System Type	Complexity	Capabilities	Path
AI Sales Assistant	Agent	L3	Personalization, Decision making	`projects/sales/ai-sales-assistant`

🎓 Education

Name	System Type	Complexity	Capabilities	Path
AI Learning Tutor	Agent	L3	Personalization, Reasoning	`projects/education/ai-learning-tutor`
AI Personalized Learning Path Generator	Agent	L4	Planning, Personalization	`projects/education/ai-personalized-learning-path-generator`
AI Homework Assistant with Reasoning	Agent	L3	Reasoning	`projects/education/ai-homework-assistant-with-reasoning`
Multi-Agent Tutoring System	Multi-Agent	L5	Teaching, Adaptation	`projects/education/multi-agent-tutoring-system`
Automated Essay Grading System	Agent	L3	Evaluation	`projects/education/automated-essay-grading-system`
Student Engagement Prediction System	Workflow	L2	Prediction	`projects/education/student-engagement-prediction-system`
Automated Question Generation Agent	Agent	L2	Generation	`projects/education/automated-question-generation-agent`
Peer Learning Group Matcher	Agent	L2	Matching	`projects/education/peer-learning-group-matcher`

🧑‍🤝‍🧑 Personal AI

Name	System Type	Complexity	Capabilities	Path
Personal AI Life Assistant	Agent	L5	Memory, Planning	`projects/personal-ai/personal-ai-life-assistant`
AI Habit Tracking + Coaching System	Agent	L4	Monitoring, Feedback	`projects/personal-ai/ai-habit-tracking-coaching-system`
AI Daily Planner with Memory	Workflow → Agent	L4	Planning, Memory	`projects/personal-ai/ai-daily-planner-with-memory`
Weekly Grocery Optimization Agent	Agent	L3	Optimization, Personalization	`projects/personal-ai/weekly-grocery-optimization-agent`
Home Maintenance Intelligence System	Agent	L3	Prediction, Planning	`projects/personal-ai/home-maintenance-intelligence-system`
Bill Splitting & Fairness Optimization Agent	Agent	L3	Optimization, Decision making	`projects/personal-ai/bill-splitting-fairness-optimization-agent`
Personalized Career Pivot Coach	Agent	L3	Personalization, Planning	`projects/personal-ai/personalized-career-pivot-coach`
Life Timeline Intelligence Agent	Agent	L3	Memory, Personalization	`projects/personal-ai/life-timeline-intelligence-agent`

👨‍👩‍👧 Family

Name	System Type	Complexity	Capabilities	Path
School Morning Routine Planner	Agent	L2	Planning, Automation	`projects/family/school-morning-routine-planner`
Kids Activity & Learning Planner Agent	Agent	L3	Personalization, Planning	`projects/family/kids-activity-learning-planner-agent`

🔐 Security

Name	System Type	Complexity	Capabilities	Path
AI Phishing Detection System	Agent	L4	Classification, Detection	`projects/security/ai-phishing-detection-system`
AI Threat Intelligence Aggregator	Agent	L5	Retrieval, Analysis	`projects/security/ai-threat-intelligence-aggregator`
Multi-Agent Cyber Defense System	Multi-Agent	L5	Detection, Response	`projects/security/multi-agent-cyber-defense-system`
AI Content Moderation Engine	Workflow → Agent	L4	Classification	`projects/security/ai-content-moderation-engine`
AI Identity Verification System	Workflow	L4	Verification	`projects/security/ai-identity-verification-system`
Security Vulnerability Scanner System	Workflow	L3	Detection, Automation	`projects/security/security-vulnerability-scanner-system`
Threat Intelligence Aggregation Platform	Multi-Agent	L4	Monitoring, Retrieval	`projects/security/threat-intelligence-aggregation-platform`
System-Wide Anomaly Detection Engine	Workflow	L3	Detection, Monitoring	`projects/security/system-wide-anomaly-detection-engine`
Incident Triage & Automated Response System	Multi-Agent	L4	Orchestration, Automation	`projects/security/incident-triage-automated-response-system`
Compliance Audit Automation Platform	Workflow	L3	Compliance, Automation	`projects/security/compliance-audit-automation-platform`
Autonomous Penetration Testing Agents (PentAGI)	Multi-Agent	L5	Simulation, Automation	`projects/security/autonomous-penetration-testing-agents-pentagi`
Continuous Security Posture Assessment Agent	Agent	L3	Monitoring, Reasoning	`projects/security/continuous-security-posture-assessment-agent`
Data Loss Prevention (DLP) Intelligence Agent	Agent	L3	Detection, Reasoning	`projects/security/dlp-intelligence-agent`

