Testing & Review Skills

Design constraints that push generated interfaces beyond generic AI UI.

Create, improve, and benchmark Agent Skills with trigger tests and comparative evaluation.

Plan, implement, and evaluate high-quality MCP servers in Python or TypeScript.

Review interfaces against practical web design and accessibility rules.

Relentless decision interviews for sharper plans and designs.

Instruction-only, product-specific UI design contracts with optional real-interface evidence and a hard finish gate.

Autonomous, metric-driven code experiments that keep improvements and discard regressions.

Approval-gated Semgrep security scans with telemetry disabled and auditable SARIF output.

A targeted Python and BigQuery audit for runaway cost, unsafe reruns, scan size, writes, and observability.

Interprocedural security analysis with explicit database-quality and query-suite gates.

Risk-first security review for diffs, commits, and pull requests with blast-radius analysis.

Browser-based visual review for responsive, accessible, consistent web interfaces with source-level fixes.

Machine-readable implementation plans with atomic phases, dependencies, tests, risks, and unique identifiers.

Time-boxed technical research documents that turn one critical unknown into an evidence-backed decision.

Systematic hunts for other instances of a known bug or vulnerability root cause.

A practical test-driven development workflow for coding agents.

A pre-change map of files, dependencies, tests, reference patterns, and implementation risks.

Write modern MSTest tests with data-driven patterns.

Close defects with a structured diagnosis and verification receipt.

Write maintainable Jest tests for JavaScript and TypeScript.

Generate an MCP server shaped for Copilot Studio integration.

Apply safe, modern asynchronous programming patterns in C#.

Audit MCP configuration for secrets, injection, and supply-chain risk.

Find Skills is Vercel's discovery workflow for locating and installing reusable Agent Skills.

Vercel React Best Practices is a maintained performance guide for React and Next.js.

Apply current NUnit testing patterns and assertions.

Generate a Java MCP server with the official SDK.

Inspect and call MCP servers from a command-line workflow.

Scaffold a declarative agent around MCP capabilities.

Exercise a real MCP protocol session before release.

Apply JUnit 5 testing patterns including parameterized cases.

Turn a vague bug report into an evidence-backed reproduction.

Scaffold a Spring Boot Kotlin project with a coherent baseline.

Review MCP implementations for auth, validation, and code-execution risks.

Scaffold a Spring Boot Java project with a coherent baseline.

Build maintainable xUnit tests including data-driven cases.

Generate a Kotlin MCP server with the official SDK.

Build agentic applications with the GitHub Copilot SDK.

Build TUnit suites with modern test organization.

Map an unfamiliar codebase before changing it.

Grilling stress-tests a plan, decision, or idea as a dependency-aware design tree.

Handoff turns the current conversation into a compact continuation document for a fresh agent.

Prototype creates throwaway code to answer one design or logic question.

Improve Codebase Architecture explores code for architectural friction and proposes deeper modules with smaller interfaces.

Setup Matt Pocock Skills is a repository configuration scaffold for a family of engineering workflows.

Matt Pocock's Triage Skill guides maintainers through incoming project issues—and external pull requests when the tracker config includes them.

Teach turns the current directory into a persistent learning workspace for one topic across many sessions.

AI Music is a RunComfy CLI guide that routes song generation and editing across ElevenLabs Music and ACE Step models.

Domain Modeling turns a codebase's ubiquitous language into an actively maintained engineering artifact.

Codebase Design supplies a shared vocabulary for reviewing modules, interfaces, seams, adapters, leverage, locality, and testability.

Diagnosing Bugs is an evidence-first loop for difficult defects and performance regressions.

Reddit Automation finds recent high-intent Reddit discussions and drafts short, relevant replies for a human to review.

Ask Matt is a router for Matt Pocock's engineering Skills: it maps a situation to a recommended workflow such as grilling, prototyping, specifying, ticketing, implementation, or review.

Code Review is a two-axis review workflow for checking a diff against repository standards and its originating specification.

Implement turns an approved spec or ticket into code changes.

Wayfinder plans a large, unclear effort as a shared map of decision tickets on an issue tracker.

To Spec synthesizes the current discussion and repository understanding into a project specification without conducting another interview.

To Tickets breaks an agreed plan, specification, or conversation into small, verifiable tracer-bullet tickets.

Resolving Merge Conflicts is a narrow workflow for an already-in-progress Git merge or rebase.

Twitter Automation from skills-101/superpowers uses the belt CLI to perform X account actions such as posting, liking, reposting, following, and direct messaging.

Run a bounded research-code check and record the result, deviations, and evidence.

Map research-code entry points and choose a minimal, trustworthy reproduction target.

Caveman is a persistent response-compression mode with lite, full, ultra, and classical-Chinese variants.