Tools

Generate changelog from git commits and manage versions.

Generate UI code from sketches, mockups, or descriptions. Works standalone for simple changes or with design context for complex features. Explores codebase, makes decisions inline, generates production code with validation.

TDD-paired Gantt-style execution with compact waves. Each story gets tester agent (writes tests) BEFORE implementation agent (passes tests). Waves execute continuously with /compact between each wave. Respects dependencies, spawns up to 10 concurrent agents. Use when orchestrating parallel implementation workflows with test-first discipline.

設定 Auto-Dev workflow，實現 Human-in-the-Loop 自動化開發

Husky git hooks configuration with smart auto-detection for sensitive files, fail-fast execution, auto-fix workflows, and CI detection. Includes 5 required standards (smart .npmrc detection for multi-mono repos, set -e for fail-fast, pre-commit auto-fix with prettier:fix and lint:fix, pre-push validation with time tracking, clear emoji-enhanced output). Use when creating or auditing .husky/pre-commit and .husky/pre-push hooks.

Core Web Vitals and performance optimization for Astro sites. LCP, CLS, INP optimization, bundle size, fonts, third-party scripts. Use for performance tuning.

Multi-tenant architecture patterns including org_id claim management, JWT token structure with organization context, database isolation strategies for MongoDB and PostgreSQL, theme switching per organization, tenant provisioning workflows, data isolation patterns, and cross-tenant security. Activate for multi-tenancy implementation, tenant isolation, and organization-scoped data access.

Detect project type and recommend deployment platform. Use when deploying projects, choosing hosting platforms, analyzing project structure, or when user mentions deployment, platform selection, MCP servers, APIs, frontend apps, static sites, FastMCP Cloud, DigitalOcean, Vercel, Hostinger, Netlify, or Cloudflare.

AI image generation and editing using Google's Nano Banana (Gemini 2.5 Flash Image) and Nano Banana Pro (Gemini 3 Pro Image) APIs. Use this skill when the user wants to generate, edit, or compose images using AI. Triggers include requests to create images from text descriptions, edit existing images, add/remove elements from photos, apply style transfers, maintain character consistency across images, generate images with text overlays (logos, posters, infographics), or create multi-image compositions. Also use when users mention "Nano Banana", "Gemini image", or want AI-generated visuals.

Effective communication strategies for statistical methods

Polaris composition patterns and page templates for common Shopify app layouts. Provides index tables, settings pages, dashboards, and resource management patterns. Auto-invoked when building page layouts.

certificate-generator for credentials, recognition, and competency validation.

Parse regulatory document templates (PDF/DOCX) into structured markdown and extract section hierarchies using semtools. Use when tasks involve: analyzing regulatory templates, extracting document structure, parsing ICH/eCTD documents, identifying section hierarchies, preparing documents for content generation,or working with bulk PDF/DOCX processing.Keywords: parse template, extract sections, regulatory document, ICH template, eCTD, document structure,section headings, PDF parsing, DOCX parsing, bulk document processing, semtools

Progressive audit and cleanup of GitHub accounts - stale forks, orphaned secrets, failing workflows, security configs. Audit-first with user approval before destructive actions. Triggers on 'clean up GitHub', 'audit my repos', 'GitHub hygiene', 'stale forks', 'orphaned secrets'. Requires gh CLI. (user)

Force unrelated concepts together to discover emergent properties - "What if we treated X like Y?"

Analyzes user requests to recommend appropriate Claude Code building blocks (skills, subagents, MCP servers, hooks, templates, or prompts). Use when users ask about extending Claude Code functionality, automating workflows, connecting external data, or when unclear which extensibility mechanism to use. Triggers include questions like "how do I...", "should I use a skill or agent", "how to automate...", "how to connect to...", or any request about creating extensions.

Generate comprehensive {node_name}.example.json files that showcase real-world usage of Workscript workflow nodes. Use when asked to document a node, create node documentation, generate node examples, or produce usage examples for workflow nodes. Also use when a subagent needs to create node documentation as part of node development or review.

Automatically check code against PHPCS, ESLint, WordPress Coding Standards, or Drupal Coding Standards when user asks about code style, standards compliance, or best practices. Invoke when user mentions "coding standards", "code style", "linting", "PHPCS", "ESLint", or asks if code follows conventions.

Principles for creating evergreen notes - atomic, lasting insights that compound over time. Use when discussing note quality, what makes a good evergreen note, or the "only what was explored" principle. Tool-agnostic concepts that apply regardless of note-taking app.

A template for skills that include executable code for deterministic operations.