🌐 Web3

Name	System Type	Complexity	Capabilities	Path
AI Smart Contract Auditor	Agent	L5	Analysis, Security	`projects/web3/ai-smart-contract-auditor`
AI DAO Governance Assistant	Agent	L4	Decision-making	`projects/web3/ai-dao-governance-assistant`

🏭 IoT

Name	System Type	Complexity	Capabilities	Path
AI Smart Home Automation Agent	Agent	L4	Automation	`projects/iot/ai-smart-home-automation-agent`
Multi-Agent Smart City Traffic System	Multi-Agent	L5	Optimization	`projects/iot/multi-agent-smart-city-traffic-system`
IoT Fleet Intelligence Management Agent	Agent	L3	Monitoring, Reasoning	`projects/iot/iot-fleet-intelligence-management-agent`

🎮 Gaming

Name	System Type	Complexity	Capabilities	Path
AI NPC Behavior Engine	Agent	L4	Reasoning	`projects/gaming/ai-npc-behavior-engine`
Multi-Agent Game Strategy Simulator	Multi-Agent	L5	Strategy, Simulation	`projects/gaming/multi-agent-game-strategy-simulator`

🎤 Voice

Name	System Type	Complexity	Capabilities	Path
Real-Time Voice AI Assistant	Agent	L5	Speech, Reasoning	`projects/voice/real-time-voice-ai-assistant`
AI Call Center Automation System	Workflow → Agent	L5	Automation	`projects/voice/ai-call-center-automation-system`

🎙️ AI Interface

Name	System Type	Complexity	Capabilities	Path
Voice-First AI Interaction System	Agent	L3	Interaction, Automation	`projects/ai-interface/voice-first-ai-interaction-system`

📣 Marketing

Name	System Type	Complexity	Capabilities	Path
Multi-Agent Marketing Campaign System	Multi-Agent	L4	Planning, Content Generation	`projects/marketing/multi-agent-marketing-campaign-system`
Lead Scoring & Qualification Agent	Agent	L3	Prediction, Personalization	`projects/marketing/lead-scoring-qualification-agent`
Personalized Email Campaign Generator	Agent	L3	Generation, Personalization	`projects/marketing/personalized-email-campaign-generator`
Ad Creative Optimization Agent	Agent	L3	Optimization, Generation	`projects/marketing/ad-creative-optimization-agent`
Content Marketing Strategy Agent	Agent	L3	Planning, Retrieval	`projects/marketing/content-marketing-strategy-agent`
Sales Forecasting Intelligence System	Agent	L3	Prediction, Analytics	`projects/marketing/sales-forecasting-intelligence-system`
Competitive Intelligence Monitoring Agent	Agent	L3	Monitoring, Retrieval	`projects/marketing/competitive-intelligence-monitoring-agent`
Social Media Content Automation Agent	Agent	L2	Generation, Personalization	`projects/marketing/social-media-content-automation-agent`

📰 Media

Name	System Type	Complexity	Capabilities	Path
AI News Personalization Engine	Agent	L3	Personalization	`projects/media/ai-news-personalization-engine`
Automated Video Editing Agent	Agent	L3	Multimodal, Generation	`projects/media/automated-video-editing-agent`
Podcast Insight Extraction Agent	Agent	L2	Extraction, Summarization	`projects/media/podcast-insight-extraction-agent`
Plagiarism & Copyright Detection System	Workflow	L2	Detection, Monitoring	`projects/media/plagiarism-copyright-detection-system`
Automated Subtitle Generation System	Workflow	L2	Multimodal, Automation	`projects/media/automated-subtitle-generation-system`
Content Performance Prediction Agent	Agent	L3	Prediction, Analytics	`projects/media/content-performance-prediction-agent`

📈 Analytics

Name	System Type	Complexity	Capabilities	Path
AI Analytics Query Assistant	Agent	L4	Retrieval, Query Generation	`projects/analytics/ai-analytics-query-assistant`

🏢 Enterprise

Name	System Type	Complexity	Capabilities	Path
RAG-based Internal Docs Assistant	Agent	L4	Retrieval, Reasoning	`projects/enterprise/rag-internal-docs-assistant`
AI CRM Copilot (Sales Assistant)	Agent	L4	Decision-making, Retrieval	`projects/enterprise/ai-crm-copilot-sales-assistant`
AI Business Strategy Simulator	Multi-Agent	L5	Simulation, Decision-making	`projects/enterprise/ai-business-strategy-simulator`
AI Scenario Planning Engine	Agent	L4	Prediction	`projects/enterprise/ai-scenario-planning-engine`

