Agent skills for Microsoft Copilot

Structured task planning with clear breakdowns, dependencies, and verification criteria.

PowerShell Windows patterns. Critical pitfalls, operator syntax, error handling.

Project scaffolding templates for new applications.

Tailwind CSS v4 principles. CSS-first configuration, container queries, modern patterns, design token architecture.

spaCy NER model training and entity extraction for conversational AI

Agent skill for sparc-coordinator - invoke with $agent-sparc-coordinator

Run the SPARC Refinement and Completion phases — review code, improve test coverage, validate against specification, and generate…

Agent skill for specification - invoke with $agent-specification

MUST USE when writing or editing TanStack Router routes, file-based routing, navigation, loaders, search params, beforeLoad auth guards…

Comprehensive guide to Spark Structured Streaming for production workloads.

Troubleshoot Spark applications on AWS EMR, Glue, and SageMaker - analyze failures, identify bottlenecks, get code recommendations.

Graph analytics over a sparq RDF graph with the opt-in sparq-algos crate: project the graph onto a directed NodeGraph and run PageRank…

Minimal SPARV workflow (Specify→Plan→Act→Review→Vault) with 10-point spec gate, unified journal, 2-action saves, 3-failure protocol, and…

Check that a spec has need, scope, impacts, tests, assumptions, open questions and links to relevant corpus files.

Verify that a spec's completed tasks fully implement the spec requirements.

Reviews code changes to ensure strict alignment between technical implementation and project specifications.

Synchronizes development intent with implementation to ensure code adheres strictly to defined specifications.

Turn a raw need into a spec package grounded in corpus facts and explicit assumptions.

Specification-Driven Development (SDD) toolkit.

Check code against the documentation that specifies it - which requirements hold, which the code contradicts, which are absent, and what…

Use this skill to audit and edit product, interface, landing-page, documentation, portfolio, case-study, or product-narrative copy for…