
Verify and maintain alignment between Supabase (Maverick Town) and connected GitHub repositories to prevent data loss from miscommunication. Use when you need to audit repository states, detect misalignments, or ensure data integrity across GitHub and Supabase.
Deep strategic brainstorming with pattern recognition and execution planning. Use this skill AFTER basic brainstorming when user needs to structure raw ideas, reveal hidden patterns, extract wisdom, and create actionable multi-phase execution plans. Complements the brainstorming skill by adding deep analysis layer.
Systematic UX overhaul workflow driven by brand identity and user feedback. Use when redesigning interfaces, rebranding applications, simplifying navigation, or improving visual identity. Includes brainstorming methodology, design system creation, and implementation planning.
Professional AI video production workflow. Use when creating videos, short films, commercials, or any video content using AI generation tools.
Implement role-based access control (RBAC) in web applications using tRPC and React. Use when adding admin/manager-only features, restricting endpoints by user role, or implementing permission systems in full-stack TypeScript applications.
Debug serverless and edge functions where traditional logging is limited. Use when features are deployed but not triggering, logs are missing, or runtime behavior differs from expectations in Supabase Edge Functions, AWS Lambda, Cloudflare Workers, or similar platforms.
Automatically diagnose and recover from MCP server connection issues. Use when any `manus-mcp-cli` command fails due to connection, authentication, or availability errors.
Test and document MCP (Model Context Protocol) connectors. Use when users request to test, explore, demonstrate, or document an MCP connector's capabilities, authentication setup, or features.
Comprehensive workflow for analyzing, improving, and expanding Model Context Protocol (MCP) server ecosystems. Use when users request: MCP ecosystem analysis, recommendations for new MCP servers, improving MCP infrastructure, finding tools to manage MCP servers, creating MCP management dashboards, or optimizing MCP workflows.
Generate PostgreSQL/Supabase database schemas from natural language descriptions. Use when creating new databases, adding tables to existing projects, or designing data models. Includes RLS policies, TypeScript types, and migration files.
Automate Git commits, pull requests, releases, and CI/CD workflows
In-app, push, and email notifications
Use when completing tasks, implementing major features, or before merging to verify work meets requirements
Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup
Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers. Trigger when user mentions writing docs, creating proposals, drafting specs, or similar documentation tasks.
Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding watermarks, creating new PDFs, filling PDF forms, encrypting/decrypting PDFs, extracting images, and OCR on scanned PDFs to make them searchable. If the user mentions a .pdf file or asks to produce one, use this skill.
Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verification
Automate iOS TestFlight deployments using GitHub Actions after initial manual setup. Use when setting up CI/CD for iOS apps, automating TestFlight uploads, configuring GitHub Actions workflows for mobile apps, or establishing automated deployment pipelines for React Native, Expo, Flutter, or native iOS projects. Requires one-time manual Apple Developer setup before automation can begin.
Automate Manus MCP server configuration. Use when adding, removing, listing, or validating MCP servers in Manus settings without manual JSON editing.
Generate production-ready API endpoints from natural language descriptions. Supports Next.js App Router, tRPC, and Express. Includes authentication, validation, error handling, and best practices. Use when building REST or tRPC APIs.
Automate GitHub sync via Google Drive with a single command. Use when you need to commit and push code/skills to GitHub without manual file transfer. Uploads to Google Drive, then provides a one-line command for automatic commit and push.
Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work to avoid copyright violations.
Background jobs and scheduled tasks
Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files). Triggers include: any mention of "Word doc", "word document", ".docx", or requests to produce professional documents with formatting like tables of contents, headings, page numbers, or letterheads. Also use when extracting or reorganizing content from .docx files, inserting or replacing images in documents, performing find-and-replace in Word files, working with tracked changes or comments, or converting content into a polished Word document. If the user asks for a "report", "memo", "letter", "template", or similar deliverable as a Word or .docx file, use this skill. Do NOT use for PDFs, spreadsheets, Google Docs, or general coding tasks unrelated to document generation.
Systematic framework for inventing, designing, pricing, and building digital product offers from an existing archive of tools, agents, doctrines, and skills. Use when turning a tool or capability into a sellable product, designing a new digital offer from scratch, going vertical into a new industry with an existing capability, building a product line from an AI agent stack, or creating a launch-ready product with a landing page, pricing strategy, and implementation plan. Combines deep client/market analysis, product architecture design, pricing strategy, landing page generation, and Google Drive delivery into one unified workflow.
