agent tool_use skill risk: medium
Callerapi Automation via Rube MCP
Instructs on automating Callerapi operations through Composio's Callerapi toolkit via Rube MCP, covering prerequisites, setup steps, tool discovery with RUBE_SEARCH_TOOLS, connecti…
- External action: medium
SKILL 1 file
SKILL.md
---
name: callerapi-automation
description: "Automate Callerapi tasks via Rube MCP (Composio). Always search tools first for current schemas."
---
# Callerapi Automation via Rube MCP
Automate Callerapi operations through Composio's Callerapi toolkit via Rube MCP.
**Toolkit docs**: [composio.dev/toolkits/callerapi](https://composio.dev/toolkits/callerapi)
## Prerequisites
- Rube MCP must be connected (RUBE_SEARCH_TOOLS available)
- Active Callerapi connection via `RUBE_MANAGE_CONNECTIONS` with toolkit `callerapi`
- 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 `callerapi`
3. If connection is not ACTIVE, follow the returned auth link to complete setup
4. Confirm connection status shows ACTIVE before running any workflows
## Tool Discovery
Always discover available tools before executing workflows:
```
RUBE_SEARCH_TOOLS
queries: [{use_case: "Callerapi 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 Callerapi task"}]
session: {id: "existing_session_id"}
```
### Step 2: Check Connection
```
RUBE_MANAGE_CONNECTIONS
toolkits: ["callerapi"]
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 Callerapi-specific use case |
| Connect | `RUBE_MANAGE_CONNECTIONS` with toolkit `callerapi` |
| 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)*
REQUIRED CONTEXT
- specific Callerapi task use case
TOOLS REQUIRED
- RUBE_SEARCH_TOOLS
- RUBE_MANAGE_CONNECTIONS
- RUBE_MULTI_EXECUTE_TOOL
ROLES & RULES
- Always search tools first for current schemas
- Always call RUBE_SEARCH_TOOLS first to get current tool schemas
- Always discover available tools before executing workflows
- Verify Rube MCP is available by confirming RUBE_SEARCH_TOOLS responds
- Call RUBE_MANAGE_CONNECTIONS with toolkit callerapi
- Confirm connection status shows ACTIVE before running any workflows
- Never hardcode tool slugs or arguments without calling RUBE_SEARCH_TOOLS
- Verify RUBE_MANAGE_CONNECTIONS shows ACTIVE status before executing tools
- Use exact field names and types from the search results
- Always include memory in RUBE_MULTI_EXECUTE_TOOL calls, even if empty
- Reuse session IDs within a workflow
- Generate new session IDs for new workflows
- Check responses for pagination tokens and continue fetching until complete
EXPECTED OUTPUT
- Format
- markdown
- Constraints
- always search tools first
- verify connection status before execution
- reuse session IDs within workflows
SUCCESS CRITERIA
- Always search first
- Check connection is ACTIVE
- Follow schema compliance
- Include memory parameter
- Reuse sessions appropriately
FAILURE MODES
- Hardcoding tool slugs without searching first
- Executing without verifying ACTIVE connection
- Using incorrect field names from outdated schemas
- Omitting the memory parameter in execute calls
EXAMPLES
Includes multiple example RUBE tool calls (RUBE_SEARCH_TOOLS, RUBE_MANAGE_CONNECTIONS, RUBE_MULTI_EXECUTE_TOOL) with parameters and a quick-reference table.
CAVEATS
- Dependencies
- Rube MCP must be connected (RUBE_SEARCH_TOOLS available)
- Active Callerapi connection via RUBE_MANAGE_CONNECTIONS
- Missing context
- Concrete example of a full end-to-end task with sample tool slugs and arguments
- Expected output format or success criteria for the automation workflow
- Ambiguities
- The literal syntax for tool calls (e.g., 'RUBE_SEARCH_TOOLS queries: [{use_case: ...}]') is shown inconsistently between prose and code blocks.
- Placeholder 'your specific Callerapi task' is not marked as a template variable.
- 'generate_id: true' and 'known_fields: ""' are presented without explanation of valid values.
QUALITY
- OVERALL
- 0.76
- CLARITY
- 0.78
- SPECIFICITY
- 0.82
- REUSABILITY
- 0.75
- COMPLETENESS
- 0.72
IMPROVEMENT SUGGESTIONS
- Replace inline code blocks with clearly labeled JSON/MCP call templates using {{placeholders}}.
- Add a minimal worked example showing one complete task from search to execution.
- Explicitly state that all tool calls must be issued via the MCP client rather than copied literally.
USAGE
Copy the prompt above and paste it into your AI of choice — Claude, ChatGPT, Gemini, or anywhere else you're working. Replace any placeholder sections with your own context, then ask for the output.
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