A comprehensive intelligence layer for navigating Mumbai as a visitor, professional, or resident.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install mumbai
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install mumbai using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Mumbai City Guide?
The Mumbai skill for Openclaw Skills provides a deep, technical, and practical knowledge base for India's most populous city. It is designed to help AI agents provide high-fidelity advice ranging from navigating the world's busiest local train network to understanding the nuances of real estate in Bandra versus South Mumbai. This skill synthesizes complex local data into actionable insights for users moving to, working in, or visiting the Maximum City.
By leveraging this tool, developers can equip their agents with real-world constraints such as the impact of the monsoon season, the 'Jugaad' culture of creative problem-solving, and the specific dynamics of the BKC financial district. It ensures that the advice given is not just generic travel tips, but ground-level reality essential for success in Mumbai's high-density environment.
Mumbai City Guide Use Cases
- Planning optimized 1, 3, or 7-day visitor itineraries based on current attractions and local transport reality.
- Navigating the complex local train system (Western, Central, and Harbour lines) during peak hours.
- Evaluating housing options and calculating the true cost of living across different neighborhoods like Powai and Navi Mumbai.
- Researching the tech industry landscape, including current salary benchmarks for Senior Software Engineers and startup funding ecosystems.
- Managing relocation logistics for expats and NRIs, including visa requirements, school admissions, and local banking.
How Mumbai City Guide Works
- The agent first identifies the user's specific persona, such as a tourist, entrepreneur, or relocating tech worker, to tailor the response depth.
- It cross-references the user's query against specialized auxiliary files like
neighborhoods-index.mdortech.mdfor high-resolution data. - The skill applies specific reality filters, such as traffic buffers and seasonal weather warnings (Monsoon), to ensure advice is practically sound.
- Financial calculations are processed using current 2026 data for rent, salaries, and daily expenses to provide accurate budgeting.
- The agent generates a response that includes cultural context and 'traps' to avoid, such as housing deposit scams or traffic assumptions.
Mumbai City Guide Setup
To integrate this capability into your environment, use the Openclaw Skills CLI for installation and synchronization.
# Install the Mumbai skill
clawhub install mumbai
# Synchronize to ensure you have the latest 2026 data updates
clawhub sync
Mumbai City Guide Data Schema & Taxonomy
The skill utilizes a modular markdown-based data structure to provide granular information across various domains:
| Category | File Metadata | Key Data Points |
|---|---|---|
| Neighborhoods | neighborhoods-*.md |
Comparison guides for South Mumbai, Bandra, Powai, and Thane. |
| Economy | cost.md, tech.md |
Rent indices, SWE salaries, and business regulation details. |
| Logistics | transport.md, local.md |
Train survival guides, SIM card setup, and banking services. |
| Lifestyle | culture.md, climate.md |
Customary etiquette and monthly monsoon survival breakdown. |
Mumbai City Guide Advanced Features
- Context-Aware Role Routing: Automatically adjusts depth of information based on whether the user is a short-term visitor or a long-term resident.
- Integrated Tech Hub Comparisons: Works with other Openclaw Skills like the Austin skill to provide comparative relocation data for global tech professionals.
- Dynamic Cost Estimator: Provides real-time budget ranges for everything from street food to international school fees.
- Seasonal Intelligence: Adjusts travel and logistics recommendations based on the intense Mumbai monsoon patterns (June-September).
SKILL.md
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