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
Automated Sentry and error tracking setup for production applications
Use when you have a written implementation plan to execute in a separate session with review checkpoints
Systematic verification of newly implemented features using multi-layer testing. Use when verifying features work after implementation, debugging "should work but doesn't" issues, validating deployments, or ensuring code changes are correctly deployed and functional.
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML/CSS layouts, or when styling/beautifying any web UI). Generates creative, polished code and UI design that avoids generic AI aesthetics.
Professional workflow for creating inspirational music videos with emotional arc mapping, symbolic visual vocabulary, cultural symbolism integration, and music-to-visual synchronization. Use when creating motivational videos, transformation narratives, spiritual journey videos, or any music video meant to inspire and uplift.
Search and recommend Agent Skills from verified GitHub repositories. Use when users ask to find, discover, search for, or recommend skills/plugins for specific tasks, domains, or workflows.
Prevent AI drift by investigating existing infrastructure before making recommendations. Use when: analyzing user's systems, recommending tools/integrations, proposing architecture changes, or any time you're about to suggest adding something that might already exist.
Use this skill any time a .pptx file is involved in any way — as input, output, or both. This includes: creating slide decks, pitch decks, or presentations; reading, parsing, or extracting text from any .pptx file (even if the extracted content will be used elsewhere, like in an email or summary); editing, modifying, or updating existing presentations; combining or splitting slide files; working with templates, layouts, speaker notes, or comments. Trigger whenever the user mentions "deck," "slides," "presentation," or references a .pptx filename, regardless of what they plan to do with the content afterward. If a .pptx file needs to be opened, created, or touched, use this skill.
Analyze websites and domains using SimilarWeb traffic data. Get traffic metrics, engagement stats, global rankings, traffic sources, and geographic distribution for comprehensive website research.
Automate the initial setup of a new skill. Use when you want to create a new skill from scratch.
Use when executing implementation plans with independent tasks in the current session
Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifact that has been creating, or can generate a new theme on-the-fly.
Complete authentication with OAuth, session management, and security
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
Provides expert-level analysis and diagnosis for Meta Ads campaigns. Use this skill to interpret performance data, identify root causes of issues, and generate actionable recommendations, with a special focus on correctly handling the 'Breakdown Effect'.
Systematic ingestion and verification of handoff projects from other development environments (Cursor, VS Code, etc.). Use when receiving project handoffs, verifying deployment status, analyzing codebases for the first time, or creating comprehensive system documentation for inherited projects.
Design complex systems from vision to validated architecture using pattern recognition, wisdom extraction, and challenge-driven validation. Use when building infrastructure, organizational systems, or any complex architecture that needs to survive hard questions before implementation.
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
Systematic approach to implementing features with detailed planning, tracking, and testing. Use when building new features, adding functionality to existing projects, implementing multi-step requirements, or when user requests organized, methodical development workflow.
Use when implementing any feature or bugfix, before writing implementation code
Manual guide for adapting AI roleplay training platforms to new vertical industries (dating, therapy, sales, etc.) with complete config examples and step-by-step cloning instructions
Generate comprehensive demonstrations showing how to access projects and work across different environments (Manus terminals, personal computers, team collaboration). Use when users ask "how do I access this from another terminal/computer", "how do I share this with my team", "how do I get this on my Mac", or need clarification on Manus persistence vs GitHub usage.
Use this skill any time a spreadsheet file is the primary input or output. This means any task where the user wants to: open, read, edit, or fix an existing .xlsx, .xlsm, .csv, or .tsv file (e.g., adding columns, computing formulas, formatting, charting, cleaning messy data); create a new spreadsheet from scratch or from other data sources; or convert between tabular file formats. Trigger especially when the user references a spreadsheet file by name or path — even casually (like "the xlsx in my downloads") — and wants something done to it or produced from it. Also trigger for cleaning or restructuring messy tabular data files (malformed rows, misplaced headers, junk data) into proper spreadsheets. The deliverable must be a spreadsheet file. Do NOT trigger when the primary deliverable is a Word document, HTML report, standalone Python script, database pipeline, or Google Sheets API integration, even if tabular data is involved.
Stripe payment integration with checkout and subscriptions
Use when you have a spec or requirements for a multi-step task, before touching code
Systematic workflow for creating excellent demonstrations of skills with complementary examples, comprehensive documentation, and professional packaging. Use when you need to showcase a skill's capabilities, create demo projects, or build reference implementations.