🏢 Enterprise AI

Name	System Type	Complexity	Capabilities	Path
Enterprise RAG Knowledge Platform (Permission-Aware)	Agent	L4	Retrieval, Reasoning	`projects/enterprise-ai/enterprise-rag-knowledge-platform`
Organizational Memory Graph Builder	Agent	L4	Knowledge graph, Retrieval	`projects/enterprise-ai/organizational-memory-graph-builder`

🛒 E-commerce

Name	System Type	Complexity	Capabilities	Path
Multi-Agent Pricing Optimizer	Multi-Agent	L5	Decision making, Optimization	`projects/ecommerce/multi-agent-pricing-optimizer`
AI Pricing Experimentation Platform	Agent	L4	Experimentation	`projects/ecommerce/ai-pricing-experimentation-platform`
AI Shopping Assistant (Conversational Commerce)	Agent	L4	Recommendation	`projects/ecommerce/ai-shopping-assistant-conversational-commerce`
Visual Search & Style Matching Engine	Agent	L3	Multimodal, Retrieval	`projects/ecommerce/visual-search-style-matching-engine`
Smart Cart Optimization Agent	Agent	L2	Recommendation	`projects/ecommerce/smart-cart-optimization-agent`
Size & Fit Recommendation Agent	Agent	L3	Prediction	`projects/ecommerce/size-fit-recommendation-agent`
Competitive Price Monitoring System	Workflow	L2	Monitoring	`projects/ecommerce/competitive-price-monitoring-system`
Return Fraud Detection System	Workflow	L3	Detection	`projects/ecommerce/return-fraud-detection-system`
Multi-Channel Inventory Sync System	Workflow	L2	Synchronization	`projects/ecommerce/multi-channel-inventory-sync-system`
Abandoned Cart Recovery Agent	Agent	L2	Personalization	`projects/ecommerce/abandoned-cart-recovery-agent`

🚚 Logistics

Name	System Type	Complexity	Capabilities	Path
AI Supply Chain Optimization System	Multi-Agent	L5	Optimization	`projects/logistics/ai-supply-chain-optimization-system`
Demand Forecasting Agent	Agent	L3	Prediction, Analytics	`projects/logistics/demand-forecasting-agent`
Delivery Route Optimization Agent	Agent	L3	Optimization, Planning	`projects/logistics/delivery-route-optimization-agent`
Supplier Risk Monitoring System	Workflow	L3	Monitoring, Risk analysis	`projects/logistics/supplier-risk-monitoring-system`
Warehouse Layout Optimization Agent	Agent	L3	Optimization, Simulation	`projects/logistics/warehouse-layout-optimization-agent`
Shipment Tracking Intelligence System	Workflow	L2	Monitoring, Detection	`projects/logistics/shipment-tracking-intelligence-system`
Inventory Replenishment Automation Agent	Agent	L3	Automation, Optimization	`projects/logistics/inventory-replenishment-automation-agent`

🏠 Real Estate

Name	System Type	Complexity	Capabilities	Path
Property Valuation Intelligence Agent	Agent	L3	Prediction, Analytics	`projects/real-estate/property-valuation-intelligence-agent`
Smart Property Matching System	Agent	L3	Matching, Retrieval	`projects/real-estate/smart-property-matching-system`
Lease Agreement Analysis Agent	Agent	L2	Extraction, Risk analysis	`projects/real-estate/lease-agreement-analysis-agent`
Maintenance Request Automation System	Workflow	L2	Automation, Routing	`projects/real-estate/maintenance-request-automation-system`
Real Estate Investment Analyzer	Agent	L3	Financial analysis, Prediction	`projects/real-estate/real-estate-investment-analyzer`

