Skill UI

This skill covers the comprehensive architecture design and construction of autonomous AI agents. Experts master advanced concepts including tool use, hierarchical memory systems (episodic, semantic, working), sophisticated planning strategies (ReAct, Plan-and-Execute), and multi-agent orchestration. It focuses on building systems that achieve high levels of autonomy while maintaining critical human oversight, designing for graceful degradation and rigorous error handling.

Automates AI ML API workflows via Composio’s Rube MCP toolkit by searching available tools, validating the ai_ml_api connection, and executing RUBE_MULTI_EXECUTE_TOOL with schema-compliant arguments while handling sessions, memory, and pagination.

Automate Amcards operations by driving Composio’s toolkit through Rube MCP: always call RUBE_SEARCH_TOOLS to get current schemas, confirm the Amcards connection via RUBE_MANAGE_CONNECTIONS, and then execute workflows with RUBE_MULTI_EXECUTE_TOOL while honoring memory and session rules.

Automate Amcards operations by driving Composio’s toolkit through Rube MCP: always call RUBE_SEARCH_TOOLS to get current schemas, confirm the Amcards connection via RUBE_MANAGE_CONNECTIONS, and then execute workflows with RUBE_MULTI_EXECUTE_TOOL while honoring memory and session rules.

Helps analyze current CPU, memory, storage, and network utilization to forecast future infrastructure needs, identify bottlenecks, and recommend scaling tactics with cost context for proactive capacity management.

Helps analyze current CPU, memory, storage, and network utilization to forecast future infrastructure needs, identify bottlenecks, and recommend scaling tactics with cost context for proactive capacity management.

Documented steps to connect Rube MCP with Composio’s Anonyflow toolkit, search live tool schemas, verify connections, and execute schema-compliant workflows with consistent memory/session handling.

Document that explains how to automate API Ninjas operations via Composio’s Rube MCP integration: search for tools, ensure an active API Ninjas connection, and run workloads with schema-compliant inputs and memory/session handling.

Guides using Composio's API Sports toolkit via Rube MCP to discover current tool schemas, manage active connections, and execute multi-tool operations while enforcing schema compliance, memory inclusion, and session reuse.

An advanced guide for optimizing API interaction with Apollo.io. This skill covers critical performance enhancements including implementing connection pooling, setting per-endpoint time-to-live (TTL) caching, utilizing bulk enrichment endpoints for efficiency, and controlling concurrency during parallel searches. It also demonstrates how to slim down large API response payloads to reduce memory and bandwidth usage.

Automates Appcircle workflows through Composio’s Rube MCP toolkit, guiding users to discover current tools, validate connections, and execute schema-compliant calls with session reuse and memory handling.

Automates Appcircle workflows through Composio’s Rube MCP toolkit, guiding users to discover current tools, validate connections, and execute schema-compliant calls with session reuse and memory handling.