# Skill Arsenal Builder Build unified, organized skill arsenals with discovery systems, shared utilities, meta-skill orchestration, and cross-terminal deployment. --- ## When to Use This Skill - Building a collection of 10+ related skills - Organizing existing skills into a unified system - Creating skill discovery and composition systems - Building meta-skills that orchestrate workflows - Deploying skills across multiple Manus terminals - Setting up cross-terminal skill synchronization ---
Full-text search with Algolia/Typesense
# Debug Mining Engine **"The answer lies in the darkness"** - Transform every debugging session into reusable skills ## Overview The Debug Mining Engine automatically captures debugging sessions and transforms them into three reusable assets: 1. **Full Skills** - Comprehensive methodologies with scripts and templates 2. **Code Snippets** - Quick copy/paste solutions 3. **Pattern Guides** - Conceptual understanding documents Every bug you fix becomes a permanent asset in your skill arsenal.
S3/R2 file uploads with optimization and security
Transactional and marketing emails with templates and tracking
Toggle features without deployment using feature flags
Build realistic, challenging AI personas with resistance-rapport dynamics for training scenarios. Use when creating AI personas that should resist, challenge, and make users work for progress (sales training, interview practice, negotiation training, therapy practice). NOT for helpful AI assistants.
Build multiplayer turn-based games using template-based rapid development, TDD, and real-time Socket.IO integration. Use when creating card games, board games, or any turn-based multiplayer game with real-time synchronization.
Search GitHub for battle-tested solutions instead of reinventing the wheel. Use when the user's problem is universal enough that open source developers have probably solved it already—especially for: format conversion (video/audio/image/document), media downloading, file manipulation, web scraping/archiving, automation scripts, and CLI tools. Prefer this skill over writing custom code for well-trodden problems.
Analyze stocks and companies using financial market data. Get company profiles, technical insights, price charts, insider holdings, and SEC filings for comprehensive stock research.
Comprehensive system audit methodology for production web applications. Use when auditing systems before launch, identifying technical debt, troubleshooting systematic issues, preparing for security reviews, or creating improvement roadmaps. Systematically audits database schema, API endpoints, external integrations, performance, security, and monitoring across all layers.
Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions always
Build voice AI training platforms with Hume EVI, Twilio, and tRPC. Use when creating roleplay systems, voice call integrations, phone-based training apps, or conversational AI platforms with emotional intelligence.
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Manus's capabilities with specialized knowledge, workflows, or tool integrations.
You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.
Autonomous GitHub commit and push operations using Google Drive as an intermediary. Use when you need to commit and push code changes to the user's GitHub repository without manual intervention. Works by syncing files through Google Drive to the user's local machine, then committing and pushing automatically.
Debug serverless and edge functions where traditional logging is limited. Use when features are deployed but not triggering, logs are missing, or runtime behavior differs from expectations in Supabase Edge Functions, AWS Lambda, Cloudflare Workers, or similar platforms.
Build complete full-stack applications end-to-end using orchestrated skills
Generate comprehensive tests (unit, integration, E2E) from descriptions or source code. Supports Vitest, Jest, and Playwright. Includes mocking, assertions, and coverage configuration. Use when writing tests for functions, APIs, or user flows.
Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind implementation
User behavior tracking and analytics dashboards
Generate comprehensive App Store and Google Play submission documentation packages for mobile apps. Use when preparing iOS or Android apps for app store submission, creating submission checklists, generating marketing copy, writing privacy policies, creating TestFlight guides, or packaging all submission materials. Ideal for React Native, Expo, Flutter, or native mobile apps ready for public release.
Add, manage, and track promotional/discount codes in web applications. Use when adding promo codes to existing apps, creating discount code systems, tracking code usage, implementing coupon functionality, managing promotional campaigns, or when users ask about discount codes, free access codes, or promotional features.
Professional Excel spreadsheet creation with a focus on aesthetics and data analysis. Use when creating spreadsheets for organizing, analyzing, and presenting structured data in a clear and professional format.
Deep client analysis, product design, and implementation planning. Use when analyzing client needs, designing solutions, creating technical architecture, or building implementation guides for client projects. Combines pattern recognition, solution design, and step-by-step build plans.
One-command deployment to Vercel, Railway, Netlify, and Heroku