Give AI coding assistants deep knowledge of the MUXI platform

This skill automates the complete client onboarding workflow from initial inquiry email through project setup and welcome communication.

Use `asana` for all Asana operations. Direct REST API with 30s timeouts and automatic retry.

> **KEEP THIS FILE UP TO DATE.** When architectural decisions change, files move, new patterns are adopted, or conventions shift, update this file immediately. Stale guidance is worse than no guidance

Run setup steps automatically. Only pause when user action is required (channel authentication, configuration choices). Setup uses `bash setup.sh` for bootstrap, then `npx tsx setup/index.ts --step <n

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builder-skill

Computer-aided engineering analysis

Find and adapt premium animation assets from CodePen, GitHub, Dribbble, and animation libraries. Discover reference implementations and open-source animations to use or learn from.

Expert guidance for GitHub CLI (gh) - issues, PRs, repos, releases, and GitHub API. Use when working with GitHub, managing issues/PRs, or when user mentions GitHub, PRs, issues, or repos. Preferred over GitHub MCP server for context efficiency.

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Use local GitHub MCP server for common GitHub workflows and automation

You have access to Toolshed, a universal tool registry that provides a consistent interface to native CLI tools and MCP servers.

GitHub 项目调研与对比工具。当用户要求'搜索 GitHub 项目'、'对比开源项目'、'选一个 XX 工具'、'哪个项目最受欢迎/活跃'、'评估哪个好'、'怎么选'等场景时使用。通过 GitHub API 搜索、采集数据、系统化对比，输出结构化推荐报告。

Expert at discovering, evaluating, and integrating open-source resources from GitHub, npm, WordPress.org, and other platforms.

Use the `gh` CLI to interact with GitHub from the command line. Always prefer `gh` over

airbyte-agent-connectors

name: github

github-ops

GitHub CLI operations — issues, PRs, releases, and repo management

GitHub CLI (gh) reference for repositories, issues, PRs, Actions, releases, and all GitHub operations from the command line. Use when working with GitHub API, automating workflows, or managing repos.

argus-research-analyst

协助主理人寻找高价值 Issue、分析源码、起草专业 PR 的开源项目贡献专家。

Search and analyze code repositories on GitHub and Hugging Face (Models, Datasets, Spaces). This skill should be used when exploring open-source projects, finding implementation references, discovering ML models/datasets, or analyzing how others have solved similar problems.

This skill provides comprehensive guidance for developing Cloudflare Workers, including runtime APIs, fetch event handlers, request/response handling, bindings usage, and common development patterns.

> lemlist is a sales engagement platform for cold outreach. It lets you find leads, enrich contact data, create multi-channel campaigns (email, LinkedIn, phone, WhatsApp), and manage replies — all fro

Cross-cloud GPU provisioning, K8s cluster creation, and inference overflow. Get real-time pricing across 11+ cloud providers, provision the cheapest GPUs in seconds, spin up production K8s clusters, and burst to cloud when your local GPU maxes out. BYOAPI — your keys never leave your machine.

AI agent browser automation. State-first workflow.

Search and retrieve documents from a Paperless-ngx archive via REST API. Use when the user wants to find, read, or update documents stored in Paperless-ngx (for example: search by keyword or tag, fetch document content, or update document metadata).

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Transcribe videos and audio locally on Apple Silicon using [MLX Whisper](https://github.com/ml-explore/mlx-examples/tree/main/whisper). Supports YouTube, Bilibili, Xiaohongshu, Douyin, podcasts, and l

Terminal UI + CLI to browse Economist headlines, search articles, and read full content in the terminal. Requires one-time browser login for full articles.

description: Draft a structured investment committee memo for PE deal approval. Synthesizes due diligence findings, financial analysis, and deal terms into a professional IC-ready document. Use when p

description: Structure post-acquisition value creation plans with revenue, cost, and operational levers mapped to an EBITDA bridge. Includes 100-day priorities, KPI targets, and accountability framewo

Answer data questions -- from quick lookups to full analyses. Use when looking up a single metric, investigating what's driving a trend or drop, comparing segments over time, or preparing a formal data report for stakeholders.

There's no token to save — iMessage reads `~/Library/Messages/chat.db`

An MCP app is a standard MCP server that **also serves UI resources** — interactive components rendered inline in the chat surface. Build once, runs in Claude *and* ChatGPT and any other host that imp

Deep learning for single-cell analysis using scvi-tools. This skill should be used when users need (1) data integration and batch correction with scVI/scANVI, (2) ATAC-seq analysis with PeakVI, (3) CITE-seq multi-modal analysis with totalVI, (4) multiome RNA+ATAC analysis with MultiVI, (5) spatial transcriptomics deconvolution with DestVI, (6) label transfer and reference mapping with scANVI/scArches, (7) RNA velocity with veloVI, or (8) any deep learning-based single-cell method. Triggers include mentions of scVI, scANVI, totalVI, PeakVI, MultiVI, DestVI, veloVI, sysVI, scArches, variational autoencoder, VAE, batch correction, data integration, multi-modal, CITE-seq, multiome, reference mapping, latent space.

description: Analyze unit economics for PE targets — ARR cohorts, LTV/CAC, net retention, payback periods, revenue quality, and margin waterfall. Essential for software/SaaS, recurring revenue, and su

description: Build and organize a universe of potential acquirers for sell-side M&A processes. Identifies strategic and financial buyers, assesses fit, and prioritizes outreach. Use when preparing for

description: Create comprehensive industry and sector landscape reports covering market dynamics, competitive positioning, key players, and thematic trends. Use for client requests, sector initiations

description: Build accretion/dilution analysis for M&A transactions. Models pro forma EPS impact, synergy sensitivities, and purchase price allocation. Use when evaluating a potential acquisition, pre

Create a competitive analysis brief for one or more competitors or a feature area. Use when informing product strategy or feature prioritization, building sales battle cards, prepping board or investor materials, or deciding where to differentiate vs. achieve parity.

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Zoom Video SDK for Windows - C++ integration for video sessions, raw audio/video capture, screen sharing, recording, and real-time communication

zoom-meeting-sdk-electron

Package an escalation for engineering, product, or leadership with full context. Use when a bug needs engineering attention beyond normal support, multiple customers report the same issue, a customer is threatening to churn, or an issue has sat unresolved past its SLA.

Zoom Meeting SDK for React Native. Use when embedding Zoom meetings in React Native iOS/Android apps with @zoom/meetingsdk-react-native, JWT auth, join/start flows, platform setup, and native bridge troubleshooting.

Reference skill for Zoom Contact Center. Use after routing to a contact-center workflow when implementing app, web, or native integrations; engagement context and state handling; campaigns; callbacks; or version-drift troubleshooting.

Zoom Contact Center SDK for Web. Use for web chat/video/campaign embeds, engagement event handling, app-context integrations, and Smart Embed postMessage workflows.