👥 HR

Name	System Type	Complexity	Capabilities	Path
AI Hiring Assistant	Agent	L3	Reasoning, Matching	`projects/hr/ai-hiring-assistant`
AI Resume Parsing + Ranking System	Workflow → Agent	L3	Extraction, Ranking	`projects/hr/ai-resume-parsing-ranking-system`
Resume Screening & Ranking System	Workflow	L2	Matching, Ranking	`projects/hr/resume-screening-ranking-system`
Interview Question Generation Agent	Agent	L2	Generation	`projects/hr/interview-question-generation-agent`
Candidate Sourcing Agent	Agent	L3	Retrieval, Matching	`projects/hr/candidate-sourcing-agent`
Employee Onboarding Automation System	Workflow	L2	Automation, Orchestration	`projects/hr/employee-onboarding-automation-system`
Performance Review Intelligence Agent	Agent	L3	Analysis, Planning	`projects/hr/performance-review-intelligence-agent`
Employee Sentiment Monitoring System	Workflow	L2	Monitoring, Prediction	`projects/hr/employee-sentiment-monitoring-system`

🧠 AI Core

Name	System Type	Complexity	Capabilities	Path
Multi-Modal Intelligence Agent	Agent	L4	Multimodal, Reasoning	`projects/ai-core/multi-modal-intelligence-agent`
Autonomous Research Multi-Agent System	Multi-Agent	L4	Research, Retrieval	`projects/ai-core/autonomous-research-multi-agent-system`

🔌 AI Infra

Name	System Type	Complexity	Capabilities	Path
MCP Tool Registry System	Multi-Agent	L5	Tooling, Orchestration	`projects/ai-infra/mcp-tool-registry-system`
AI Agent Orchestration Engine	Multi-Agent	L5	Orchestration, Planning	`projects/ai-infra/ai-agent-orchestration-engine`
AI Agent Memory Management System	Workflow → Agent	L5	Memory, Retrieval	`projects/ai-infra/ai-agent-memory-management-system`
AI Prompt Optimization Engine	Agent	L4	Optimization, Evaluation	`projects/ai-infra/ai-prompt-optimization-engine`
AI Evaluation Framework (LLM Testing System)	Workflow	L5	Evaluation, Benchmarking	`projects/ai-infra/ai-evaluation-framework`
AI Output Quality Scoring Engine	Agent	L5	Evaluation, Reasoning	`projects/ai-infra/ai-output-quality-scoring-engine`
AI Observability Platform (Tracing + Logs)	Workflow	L5	Monitoring, Logging	`projects/ai-infra/ai-observability-platform`
AI Feedback Loop System (Human-in-the-loop)	Workflow → Agent	L5	Learning, Feedback	`projects/ai-infra/ai-feedback-loop-system`
AI Guardrails & Safety Engine	Workflow → Agent	L5	Validation, Safety	`projects/ai-infra/ai-guardrails-safety-engine`
AI Hallucination Detection System	Agent	L5	Detection, Reasoning	`projects/ai-infra/ai-hallucination-detection-system`
AI Retry & Fallback Strategy Engine	Workflow	L5	Reliability, Optimization	`projects/ai-infra/ai-retry-fallback-strategy-engine`
AI Token Usage Optimization Engine	Workflow → Agent	L5	Optimization, Monitoring	`projects/ai-infra/ai-token-usage-optimization-engine`
AI Latency Optimization System	Workflow	L5	Performance	`projects/ai-infra/ai-latency-optimization-system`
Cross-Agent Communication Protocol System	Multi-Agent	L5	Communication, Orchestration	`projects/ai-infra/cross-agent-communication-protocol-system`
AI Tool Permissioning System	Workflow	L5	Security, Control	`projects/ai-infra/ai-tool-permissioning-system`
Multi-Source RAG Aggregation Engine	Agent	L5	Retrieval, Aggregation	`projects/ai-infra/multi-source-rag-aggregation-engine`
Context Window Optimization System	Workflow	L4	Optimization	`projects/ai-infra/context-window-optimization-system`
Real-Time AI Streaming Response Engine	Workflow	L5	Streaming, Performance	`projects/ai-infra/real-time-ai-streaming-response-engine`
AI Event-Driven Workflow Engine	Workflow	L5	Automation, Event Processing	`projects/ai-infra/ai-event-driven-workflow-engine`
AI System Self-Improvement Engine	Multi-Agent	L5	Learning, Optimization	`projects/ai-infra/ai-system-self-improvement-engine`
Domain-Specific RAG Builder (Plug & Play)	Workflow	L4	Retrieval	`projects/ai-infra/domain-specific-rag-builder`
RAG Query Rewriting Engine	Agent	L4	Optimization	`projects/ai-infra/rag-query-rewriting-engine`
Hybrid Search Engine (Vector + Keyword)	Workflow	L4	Retrieval	`projects/ai-infra/hybrid-search-engine`
AI Knowledge Graph + RAG System	Agent	L5	Reasoning, Retrieval	`projects/ai-infra/ai-knowledge-graph-rag-system`
AI Workflow Testing & Evaluation Framework	Workflow	L3	Testing, Observability	`projects/ai-infra/ai-workflow-testing-evaluation-framework`

Note: A separately named “MCP Tool Registry & Discovery System” is intentionally not a second catalog row—it overlaps the existing MCP Tool Registry System (registry + discovery + permissions). Extend that brief if you need more detail.

