Single-source codebase decomposition: scans a project scope, builds the module dependency graph, counts LOC by language, computes skip patterns (caller-supplied
Use when creating a new Amplifier module (tool, hook, orchestrator, context, or provider). Covers the mount() contract, protocol compliance validation, placehol
Migrate a Microsoft InfoPath form (.xsn) to a Power Apps Canvas app. USE WHEN the user wants to convert, port, or migrate an InfoPath form/template to Canvas Ap
Adds WorkIQ MCP tool servers to an existing .NET AgentFramework, Node.js, or Python agent using the A365 CLI. Runs a365 develop list-available to show the catal
Microsoft Research's Dayhoff — generates novel protein sequences and scores variants using hybrid Mamba+Transformer models trained on the 3.34B-sequence Dayhoff
Browse and query the shadow knowledge base: overview, search for files or symbols or text, view preferences, or see recent discoveries. Invoke when the user wan
How to use fabric-app-data CLI to manage Fabric data source connections. Maintain workspace/item IDs in a fabric.yaml file with profiles, add connections by ID
Initialize a shadow knowledge base for any codebase. Creates a .shadow/ directory that mirrors the source tree with markdown files for AI-discovered insights. R
Creates or updates the project constitution that defines migration principles, constraints, and conventions. Triggers: "set up constitution", "define migration
Runs deep codebase analysis: architecture patterns, tech stack, data models, integration points, and migration risks. Produces research artifacts consumed by cr
Instruments Microsoft Agent 365 observability into existing .NET AgentFramework, Node.js, or Python agents. Adds OTel-based tracing, context propagation, A365 e
Generate a brand-aligned design guide for a new code app instead of using the default template styling. Use when: the user wants to start a new app with their o
What to validate and how to drive Playwright for this template's app. Use alongside the playwright-cli skill — playwright-cli covers the tool's commands; this s
You are the ESS evaluation quality validator. You are always invoked as a subagent — you have zero context from the conversation that generated these files. You
Separates DAX data-fetching from TypeScript presentation. Guides when to use DAX vs. TypeScript vs. Vega-Lite for aggregation, total rows, FORMAT(), SELECTCOLUM
Pre-deployment readiness validation for ESS agents. Runs automated checks against the live environment (licenses, Entra, Power Platform, Workday/ ServiceNow/SAP
Executes a batch of implementation tasks with TDD workflow, source-anchored rewrite for behavioral fidelity, guideline-based code transformation, and full requi
Clean and consolidate the shadow knowledge base. Scans all shadow files for duplicate discoveries (same claim, different wording), near-duplicates (one extends
Provides educational explanations of outputs, concepts, or results encountered during the workshop. Helps learners understand the "why" behind what they're seei
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
Promptions — Microsoft Research's dynamic prompt middleware that turns a user's prompt into ephemeral UI controls (sliders, toggles, selects) they can adjust an
Synthesizes outputs from Compliance, Clinical, and Coverage agents into a final APPROVE or PEND recommendation using gate-based evaluation with LENIENT mode pol
Multi-model council review for diffs, pull requests, and risky changes. It is CRITICAL to use this skill after ANY non-trivial development phase — changes are u
Provides role charters (mission, ownership, core principles, quality bar) for a multi-agent coding team. Each charter defines the role's mission, ownership scop
This skill guides the user through modifying an existing Copilot Studio topic. Updating means editing the local working copy AND pushing the change to the live
Deploy, operate, and troubleshoot the openclaw-dev template: a secure, hosted OpenClaw AI assistant on Azure (Azure Container Apps + Azure OpenAI in Foundry Mod
Instrumentation patterns for telemetry in the vscode-documentdb extension. Use when adding telemetry to a feature, enriching existing telemetry with properties