How do I install the Ambient Weather Automation skill?

Run npx skillmds add thedixitjain/ambient-weather-automation in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Ambient Weather Automation safe to use?

This skill has not completed SkillMD's automated safety review yet. Capability flags: makes network calls. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Ambient Weather Automation?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Ambient Weather Automation free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Ambient Weather Automation?

thedixitjain (@thedixitjain) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Ambient Weather Automation by thedixitjain

Name: Ambient Weather Automation
Rating: 4.2 (5 reviews)
Author: thedixitjain

File contents

Ambient Weather Automation via Rube MCP

Automate Ambient Weather operations through Composio's Ambient Weather toolkit via Rube MCP.

Toolkit docs: composio.dev/toolkits/ambient_weather

Prerequisites

Rube MCP must be connected (RUBE_SEARCH_TOOLS available)
Active Ambient Weather connection via RUBE_MANAGE_CONNECTIONS with toolkit ambient_weather
Always call RUBE_SEARCH_TOOLS first to get current tool schemas

Setup

Get Rube MCP: Add https://rube.app/mcp as an MCP server in your client configuration. No API keys needed — just add the endpoint and it works.

Verify Rube MCP is available by confirming RUBE_SEARCH_TOOLS responds
Call RUBE_MANAGE_CONNECTIONS with toolkit ambient_weather
If connection is not ACTIVE, follow the returned auth link to complete setup
Confirm connection status shows ACTIVE before running any workflows

Tool Discovery

Always discover available tools before executing workflows:

RUBE_SEARCH_TOOLS
queries: [{use_case: "Ambient Weather operations", known_fields: ""}]
session: {generate_id: true}

This returns available tool slugs, input schemas, recommended execution plans, and known pitfalls.

Core Workflow Pattern

Step 1: Discover Available Tools

RUBE_SEARCH_TOOLS
queries: [{use_case: "your specific Ambient Weather task"}]
session: {id: "existing_session_id"}

Step 2: Check Connection

RUBE_MANAGE_CONNECTIONS
toolkits: ["ambient_weather"]
session_id: "your_session_id"

Step 3: Execute Tools

RUBE_MULTI_EXECUTE_TOOL
tools: [{
  tool_slug: "TOOL_SLUG_FROM_SEARCH",
  arguments: {/* schema-compliant args from search results */}
}]
memory: {}
session_id: "your_session_id"

Known Pitfalls

Always search first: Tool schemas change. Never hardcode tool slugs or arguments without calling RUBE_SEARCH_TOOLS
Check connection: Verify RUBE_MANAGE_CONNECTIONS shows ACTIVE status before executing tools
Schema compliance: Use exact field names and types from the search results
Memory parameter: Always include memory in RUBE_MULTI_EXECUTE_TOOL calls, even if empty ({})
Session reuse: Reuse session IDs within a workflow. Generate new ones for new workflows
Pagination: Check responses for pagination tokens and continue fetching until complete

Quick Reference

Operation	Approach
Find tools	`RUBE_SEARCH_TOOLS` with Ambient Weather-specific use case
Connect	`RUBE_MANAGE_CONNECTIONS` with toolkit `ambient_weather`
Execute	`RUBE_MULTI_EXECUTE_TOOL` with discovered tool slugs
Bulk ops	`RUBE_REMOTE_WORKBENCH` with `run_composio_tool()`
Full schema	`RUBE_GET_TOOL_SCHEMAS` for tools with `schemaRef`

Powered by Composio

Source: ComposioHQ/awesome-claude-skills → composio-skills/ambient-weather-automation/SKILL.md

Also appears in: composio-community/awesome-codex-skills/composio-skills/ambient-weather-automation/SKILL.md

---name: ambient-weather-automationdescription: Automate Ambient Weather tasks via Rube MCP (Composio). Always search tools first for current schemas.---# Ambient Weather Automation via Rube MCPAutomate Ambient Weather operations through Composio's Ambient Weather toolkit via Rube MCP.**Toolkit docs**: [composio.dev/toolkits/ambient_weather](https://composio.dev/toolkits/ambient_weather)## Prerequisites- Rube MCP must be connected (RUBE_SEARCH_TOOLS available)- Active Ambient Weather connection via `RUBE_MANAGE_CONNECTIONS` with toolkit `ambient_weather`- Always call `RUBE_SEARCH_TOOLS` first to get current tool schemas## Setup**Get Rube MCP**: Add `https://rube.app/mcp` as an MCP server in your client configuration. No API keys needed — just add the endpoint and it works.1. Verify Rube MCP is available by confirming `RUBE_SEARCH_TOOLS` responds2. Call `RUBE_MANAGE_CONNECTIONS` with toolkit `ambient_weather`3. If connection is not ACTIVE, follow the returned auth link to complete setup4. Confirm connection status shows ACTIVE before running any workflows## Tool DiscoveryAlways discover available tools before executing workflows:```RUBE_SEARCH_TOOLSqueries: [{use_case: "Ambient Weather operations", known_fields: ""}]session: {generate_id: true}```This returns available tool slugs, input schemas, recommended execution plans, and known pitfalls.## Core Workflow Pattern### Step 1: Discover Available Tools```RUBE_SEARCH_TOOLSqueries: [{use_case: "your specific Ambient Weather task"}]session: {id: "existing_session_id"}```### Step 2: Check Connection```RUBE_MANAGE_CONNECTIONStoolkits: ["ambient_weather"]session_id: "your_session_id"```### Step 3: Execute Tools```RUBE_MULTI_EXECUTE_TOOLtools: [{ tool_slug: "TOOL_SLUG_FROM_SEARCH", arguments: {/* schema-compliant args from search results */}}]memory: {}session_id: "your_session_id"```## Known Pitfalls- **Always search first**: Tool schemas change. Never hardcode tool slugs or arguments without calling `RUBE_SEARCH_TOOLS`- **Check connection**: Verify `RUBE_MANAGE_CONNECTIONS` shows ACTIVE status before executing tools- **Schema compliance**: Use exact field names and types from the search results- **Memory parameter**: Always include `memory` in `RUBE_MULTI_EXECUTE_TOOL` calls, even if empty (`{}`)- **Session reuse**: Reuse session IDs within a workflow. Generate new ones for new workflows- **Pagination**: Check responses for pagination tokens and continue fetching until complete## Quick Reference| Operation | Approach ||-----------|----------|| Find tools | `RUBE_SEARCH_TOOLS` with Ambient Weather-specific use case || Connect | `RUBE_MANAGE_CONNECTIONS` with toolkit `ambient_weather` || Execute | `RUBE_MULTI_EXECUTE_TOOL` with discovered tool slugs || Bulk ops | `RUBE_REMOTE_WORKBENCH` with `run_composio_tool()` || Full schema | `RUBE_GET_TOOL_SCHEMAS` for tools with `schemaRef` |---*Powered by [Composio](https://composio.dev)*---**Source:** [`ComposioHQ/awesome-claude-skills`](https://github.com/ComposioHQ/awesome-claude-skills) → `composio-skills/ambient-weather-automation/SKILL.md`**Also appears in:** `composio-community/awesome-codex-skills/composio-skills/ambient-weather-automation/SKILL.md`

Frequently asked questions