Note: The candidate “MCP Server Hub & Registry Platform” is treated as the same catalog surface area as MCP Tool Registry System—use that project and extend it rather than adding a duplicate row.

🏭 Industrial AI

Name	System Type	Complexity	Capabilities	Path
Predictive Maintenance Orchestrator	Multi-Agent	L5	Monitoring, Prediction, Planning	`projects/industrial-ai/predictive-maintenance-orchestrator`
Digital Twin Reasoning Agent	Agent	L4	Simulation, Reasoning, Retrieval	`projects/industrial-ai/digital-twin-reasoning-agent`
Safety Protocol Compliance Monitor	Workflow	L3	Multimodal, Monitoring	`projects/industrial-ai/safety-protocol-compliance-monitor`

🌾 Agri AI

Name	System Type	Complexity	Capabilities	Path
Precision Irrigation Agent	Agent	L3	Optimization, Decision making	`projects/agri-ai/precision-irrigation-agent`
Crop Disease Diagnostic Agent	Agent	L3	Multimodal, Retrieval	`projects/agri-ai/crop-disease-diagnostic-agent`
Livestock Health & Behavior Tracker	Workflow	L4	Monitoring, Prediction	`projects/agri-ai/livestock-health-behavior-tracker`

⚡ Energy AI

Name	System Type	Complexity	Capabilities	Path
Grid Load Balancing Multi-Agent System	Multi-Agent	L5	Optimization, Real-time Processing	`projects/energy-ai/grid-load-balancing-multi-agent-system`
EV Charging Optimization Agent	Agent	L2	Optimization, Automation	`projects/energy-ai/ev-charging-optimization-agent`
Smart Grid Leakage Detection System	Workflow	L3	Monitoring, Detection	`projects/energy-ai/smart-grid-leakage-detection-system`

🧪 Research AI

Name	System Type	Complexity	Capabilities	Path
Chemical Synthesis Planning Agent	Agent	L4	Reasoning, Planning	`projects/research-ai/chemical-synthesis-planning-agent`
Patent Landscape Analyzer	Agent	L3	Retrieval, Research	`projects/research-ai/patent-landscape-analyzer`
Lab Notebook Auto-Summarization Pipeline	Workflow	L2	Extraction, Structuring	`projects/research-ai/lab-notebook-auto-summarization-pipeline`

🎬 Creator AI

Name	System Type	Complexity	Capabilities	Path
Podcast to Social Snippet Generator	Workflow	L3	Multimodal, Extraction	`projects/creator-ai/podcast-to-social-snippet-generator`
Script to Storyboard Generation System	Workflow	L4	Multimodal, Planning	`projects/creator-ai/script-to-storyboard-generation-system`

🏛️ Gov AI

Name	System Type	Complexity	Capabilities	Path
Public Benefit Eligibility Agent	Agent	L2	Reasoning, Compliance	`projects/gov-ai/public-benefit-eligibility-agent`

🛡️ Security AI

Name	System Type	Complexity	Capabilities	Path
Deepfake Detection Proxy	Workflow	L4	Analysis, Monitoring	`projects/security-ai/deepfake-detection-proxy`
PII Redaction Gateway	Workflow	L2	Extraction, Privacy	`projects/security-ai/pii-redaction-gateway`
Zero Trust Behavioral Authenticator	Agent	L4	Monitoring, Decision making	`projects/security-ai/zero-trust-behavioral-authenticator`
Automated Phishing Takedown Agent	Agent	L3	Analysis, Automation	`projects/security-ai/automated-phishing-takedown-agent`
Continuous Insider Threat Detection Agent	Agent	L4	Behavioral analysis, Monitoring	`projects/security-ai/continuous-insider-threat-detection-agent`

Note: AI Phishing Detection System (projects/security/ai-phishing-detection-system) focuses on classification at the mailbox/ingress edge; Automated Phishing Takedown Agent focuses on post-detection abuse response (evidence bundles, provider workflows).

