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Get Started Free →Automate Shortpixel tasks via Rube MCP (Composio). Always search tools first for current schemas.
.claude/skills/openteams-lab-shortpixel-automation/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-09 | ✗→✓ | ▲ Improved | -27% | 0% |
| case-10 | ✗→✓ | ▲ Improved | -32% | 0% |
| case-16 | ✓→✗ | ▼ Worse | -9% | 0% |
| case-20 | ✓→✗ | ▼ Worse | 103% | 0% |
| case-21 | ✓→✗ | ▼ Worse | -15% | 0% |
Automate Shortpixel operations through Composio's Shortpixel toolkit via Rube MCP.
Toolkit docs: composio.dev/toolkits/shortpixel
RUBE_MANAGE_CONNECTIONS with toolkit shortpixelRUBE_SEARCH_TOOLS first to get current tool schemasGet 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.
RUBE_SEARCH_TOOLS respondsRUBE_MANAGE_CONNECTIONS with toolkit shortpixelAlways discover available tools before executing workflows:
RUBE_SEARCH_TOOLS
queries: [{use_case: "Shortpixel operations", known_fields: ""}]
session: {generate_id: true}This returns available tool slugs, input schemas, recommended execution plans, and known pitfalls.
RUBE_SEARCH_TOOLS
queries: [{use_case: "your specific Shortpixel task"}]
session: {id: "existing_session_id"}RUBE_MANAGE_CONNECTIONS
toolkits: ["shortpixel"]
session_id: "your_session_id"RUBE_MULTI_EXECUTE_TOOL
tools: [{
tool_slug: "TOOL_SLUG_FROM_SEARCH",
arguments: {/* schema-compliant args from search results */}
}]
memory: {}
session_id: "your_session_id"RUBE_SEARCH_TOOLSRUBE_MANAGE_CONNECTIONS shows ACTIVE status before executing toolsmemory in RUBE_MULTI_EXECUTE_TOOL calls, even if empty ({})| Operation | Approach | |-----------|----------| | Find tools | RUBE_SEARCH_TOOLS with Shortpixel-specific use case | | Connect | RUBE_MANAGE_CONNECTIONS with toolkit shortpixel | | 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 |
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