How It Works
Agents are defined as *.agent.md files with YAML frontmatter. The framework loads, caches, and hot-reloads them into an immutable catalogue. Conductor agents orchestrate complex multi-step workflows by delegating to sub-agents and skills.
🤖 Agent Definitions (8 agents)
AI Brainstorming
ai-projectResearches customer context and generates prioritised AI project ideas on Microsoft Azure. This agent conducts discovery, searches official sources, and produce...
AI Demo Conductor
ai-projectCreates demo infrastructure overlays, demo guides, and companion scripts so AI solutions can be demonstrated in action — even when production environments have ...
AI Implementor
ai-projectOrchestrates full-stack implementation and mandatory review cycles for Azure solutions. Builds infrastructure, application code, CI/CD pipelines, tests, and doc...
AI Solution Architect
ai-projectOrchestrates architecture design, documentation, and mandatory review cycles on Microsoft Azure. Produces 7 comprehensive architecture documents with diagrams, ...
Demo Conductor
conductorOrchestrates the full demo creation lifecycle from research through to validated, ready-to-present demonstrations. Produces demo guides, companion scripts, and ...
Hackathon Conductor
conductorCreates complete What-The-Hack-style hackathon events with progressively harder challenges on any Azure or Microsoft technology. Produces challenge guides, coac...
Slide Conductor
conductorOrchestrates the full PowerPoint generation lifecycle — from research through to a polished, downloadable .pptx file. Can optionally enrich content with WAF (We...
WAF Review Agent
reviewReviews Azure architectures against the Microsoft Well-Architected Framework across all 5 pillars. Produces comprehensive assessment reports with risks, recomme...
⚡ Skills Library (29 skills)
☁️ Azure Core
Azure Prepare
Prepares Azure applications for deployment by generating infrastructure as code (Bicep or Terraform), azure.yaml configu...
Azure Validate
Pre-deployment validation that checks your application is ready for Azure. Validates Bicep/Terraform syntax, azure.yaml ...
Azure Deploy
Executes Azure deployments for already-prepared applications. Runs azd up, azd deploy, terraform apply, and az deploymen...
Azure Upgrade
Assesses and upgrades Azure workloads between plans, tiers, or SKUs. Generates assessment reports and automates upgrade ...
🤖 Azure AI & Data
Azure AI
Helps with Azure AI services including AI Search, Speech Services, Azure OpenAI, and Document Intelligence. Covers vecto...
Azure AI Gateway
Configures Azure API Management as an AI Gateway for governing AI models, MCP tools, and agents. Handles semantic cachin...
Azure Kusto
Queries and analyses data in Azure Data Explorer (Kusto/ADX) using KQL. Specialises in log analytics, telemetry analysis...
Microsoft Foundry
End-to-end management of AI Foundry agents, models, projects, quotas, and RBAC. Deploy, invoke, evaluate, and troublesho...
Azure AI Research
Conducts live research for AI best practices before making architecture choices. Compares frameworks, models, and Azure ...
🏗️ Azure Infrastructure
Azure Compute
Recommends Azure VM and VMSS configurations based on workload requirements. Covers SKU selection, pricing comparison, au...
Azure Storage
Manages Azure Storage services including Blob Storage, File Shares, Queue Storage, Table Storage, and Data Lake. Covers ...
Azure Messaging
Troubleshoots and resolves issues with Azure Event Hubs and Service Bus SDKs. Covers connection failures, authentication...
Azure Cloud Migrate
Assesses and migrates cross-cloud workloads to Azure. Supports AWS Lambda to Azure Functions and GCP Cloud Run to Azure ...
🛡️ Azure Security & Governance
Azure Compliance
Runs Azure compliance and security audits using azqr plus Key Vault expiration checks. Covers best-practice assessment, ...
Azure RBAC
Finds the right Azure RBAC role with least-privilege access and generates CLI commands plus Bicep code for role assignme...
Entra App Registration
Manages Microsoft Entra ID application registrations, OAuth/MSAL configuration, API permissions, and service principal s...
🔧 Azure Operations
Azure Diagnostics
Debugs Azure production issues using AppLens, Azure Monitor, resource health, and safe triage procedures. Covers Contain...
Azure Cost Optimisation
Finds and quantifies Azure cost savings opportunities. Identifies orphaned resources, rightsizing opportunities, unused ...
Azure Quotas
Checks and manages Azure quotas and usage across resource providers. Essential for deployment planning, capacity validat...
Azure Resource Lookup
Lists, finds, and shows Azure resources across subscriptions and resource groups. Supports inventory, tag analysis, orph...
Azure Resource Visualiser
Analyses Azure resource groups and generates detailed Mermaid architecture diagrams showing relationships between resour...
📦 Azure SDK & Monitoring
Azure Hosted Copilot SDK
Builds, deploys, and modifies GitHub Copilot SDK applications on Azure. Mandatory when your codebase contains @github/co...
App Insights Instrumentation
Provides guidance for instrumenting web applications with Azure Application Insights. Covers telemetry patterns, SDK set...
✨ Content & Productivity
Content Humaniser
Transforms AI-generated text to sound natural and human. Removes robotic phrasing, adds personality, eliminates AI clich...
Demo Generator
Builds demo guides and companion scripts for technology demonstrations. Creates step-by-step walkthroughs, hands-on labs...
Hackathon Generator
Builds What-The-Hack-style hackathon challenges and workshop labs. Creates progressive challenges, coach materials, and ...
PPTX Generator
Generates downloadable PowerPoint (.pptx) files programmatically. Creates professional slide decks from structured conte...
Architecture Design
Generates comprehensive Azure solution architecture documentation including diagrams, cost analysis, security posture, a...
Code Project
Generates full-stack Azure project implementations with infrastructure, application code, CI/CD pipelines, tests, and do...