Note: Zero Trust Behavioral Authenticator focuses on session/access trust signals; Continuous Insider Threat Detection Agent focuses on insider-risk case building (cross-system UEBA-style correlation to SIEM).

🧘 Health AI

Name	System Type	Complexity	Capabilities	Path
AI Sleep Optimization Agent	Agent	L2	Personalization, Monitoring	`projects/health-ai/ai-sleep-optimization-agent`
Smart Fridge Meal Planner Agent	Agent	L3	Multimodal, Planning	`projects/health-ai/smart-fridge-meal-planner-agent`

🚢 Logistics AI

Name	System Type	Complexity	Capabilities	Path
Container Loading Optimization Agent	Agent	L4	Optimization, Planning	`projects/logistics-ai/container-loading-optimization-agent`
Port Congestion Prediction Agent	Agent	L3	Prediction, Analysis	`projects/logistics-ai/port-congestion-prediction-agent`

🌍 Climate AI

Name	System Type	Complexity	Capabilities	Path
Climate Risk Scenario Simulation Agent	Agent	L4	Simulation, Prediction	`projects/climate-ai/climate-risk-scenario-simulation-agent`

🛰️ Geo AI

Name	System Type	Complexity	Capabilities	Path
Satellite Change Detection Workflow	Workflow	L4	Multimodal, Detection	`projects/geo-ai/satellite-change-detection-workflow`

🌱 Sustainability

Name	System Type	Complexity	Capabilities	Path
Climate & Sustainability Intelligence Agent	Agent	L3	Analytics, Planning	`projects/sustainability/climate-sustainability-intelligence-agent`
Carbon Footprint Ledger Agent	Agent	L3	Analysis, Compliance	`projects/sustainability/carbon-footprint-ledger-agent`

Note: “AI NPC Dialogue Orchestrator” is not a separate catalog row—it overlaps AI NPC Behavior Engine (projects/gaming/ai-npc-behavior-engine); extend that brief for memory-heavy dialogue orchestration. “Urban Traffic Flow Multi-Agent System” overlaps Multi-Agent Smart City Traffic System (projects/iot/multi-agent-smart-city-traffic-system).

🧭 Contribution Note

Before adding a new project:

Check the tables below and confirm the path/name is not already taken.
Avoid duplication—extend an existing README.md if the scope overlaps.
Add new value—prefer a distinct problem, integration surface, or production lesson.

Naming: keep titles practical and specific.

Ideas: favor real-world constraints—integrations, evaluation, cost, safety—over generic assistants with no clear architecture.

When you add a project:

Create projects/<domain>/<project-slug>/README.md under the right domain folder in projects/, mirroring the headings and depth of sibling entries (for example projects/travel/ai-travel-planner/README.md).
Add architecture.md with the sections used elsewhere in this repo (overview, ASCII diagram, components, data flow, agent interaction, scaling, failure handling, observability).
Update this catalog section (summary counts + the correct domain table) in the same change.

Contributing

This project values real systems, clear architecture, and production thinking — not generic assistant ideas. See CONTRIBUTING.md for the full process; in short, scan the Project catalog for duplicates, mirror the structure of nearby projects under projects/, and ship README.md + architecture.md plus a new row in the catalog tables.

Who this is for

Senior and staff engineers, AI engineers, and anyone who wants to move from “I shipped a chatbot” to “I designed a production AI system.”

Vision

To be a practical, TypeScript-first reference for real-world AI system design — workflows, agents, and multi-agent systems — with honesty about tradeoffs and failure modes.

If this repo helps you, a star on GitHub helps others find it.

Files in the repo

Repository payload•17 top-level entries

.github— GitHub workflows and templates
assets— 1 item
benchmarks— 7 items
docs— Documentation
packages— 3 items
projects— 49 items
reference-implementations— 3 items
scripts— Helper scripts
templates— Templates to copy
.gitignore
CONTRIBUTING.md
package.json— Node package: install with npm
pnpm-lock.yaml
pnpm-workspace.yaml
PROJECT_INDEX.md
README.md— The README
tsconfig.base.json

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asgeirtj/system_prompts_leaksCollections

Extracted system prompts from Anthropic - Claude Fable 5.1, Opus 5, Claude Design, Claude Code. OpenAI - ChatGPT GPT-6-Astra, Codex. Google - Gemini 3.8 Flash, 3.1 Pro, Antigravity. xAI - Grok, Grok Bot, Cursor, Kimi and more! Updated regularly.

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