Amplitude Automation
Amplitude Automation is an productivity AI skill with a core value of Automate Amplitude tasks via Rube MCP (Composio): events, user activity, cohorts, user identification. It
helps developers solve real-world problems in the productivity domain, boosting
efficiency, automating repetitive tasks, and optimizing workflows.
Automate Amplitude tasks via Rube MCP (Composio): events, user activity, cohorts, user identification. Always search tools first for current schemas.
Quick Facts
mkdir -p ./skills/amplitude-automation && curl -sfL https://raw.githubusercontent.com/sickn33/antigravity-awesome-skills/main/skills/amplitude-automation/SKILL.md -o ./skills/amplitude-automation/SKILL.md Run in terminal / PowerShell. Requires curl (Unix) or PowerShell 5+ (Windows).
Skill Content
# Amplitude Automation via Rube MCP
Automate Amplitude product analytics through Composio's Amplitude toolkit via Rube MCP.
Prerequisites
- Rube MCP must be connected (RUBE_SEARCH_TOOLS available)
- Active Amplitude connection via `RUBE_MANAGE_CONNECTIONS` with toolkit `amplitude`
- 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` responds
2. Call `RUBE_MANAGE_CONNECTIONS` with toolkit `amplitude`
3. If connection is not ACTIVE, follow the returned auth link to complete Amplitude authentication
4. Confirm connection status shows ACTIVE before running any workflows
Core Workflows
1. Send Events
**When to use**: User wants to track events or send event data to Amplitude
**Tool sequence**:
1. `AMPLITUDE_SEND_EVENTS` - Send one or more events to Amplitude [Required]
**Key parameters**:
- `events`: Array of event objects, each containing:
- `event_type`: Name of the event (e.g., 'page_view', 'purchase')
- `user_id`: Unique user identifier (required if no `device_id`)
- `device_id`: Device identifier (required if no `user_id`)
- `event_properties`: Object with custom event properties
- `user_properties`: Object with user properties to set
- `time`: Event timestamp in milliseconds since epoch
**Pitfalls**:
- At least one of `user_id` or `device_id` is required per event
- `event_type` is required for every event; cannot be empty
- `time` must be in milliseconds (13-digit epoch), not seconds
- Batch limit applies; check schema for maximum events per request
- Events are processed asynchronously; successful API response does not mean data is immediately queryable
2. Get User Activity
**When to use**: User wants to view event history for a specific user
**Tool sequence**:
1. `AMPLITUDE_FIND_USER` - Find user by ID or property [Prerequisite]
2. `AMPLITUDE_GET_USER_ACTIVITY` - Retrieve user's event stream [Required]
**Key parameters**:
- `user`: Amplitude internal user ID (from FIND_USER)
- `offset`: Pagination offset for event list
- `limit`: Maximum number of events to return
**Pitfalls**:
- `user` parameter requires Amplitude's internal user ID, NOT your application's user_id
- Must call FIND_USER first to resolve your user_id to Amplitude's internal ID
- Activity is returned in reverse chronological order by default
- Large activity histories require pagination via `offset`
3. Find and Identify Users
**When to use**: User wants to look up users or set user properties
**Tool sequence**:
1. `AMPLITUDE_FIND_USER` - Search for a user by various identifiers [Required]
2. `AMPLITUDE_IDENTIFY` - Set or update user properties [Optional]
**Key parameters**:
- For FIND_USER:
- `user`: Search term (user_id, email, or Amplitude ID)
- For IDENTIFY:
- `user_id`: Your application's user identifier
- `device_id`: Device identifier (alternative to user_id)
- `user_properties`: Object with `$set`, `$unset`, `$add`, `$append` operations
**Pitfalls**:
- FIND_USER searches across user_id, device_id, and Amplitude ID
- IDENTIFY uses special property operations (`$set`, `$unset`, `$add`, `$append`)
- `$set` overwrites existing values; `$setOnce` only sets if not already set
- At least one of `user_id` or `device_id` is required for IDENTIFY
- User property changes are eventually consistent; not immediate
4. Manage Cohorts
**When to use**: User wants to list cohorts, view cohort details, or update cohort membership
**Tool sequence**:
1. `AMPLITUDE_LIST_COHORTS` - List all saved cohorts [Required]
2. `AMPLITUDE_GET_COHORT` - Get detailed cohort information [Optional]
3. `AMPLITUDE_UPDATE_COHORT_MEMBERSHIP` - Add/remove users from a cohort [Optional]
4. `AMPLITUDE_CHECK_COHORT_STATUS` - Check async cohort operation status [Optional]
**Key parameters**:
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🎯 Best For
- Claude users
- Knowledge workers
- Remote teams
- Professionals
💡 Use Cases
- Using Amplitude Automation in daily workflow
- Automating repetitive productivity tasks
📖 How to Use This Skill
- 1
Install the Skill
Copy the install command from the Terminal tab and run it. The SKILL.md file downloads to your local skills directory.
- 2
Load into Your AI Assistant
Open Claude and reference the skill. Paste the SKILL.md content or use the system prompt tab.
- 3
Apply Amplitude Automation to Your Work
Provide context for your task — paste source material, describe your audience, or share existing work to guide the AI.
- 4
Review and Refine
Edit the AI output for accuracy, tone, and completeness. Add human insight where the AI lacks context.
❓ Frequently Asked Questions
How do I install Amplitude Automation?
Copy the install command from the Terminal tab and run it. The skill downloads to ./skills/amplitude-automation/SKILL.md, ready to use.
Can I customize this skill for my team?
Absolutely. Edit the SKILL.md file to add team-specific instructions, examples, or workflows.
⚠️ Common Mistakes to Avoid
Not reading the full skill
Skills contain important context and edge cases beyond the quick start.