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Prompts Codacy Automation via Rube MCP

agent tool_use skill risk: medium

Codacy Automation via Rube MCP

The prompt provides instructions for automating Codacy operations using Composio's Codacy toolkit through Rube MCP, including prerequisites, connection setup, tool discovery with R…

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  • External action: high

SKILL 1 file

SKILL.md
---
name: codacy-automation
description: "Automate Codacy tasks via Rube MCP (Composio). Always search tools first for current schemas."
---
# Codacy Automation via Rube MCP

Automate Codacy operations through Composio's Codacy toolkit via Rube MCP.

**Toolkit docs**: [composio.dev/toolkits/codacy](https://composio.dev/toolkits/codacy)

## Prerequisites

- Rube MCP must be connected (RUBE_SEARCH_TOOLS available)
- Active Codacy connection via `RUBE_MANAGE_CONNECTIONS` with toolkit `codacy`
- 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 `codacy`
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: "Codacy 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 Codacy task"}]
session: {id: "existing_session_id"}
```

### Step 2: Check Connection

```
RUBE_MANAGE_CONNECTIONS
toolkits: ["codacy"]
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 Codacy-specific use case |
| Connect | `RUBE_MANAGE_CONNECTIONS` with toolkit `codacy` |
| 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

  • Rube MCP connection
  • active Codacy connection via RUBE_MANAGE_CONNECTIONS

TOOLS REQUIRED

  • RUBE_SEARCH_TOOLS
  • RUBE_MANAGE_CONNECTIONS
  • RUBE_MULTI_EXECUTE_TOOL
  • RUBE_GET_TOOL_SCHEMAS
  • RUBE_REMOTE_WORKBENCH

ROLES & RULES

  1. Always search tools first for current schemas
  2. Always call RUBE_SEARCH_TOOLS first to get current tool schemas
  3. Verify Rube MCP is available by confirming RUBE_SEARCH_TOOLS responds
  4. Call RUBE_MANAGE_CONNECTIONS with toolkit codacy
  5. Confirm connection status shows ACTIVE before running any workflows
  6. Always discover available tools before executing workflows
  7. Never hardcode tool slugs or arguments without calling RUBE_SEARCH_TOOLS
  8. Verify RUBE_MANAGE_CONNECTIONS shows ACTIVE status before executing tools
  9. Use exact field names and types from the search results
  10. Always include memory in RUBE_MULTI_EXECUTE_TOOL calls, even if empty
  11. Reuse session IDs within a workflow
  12. Generate new session IDs for new workflows
  13. Check responses for pagination tokens and continue fetching until complete

EXPECTED OUTPUT

Format
markdown
Constraints
  • always search tools first
  • verify active connection before execution
  • reuse session IDs within workflow

SUCCESS CRITERIA

  • Always search first
  • Check connection
  • Schema compliance
  • Include memory parameter
  • Reuse sessions appropriately
  • Handle pagination

FAILURE MODES

  • Hardcode tool slugs or arguments without searching first
  • Execute tools without verifying ACTIVE connection status
  • Use incorrect field names or types from schemas
  • Omit memory parameter in execute calls
  • Fail to reuse or generate session IDs correctly
  • Stop before handling all pagination tokens

EXAMPLES

Includes multiple example RUBE tool calls (SEARCH_TOOLS, MANAGE_CONNECTIONS, MULTI_EXECUTE_TOOL) with sample arguments and session handling.

CAVEATS

Dependencies
  • Rube MCP must be connected (RUBE_SEARCH_TOOLS available)
  • Active Codacy connection via RUBE_MANAGE_CONNECTIONS with toolkit codacy
Missing context
  • Concrete example Codacy tasks with expected outputs
  • Error handling or fallback behavior details

QUALITY

OVERALL
0.83
CLARITY
0.88
SPECIFICITY
0.90
REUSABILITY
0.72
COMPLETENESS
0.82

IMPROVEMENT SUGGESTIONS

  • Replace inline code blocks with explicit {{placeholder}} syntax for task-specific queries and session IDs
  • Add a minimal end-to-end example workflow with sample tool slugs and arguments

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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