Skill UI

This comprehensive guide establishes foundational coding standards and best practices for enhancing code quality, readability, and maintainability across all projects. It covers naming conventions, immutability patterns, error handling, and core design principles like KISS, DRY, and YAGNI, applicable to TypeScript, JavaScript, and React development. Use it when starting a new module or performing code reviews.

Guides the installation, update, and reconfiguration of ECC within Claude Code, Codex, and Kimi, respecting each harness's native plugin, scope, and hook capabilities. Provides interactive wizards adapted to the current harness, with dry-run previews, single confirmation, and verification.

Run a GEPA learning cycle via metaharness learn to optimize a harness genome against a SWE-bench-style slice manifest. Supports dry-run for cost estimation and --run for explicit execution. Requires a metaharness repo checkout.

A powerful tool designed to scaffold sophisticated, custom AI agent harnesses using the metaharness CLI. It supports various templates (e.g., coding, devops, marketing) and AI hosts (e.g., Claude, Codex). Crucially, it operates with maximum safety, defaulting to a dry-run mode and refusing to write to the calling repository root, ensuring controlled and predictable development workflows.

This skill runs a single, simulated tick of a defined business pod (Sales). It is designed for dry-run testing, allowing users to validate inputs, resolve agents, and reserve budgeted resources without invoking real LLM workers. It handles template loading, schema validation, budget management, and emits structured status reports for subsequent workflow consumption.

A comprehensive guide for preparing data-availability statements, shareable data, and reproducible code for conservation biology manuscripts. It outlines best practices for using persistent identifiers (like Dryad or Zenodo), masking sensitive species locations, and documenting full research provenance to meet journal standards.

Build and evolve React/Next.js agentic web apps that pair CopilotKit with Microsoft Agent Framework agents hosted in Microsoft Foundry over the AG-UI protocol. Covers wiring choices, native Foundry primitives, tools, human-in-the-loop approvals, generative UI and shared state, local run, azd deployment, and event-stream debugging.

This guide outlines the mandatory open data and code requirements for publishing in Global Change Biology (GCB). It details that primary and secondary data, along with supporting code/software, must be archived in public, DOI-minting repositories (e.g., Dryad, Zenodo) prior to acceptance. It emphasizes that 'available on request' is not accepted and provides a structured checklist for ensuring reproducibility and proper metadata submission.

This guide details the rigorous, multi-phase artifact evaluation process for research papers submitted to OOPSLA. It covers best practices for creating robust, reproducible, and reusable software artifacts, aiming to achieve Functional, Reusable, and Available badges. Learn how to structure your repository, map claims explicitly, and pass the 'kick-the-tires' dry run, treating every evaluator as a hostile fresh VM.

A sophisticated, multi-agent system designed to perform deep, comprehensive code reviews on pull requests. It covers core elements like code quality, functionality, security vulnerabilities, and testing coverage. Advanced features include detecting scope drift, enforcing SOLID principles, identifying DRY violations, and providing anti-hallucination safeguards for maintain high software integrity.

Manage the experimental Nasiko CLI lifecycle through ECC with read-only status checks, consent-gated installation of a pinned qualified version, dry-run previews, and ownership-checked uninstall. Use to install, inspect, or remove the Nasiko CLI safely.

A robust, shell-free utility designed to launch executables and their arguments into a visible host terminal window. It supports multiple advanced modes including dry-run inspection, capability detection, detached fallback, and standalone recovery. Ideal for applications needing to securely execute interactive CLIs, SSH sessions, or local development processes in a reliable, non-interpolated manner.