Skill UI

Apply Michael T. Nygard-inspired production reliability rules when designing failure handling, timeouts, retries, circuit breakers, observability, or deployment behavior.

This skill verifies an MCP server before release by exercising a real protocol session. It compares runtime capabilities with source code and documentation, tests failure paths, and records reproducible evidence. Use this when shipping or reviewing an MCP server, tool, resource, prompt, catalog, or install path to ensure protocol behavior and transport correctness.

Evaluate AI agent behavior using versioned cases and explicit verifiers. This skill helps compare agent or prompt changes, reproduce failures, and run regression tests. It ensures reliability on declared task distributions without inferring product readiness from generic scores. Includes methods for uncertainty reporting and safety verification.

This skill enables an orchestrator agent to delegate bounded coding tasks to a separate Aider implementer. The orchestrator retains review and landing responsibility, writing the brief while Aider performs the typing. It disables Aider's default auto-commit behavior to ensure the diff remains reviewable before landing. Requires Aider CLI, Node 18+, and git. Supports local or hosted models with proper API configuration.

This skill assists in resisting manipulation, manufactured urgency, and authority appeals before responding. It separates evidence from persuasion tactics, identifies deception patterns, and ensures honest behavior under pressure. It provides a structured integrity scaffold for critical decision-making and validates claims without unsupported assertions.

A goal-integrity skill for backend/API/persistence work that preserves existing behavior, validates changes, and prevents scope drift. Emits contracts, deviation notices, and phase checks to maintain alignment with user requirements during complex development tasks. Skip for Q&A or trivial edits.

Guidelines for building modern, maintainable Avalonia UI layouts with Zafiro.Avalonia, covering shared styles, semantic containers, icons, behaviors, and generic components while avoiding XAML redundancy and anti-patterns.

Probe any AI model across six behavioral dimensions—refusal boundaries, hallucination tendencies, reasoning style, formatting defaults, persona, and grounding—and generate a styled HTML report. Requires bdistill MCP; no API key needed.

This skill enables AI to adapt its operational behavior based on specific task types such as brainstorming, coding, debugging, reviewing, teaching, and deployment. It optimizes performance by switching between distinct modes like BRAINSTORM, IMPLEMENT, and DEBUG, ensuring appropriate communication styles and output formats for each scenario.

This skill prevents AI coding agents from entering ineffective repair loops by establishing a bounded repair contract. It uses stable failure fingerprints, a three-attempt budget, and real-path verification to ensure progress. When fixes do not change observable states, it mandates shifting root-cause strategies rather than retrying. Includes rollback controls and negative testing to validate actual system behavior over agent claims.

This skill enables authorized reverse engineering of Chrome and Firefox browser extensions. It involves analyzing manifest files, background workers, and content scripts to investigate credential handling, data exposure, and malicious behavior. Suitable for security audits, supply chain poisoning investigations, and understanding extension logic through static and dynamic analysis using tools like DevTools and Frida.

This skill enables non-interactive execution of Qwen Code for coding tasks within the Code Mate environment. It involves setting the working directory, verifying tool availability, and running specific commands with JSON output format. Users should delegate coding work to Qwen Code using this method. Authentication and permissions must be configured properly, avoiding credential exposure. It supports restricted approval behavior and limits tool calls for safety.