Skill UI

Collection of 23 production-ready engineering agent skills that cover architecture, frontend, backend, QA, DevOps, security, AI/ML, and data engineering; installable via Claude Code, Codex CLI, Gemini CLI, and other agents, plus 30+ stdlib-only Python helper scripts.

A suite of 12 production-ready compliance agents and tools designed specifically for HealthTech and MedTech organizations. These skills cover critical international regulations and standards, including ISO 13485, EU MDR, FDA 510(k)/PMA, ISO 27001, GDPR, and risk management (ISO 14971). Use them to automate compliance tasks, manage documentation, conduct audits, and ensure adherence to global medical device standards.

Validates SKILL.md files against the agentskills specification and Anthropic best practices, catching structure, semantic, naming, and quality issues in a single read-only pass before publishing or debugging skills.

Turns messy workflows, docs, transcripts, or existing scripts into production-ready cross-platform agent skills by surfacing hidden requirements, generating specs, and validating exports for Claude Code, Copilot CLI, Cursor, and similar runtimes.

This tool meticulously measures whether AI coding agents adhere to predefined skills, rules, or architectural guidelines. It automatically generates expected behavioral sequences and runs scenarios with varying prompt strictness. It deeply analyzes tool call traces, classifies behaviors using LLMs, and generates detailed compliance reports, ensuring robust quality control and adherence to defined workflows.

Workspace Surface Audit scans repo files, MCP servers, plugins, connectors, and environment configs to report current capabilities and recommend ECC-native skills, hooks, agents, or workflows for setups like Claude Code.

Classify ECC skills, commands, rules, hooks, and extras into DAILY vs LIBRARY buckets by using repo-specific evidence so the install surface matches only the components a project actually needs.

Helps users discover and install open agent skills by translating requests like “how do I do X” into CLI searches, reviewing sources, and guiding safe installs with security warnings and confirmations.

Guides agents through researching Microsoft technologies via Learn MCP docs, then scaffolds hybrid skills that store essential knowledge locally while enabling dynamic lookups for depth.

Discovers and routes to the right engineering workflow skill based on the current phase of a task, helping engineers invoke the proper process from idea refinement through shipping and ensuring assumptions, confusion handling, and verification stay visible.

This comprehensive guide provides a detailed framework for authoring effective and structured SKILL.md files for AI coding agents. It covers best practices for structuring content, including frontmatter fields, defining natural language triggers, establishing core principles, and incorporating advanced elements like decision trees and verification checklists, ensuring agents receive clear, actionable, and consistent technical guidance.

Guides teams through creating a complete GitHub Copilot configuration by outlining required instructions, reusable skills, and agent/workflow files tailored to the chosen tech stack and workflow preferences.