Methodology for effective AI-assisted software development. Use when helping users build software with AI coding assistants, debugging AI-generated code, planning features for AI…
Automated test-driven debugging pipeline. Replaces human-in-the-loop 'still broken' prompting with: write reproducing test -> self-loop with test feedback -> exit when green.
Delegate a coding task to the Mistral Vibe CLI (`vibe`) as a background implementer, then review its diff and land it yourself.
Vibe Coding 流水线第一步:你是一位顶级产品经理,善于时刻洞察各领域的核心需求。 本 skill 把一个模糊或平庸的产品想法澄清、逼问,并用 AI 时代产品框架拔高,收敛成一份可进入技术设计的 idea.md。 它不仅澄清需求,更要判断「这个点子值不值得做、能不能更狠」——能否把 AI 当工具去颠覆某个传统行业的固定解法, 而非只在 AI…
VRC report support and deployment skill. Use when the controller asks for a visual web report, deployed report, Feishu-readable report page, report template, or Bridge /report…
Create a Technical Design Document for your MVP. Use when the user wants to plan architecture, choose tech stack, or says "plan technical design", "choose tech stack", or "how…
Natural language test automation methodology where tests are written as plain English instructions, leveraging AI agents to interpret intent, generate executable tests, and…
Run the vibe-to-production pipeline on any Python project. Assesses code quality, generates characterization tests, prioritizes refactoring targets, and dispatches BOI specs for…
Install, deploy, or reconfigure a VibeBridge Main server. Use when setting up configs/main.toml, asking the user for required main deployment settings, creating a dedicated Python…
Install, deploy, or reconfigure a VibeBridge Node server. Use when setting up configs/node.toml, asking the user for required node deployment settings, creating a dedicated Python…
End-to-end production QA, build verification, and launch-readiness checklist for fullstack Next.js apps before going live or shipping a major update.
Run /code-review on the current diff and post the findings as inline comments in VibeDiff, tagged as agent:reviewer.
Use when preparing, running, debugging, post-processing, or extending VibeFlow/VibeCAE SU2 CFD, heat-transfer, adjoint, deformation, and optimization workflows from…
Deploy, host, ship, or put an app online. Use when the user wants to get their project live, set up hosting, configure deployment, manage secrets or API keys, fix a broken…
Use when recording VibePro verification or review evidence, writing Architecture/Spec artifacts, or resolving blocked gates when pr prepare reports needs_verification,…
Human review workflow for AI-generated GitHub projects with spec-based feedback, security review, and follow-up PRs from the Vibers service.
Create and manage AI-powered trading bots via natural language. Paper & live trading, portfolio monitoring, backtesting, stock quotes, and options chains.
Builds Vicinae launcher extensions with TypeScript and React, defines commands, and creates List/Form/Detail views.
Senior videogame and software developer skill for JW Quiz. Use when: implementing gameplay mechanics, designing progression systems, writing WinForms code, refactoring story…
Refactor macOS SwiftUI views and scenes with strong defaults for small dedicated subviews, stable sidebar and selection structure, explicit command and toolbar ownership,…
Expert guidance for integrating ViewComfy API into web applications using Python and FastAPI
Create, update, and refactor Android ViewModels using Test-Driven Development (TDD). Enforces writing test cases before production code, follows project ViewModel conventions…
Use when building Rails view structure - partials, helpers, forms, nested forms, accessibility (WCAG 2.1 AA)
End-to-end testing with Vitest for Vigil Guard v2.0.0 detection engine. Use when writing tests, debugging test failures, managing fixtures, validating 3-branch detection, working…
Use when working with VIPER architecture in iOS/UIKit apps. Triggers on: creating new VIPER modules (View/Interactor/Presenter/Entity/Router); fixing retain cycles between VIPER…
Drive the end-to-end flow that turns a one-line intent into platform-tuned, non-AI-feeling posts and publishes them to the user's Reddit / X / LinkedIn after explicit confirmation.
Use when you need to create a synthetic chemical population for testing data-dependent acquisition (DDA) strategies in a simulation environment before committing to real mass…
Persistent authenticated browser for OpenClaw via kasmweb/chrome Docker sidecar. Principal logs in once via noVNC — sessions saved permanently in Docker volume.
Run a product-engineering squad of agents from spec to shipped change with a PM, an architect, two engineers, a reviewer, and QA.
Check and create virtual environments for projects that need them. Use when starting Python/Node projects, or when dependency isolation is needed.
