Data Quality Checks are automated tests that validate data against predefined rules and expectations. They act as the "unit tests" for data, catching issues before they propagate downstream to analyti
Validates Conductor project artifacts for completeness, consistency, and correctness. Use after setup, when diagnosing issues, or before implementation to verify project context.
Systematically investigate all persistence mechanisms on Windows and Linux systems to identify how malware survives reboots and maintains access.
Modern RDKit workflows for cheminformatics, including molecular fingerprints, drawing, and property calculations. Use when working with molecules, SMILES, molecular fingerprints (Morgan, ECFP, RDKit, atom pairs, topological torsions), molecule visualization/drawing, substructure search, or chemical property calculations. This skill provides up-to-date syntax patterns as RDKit's API evolves.
Generate production-quality TypeScript CLIs with full documentation, error handling, and best practices. Creates deterministic, type-safe command-line tools following PAI's CLI-First Architecture. USE WHEN user says "create a CLI", "build a command-line tool", "make a CLI for X", or requests CLI generation. (user)
Build, debug, and maintain GNOME Shell extensions using GJS (GNOME JavaScript). Covers extension anatomy (metadata.json, extension.js, prefs.js, stylesheet.css), ESModule imports, GSettings preferences, popup menus, quick settings, panel indicators, dialogs, notifications, search providers, translations, and session modes. Use when the user wants to: (1) Create a new GNOME Shell extension, (2) Add UI elements like panel buttons, popup menus, quick settings toggles/sliders, or modal dialogs, (3) Implement extension preferences with GTK4/Adwaita, (4) Debug or test an extension, (5) Port an extension to a newer GNOME Shell version (45-49+), (6) Prepare an extension for submission to extensions.gnome.org, (7) Work with GNOME Shell internal APIs (Clutter, St, Meta, Shell, Main).
Control a running Compose Desktop application via HTTP. Use when you need to interact with UI elements, click buttons, enter text, wait for elements to appear, or capture screenshots in a Compose Desktop app that has compose-ui-test-server enabled.
Invoke OpenAI Codex CLI for coding and complex tasks. ALWAYS use the codex_agent_direct TOOL — NEVER exec codex directly. Direct codex exec opens an interactive TUI that hangs and gets killed. The tool handles non-interactive execution correctly.
[CLAUDE CODE ONLY] Leverage Codex CLI for AI peer review, second opinions on architecture and design decisions, cross-validation of implementations, security analysis, and alternative approach generation. Requires terminal access to execute Codex CLI commands. Use when making high-stakes decisions, reviewing complex architecture, or when explicitly requested for a second AI perspective. Must be explicitly invoked using skill syntax.
Initialize a Chrome/Chromium browser extension project from an empty folder by having the user choose a scaffolding toolchain (Plasmo, WXT, or Vite + CRXJS), then running the official interactive CLI (e.g., `npm create plasmo`, `npx wxt@latest init`, `npm create crxjs@latest`) to scaffold the project, and finishing with git init + first commit. Use when a user asks to start or bootstrap a browser extension from scratch.
Explains the CLI app architecture and capabilities. Use when working on CLI features, debugging CLI issues, or needing to understand the TTS pipeline, emotion annotation, or command flags.
Search and view Apple Contacts from the command line using apple-contacts CLI. Use when asked to search, list, show, or export contacts, find birthdays, browse contact groups, or look up people by name, email, phone, organization, or address. Read-only access using Apple's native Contacts Framework for fast, reliable lookups.
Use the Cursor CLI (agent) for software engineering tasks. Includes installation, auth, commands, terminal-based automation, and best practices for AI coding workflows.
Domain UI/UX Expert - Enterprise design systems, component architecture, accessibility, icons, and theming integration
Find and qualify real estate agencies in a given suburb
NextDNS integration guides for third-party platforms and services. This skill should be used when integrating NextDNS with routers, home automation systems, network management platforms, or other third-party services. Triggers on tasks involving Tailscale, Home Assistant, Ubiquiti, pfSense, OpenWrt, or other platform-specific NextDNS configurations.
Executes Fastly CLI commands for managing CDN services, Compute deploys, and edge infrastructure. Use when running `fastly` CLI commands, creating or managing Fastly services from the terminal, deploying Fastly Compute applications, managing backends/domains/VCL snippets via command line, purging cache, configuring log streaming, setting up TLS certificates, managing KV/config/secret stores, checking service stats, authenticating with Fastly SSO, or working with fastly.toml. Also applies when working with Fastly service IDs in CLI context, or with `fastly service`, `fastly compute`, `fastly auth`, or any Fastly CLI subcommand. Covers service CRUD, version management, autocloning, and troubleshooting common CLI errors.
Initialize projects with AI Dev Flow framework using domain-aware setup
