the-hugin
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- ▌ Data Analyst · the-huginSQL, pandas, and statistical analysis expertise for data exploration and insights. Use when: analyzing data, writing SQL queries, using pandas, performing statistical analysis, or when user mentions data analysis, SQL, pandas, statistics, or needs help exploring datasets.
- ▌ Project Planner · the-huginBreaks down complex projects into actionable tasks with timelines, dependencies, and milestones. Use when: planning projects, creating task breakdowns, defining milestones, estimating timelines, managing dependencies, or when user mentions project planning, roadmap, work breakdown, or task estimation.
- ▌ Multi Agent Patterns · the-huginMaster orchestrator, peer-to-peer, and hierarchical multi-agent architectures
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- ▌ Vps Verify · the-huginPost-deploy verification of a deployed web application. Reads credentials from update.py, fetches key pages, checks HTTP status and expected HTML elements, outputs a pass/fail table.
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- ▌ Web Scraper · the-huginScrape web pages, search the internet, and extract structured content using Python. Includes anti-bot/Cloudflare bypass via Scrapling. Use when the user wants to fetch a webpage, search for information online, extract links, crawl JS-rendered pages, or bypass bot protection.
- ▌ Electron Dev · the-huginElectron desktop application development with React, TypeScript, and Vite. Use when building desktop apps, implementing IPC communication, managing windows/tray, handling PTY terminals, integrating WebRTC/audio, or packaging with electron-builder. Covers patterns from AudioBash, Yap, and Pisscord projects.
- ▌ Fact Checker · the-huginSystematic fact-verification framework for identifying misinformation. Evaluates claims against credible sources, rates accuracy with confidence levels, and exposes manipulation tactics (cherry-picking, false equivalences, logical fallacies).
- ▌ Design Master · the-huginUnified design mega-skill for all artifact types: web pages, landing pages, dashboards, UI components, posters, graphics, and interactive artifacts. Combines best practices from frontend-design, ui-ux-pro-max, canvas-design, and web-artifacts-builder with a built-in quality gate.
- ▌ Docker Deploy · the-huginFull deploy cycle for Docker projects with baked images: sync files, rebuild image, start containers, verify new code, check app health.
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- ▌ UI UX Pro Max · the-hugin bundleUI/UX design intelligence. 67 styles, 96 palettes, 57 font pairings, 25 charts, 13 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind, shadcn/ui). Actions: plan, build, create, design, implement, review, fix, improve, optimize, enhance, refactor, check UI/UX code. Projects: website, landing page, dashboard, admin panel, e-commerce, SaaS, portfolio, blog, mobile app, .html, .tsx, .vue, .svelte. Elements: button, modal, navbar, sidebar, card, table, form, chart. Styles: glassmorphism, claymorphism, minimalism, brutalism, neumorphism, bento grid, dark mode, responsive, skeuomorphism, flat design. Topics: color palette, accessibility, animation, layout, typography, font pairing, spacing, hover, shadow, gradient. Integrations: shadcn/ui MCP for component search and examples.
- ▌ Searxng Search · the-hugin bundleSearch the internet and news using a local SearXNG instance. Use when the user wants to search the web, find current information, search for news, or research a topic without depending on third-party APIs.
- ▌ Docker Patterns · the-huginDocker and Docker Compose patterns for local development, container security, networking, volume strategies, and multi-stage builds.
- ▌ Frontend Design · the-huginCreate distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, or applications. Generates creative, polished code that avoids generic AI aesthetics.
- ▌ Python Patterns · the-huginPythonic idioms, PEP 8 standards, type hints, and best practices for building robust, efficient, and maintainable Python applications.
- ▌ Skill Generator · the-huginCreate new Claude Code skills with proper structure and best practices. Use when the user wants to create a new skill, extend Claude's capabilities, or needs help structuring a SKILL.md file.
- ▌ Hooks Automation · the-huginAutomated coordination, formatting, and learning from Claude Code operations using intelligent hooks with MCP integration. Includes pre/post task hooks, session management, Git integration, memory coordination, and neural pattern training for enhanced development workflows.
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- ▌ Data Storytelling · the-huginTransform raw data into persuasive business narratives using Setup→Conflict→Resolution framework. Templates for problem-solution, trend analysis, and comparison stories. Use when presenting data to stakeholders or building data-driven reports.
- ▌ Insecure Defaults · the-huginDetects fail-open vulnerabilities where applications run insecurely with missing configuration. Finds hardcoded credentials, weak env var fallbacks, and insecure-by-default settings. Adapted from Trail of Bits methodology.
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- ▌ Postgres Patterns · the-huginPostgreSQL best practices for query optimization, schema design, indexing, RLS, and connection management. Includes Drizzle ORM patterns for TypeScript — schema definition, type inference, query builder style. Based on Supabase and lobehub guidelines.
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- ▌ Strategic Compact · the-huginManages context in long sessions by suggesting /compact at logical task boundaries — after research phases, debugging, or phase transitions. Prevents losing critical context mid-implementation.
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- ▌ Academic Researcher · the-huginAcademic research assistant for literature reviews, paper analysis, and scholarly writing. Use when reviewing academic papers, conducting literature reviews, formatting citations (APA/MLA/Chicago), or writing research summaries.
- ▌ Backend Code Review · the-hugin bundleReview backend code for quality, security, maintainability, and best practices based on established checklist rules. Use when the user requests a review, analysis, or improvement of backend files (e.g., `.py`) under the `api/` directory. Do NOT use for frontend files (e.g., `.tsx`, `.ts`, `.js`). Supports pending-change review, code snippets review, and file-focused review.
- ▌ Differential Review · the-hugin bundleSecurity-focused review of code changes (PRs, commits, diffs) with blast radius estimation and adversarial modeling. Seven-phase workflow from triage to final report. Adapted from Trail of Bits methodology.
- ▌ Kpi Dashboard Design · the-huginKPI framework for business dashboards — metric selection, hierarchy (strategic/tactical/operational), SQL templates for MRR/retention, Streamlit examples. Use when designing or reviewing business dashboards and metrics.
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- ▌ Configure Notifications · the-huginConfigure notification integrations (Telegram, Discord, Slack) via natural language