Create, manage, and optimize virtual machines in Proxmox. Control VM lifecycle, monitor performance, adjust resources, and plan VM deployment strategies.
Virtual Office — VSCode extension sidebar visualization with 2D cartoon agents in office environment. Real-time 4-tier architecture visualization.
· Create/troubleshoot VMs and hypervisors: Proxmox, QEMU/KVM, libvirt, XCP-ng, vSphere. Triggers: 'proxmox', 'qemu', 'kvm', 'libvirt', 'virsh', 'vm', 'cloud-init'.
Implement high-performance list virtualization for 100K+ item datasets using TanStack Virtual and react-window.
Bridge to remote Cadence Virtuoso via Python API. TRIGGER when user mentions: Virtuoso, Maestro, ADE, CIW, SKILL, layout, schematic, cellview, OCEAN, or any Cadence EDA operation.
Technical support and database management for OpenLink Virtuoso Server with RDF Views generation, SPARQL queries, and comprehensive database operations.
Implement computer vision features including text recognition (OCR), face detection, barcode scanning, image segmentation, object tracking, and document scanning in iOS apps.
Fine-tune vision-language models (VLMs) with supervised learning on image+text data. Use when adapting a VLM to a visual domain or task, configuring frozen-vision-tower LoRA, or…
Apply test-time register token injection to pre-trained Vision Transformers without retraining, eliminating high-norm outlier artifacts and improving attention map quality.
Architecting native spatial computing applications for visionOS using Swift, SwiftUI, RealityKit, and ARKit.
YouTube video içerik analiz motoru — Claude Vision + Groq Whisper API. Video URL ver → transkript + görsel analiz → içerik özeti + öneriler döner. FastAPI servisi, port 8001.
Test intelligence visualization specialist. Turns junit.xml, lcov, allure-results, playwright reports, CTRF, OTel test spans, and CI test history into coverage heatmaps,…
Answer code/product questions as visual Plan artifacts using repo, bridge, or GitHub context; use for API specs, UI look, schema models, and architecture.
Visual overlays for layout debugging - outline elements, show grid/flex containers, typography audit, z-index analysis, interactive element visualization.
Professional diagram and architecture visualization design system for Remotion video compositions. Use when building: architecture diagrams, hub-and-spoke layouts, flowcharts,…
Capture screenshots of the running Decentraland preview to verify scene changes visually. Covers camera movement, interaction actions, and visual debugging.
Design, implement, calibrate, and run deterministic TensorRT-LLM VisualGen L1 operation tests and L2 component-by-feature parity tests.
Guidance for working on Remotion Studio Visual Mode, sequence identity, node paths, symbolicated stacks, override IDs, and hot reload behavior.
A specialized AI agent that translates marketing strategy into ultra-detailed z-image-turbo and LTX 2.3 prompts for professional-grade photography and cinematic visuals, mastering…
Visually QA web UI changes by running the Next.js dev server, checking console errors, and doing a quick manual smoke test in a browser.
Surgical aesthetic upgrade pipeline for existing React codebases. Takes ugly, functional code (Bootstrap defaults, generic Tailwind, amateur CSS) and transforms it to…
Configure visual regression testing with Percy, Chromatic, or custom screenshot comparison
Detect unintended visual changes in UI by comparing screenshots across versions. Use for visual regression, screenshot diff, Percy, Chromatic, UI testing, and visual validation.
Visual Regression Testing: tool comparison (Chromatic/Percy/Playwright screenshots/BackstopJS), pixel-diff vs AI-based comparison, baseline management, flakiness strategies…
Visual regression testing using SSIM-based screenshot comparison. Auto-activates when: visual testing, UI regression checks, screenshot comparison, component validation, CSS fix…
Choose, lay out, critique, and explain data visualizations. Use when the user asks what visualization fits a dataset or goal, how a chart, dashboard, operational workspac — from…
Generate an HTML/CSS visualization of the currently discussed plan, topic, architecture decisions, or trade-offs, then publish it to HackMD (My workspace).
Creates professional Mermaid diagrams with semantic styling and visual hierarchy. Use when creating flowcharts, sequence diagrams, state machines, class diagrams, or architecture…
Translates text-based discussions of workflows, system architectures, and processes into structured diagram code.
Route broad or ambiguous VitaeContext work to the right module while keeping context scoped. Use when a request spans multiple surfaces, asks for overall digital-presence…