Tools tagged with "Official"

Context-aware troubleshooting when something goes wrong during the workshop. Analyzes errors, suggests fixes, and guides the learner to resolution.

Start the local Jekyll dev server and open a post in the browser

Create a new blog post with branch, front matter, and asset folder

Build and embed a React widget into a Jekyll blog post as a self-contained HTML file

End-to-end review, fix, publish, and verify a blog post PR from another author

Commit current changes and create a pull request for review

Up-to-date Microsoft Graph API knowledge for AI agents. Search 27,700+ Graph APIs, endpoint docs, resource schemas, and community samples — all locally, no netw

Use when starting work in any repository, and again at each work-phase transition (design, coding, debugging, verification, opening a PR). Loads the canonical p

Separates DAX data-fetching from TypeScript presentation. Guides when to use DAX vs. TypeScript vs. Vega-Lite for aggregation, total rows, FORMAT(), SELECTCOLUM

Guides a learner through the entire LAB540 workshop end-to-end — presenting one step at a time, adapting to their chosen path (Skillable vs Self-Guided), and tr

Explore Power BI semantic model schemas using DAX INFO functions. Progressive metadata discovery strategy, scope estimation, and narrowing techniques for tables

The Lab 0 backing skill — walks the learner through getting their environment ready for the workshop. Detects their path (Skillable vs Self-Guided), guides them

Synthesizes outputs from Compliance, Clinical, and Coverage agents into a final APPROVE or PEND recommendation using gate-based evaluation with LENIENT mode pol

Use when user wants to incorporate charts, graphs, data grid, or other visual representations of data into their project. Use VegaVisual and DataGrid components

Tells the learner what their next step is based on their current progress in the workshop.

Amplifier design philosophy using Linux kernel metaphor. Covers mechanism vs policy, module architecture, event-driven design, and kernel principles. Use when d

Use when deciding how to expose an Amplifier workflow or automation tool — .dot attractor pipeline, Python lib, tool module, or CLI. Covers the four leverage le

Use when a service needs auth that stays frictionless locally but secures remote access, or automatic TLS. Covers token-based auth with auto-generation, localho

Use when building a new CLI tool that needs one-line install, subcommand dispatch, or layered config. Covers uv/npm install, a default-action dispatcher, and 3-

Review changed code for reuse, quality, and efficiency, then fix any issues found.

Use when a tool needs config and state that survive crashes and live in the right place. Covers safe defaults merging, atomic state writes, and conventional loc

Use when running tasks in Docker containers with safety limits and resource enforcement. Covers watchdog monitoring, orphan container recovery, sidecar provisio

Scaffold a complete new content track (like Foundation, Advanced, or Terminal) with all required files — data parser, page components, routes, markdown content,

Convene the persona panel — six orthogonal review lenses — on a target. Cold independent fan-out, debate-to-consensus, synthesized verdict with recorded dissent

Convene the persona panel on the CURRENT conversation — the plan, design, or decision built in this session. The INLINE counterpart to /council (which forks iso

Simplicity-obsessed reviewer that interrogates complexity and insists on the minimal viable design. Voice of a senior engineer who treats every unnecessary laye

Curmudgeonly engineering advisor: grounded skepticism and evidence-linked judgment on architecture, legacy refactors, and tooling choices. Voice of a senior sys

AI-led deployment of the AWS Bedrock sample agent with the Microsoft Entra Agent ID sidecar to Azure Container Apps. Use when the user wants to deploy the AWS s

AI-led deployment of the local-LLM sample agent (Ollama + Microsoft Entra Agent ID sidecar) to Azure Container Apps. Use when the user wants to deploy sidecar/d

Generate new interactive diagram components for tutorial content. Use when adding a visual diagram, creating architectural illustrations, or building interactiv

Diff src/ and .github/ against docs/ to detect drift between code and design spec. Use when auditing the docs folder, after merging structural changes (adding p

AI-guided setup for Microsoft Entra Agent ID. Use when the user wants to provision an Agent Identity Blueprint, Agent Identity, and OBO client app in an Entra t

Generate consistent, high-quality coding exercises for AI-Native development tutorials. Use when creating hands-on exercises, coding challenges, practice proble

Use when processes must communicate through the filesystem with no message broker. Covers JSONL event logs, atomic state snapshots, async request/response via f

Use when building an HTTP service with FastAPI. Covers lifecycle management, background poll loops, SPA static file serving with API reverse proxy, bidirectiona

Use when a system manages multiple concurrent instances or sessions that each need isolated storage. Covers per-instance directories, file locking, and a prepar