Skill UI

CLIP enables general-purpose vision-language tasks through zero-shot image classification, similarity scoring, semantic search, and content moderation using pretrained contrastive embeddings without fine-tuning.

Automates Coinmarketcal workflows by using Composio’s Rube MCP toolkit to discover tool schemas, manage toolkit connections, and execute multi-tool operations safely following live schemas and session patterns.

Guide for automating Coinranking operations through Composio’s toolkit via Rube MCP, emphasizing tool discovery, connection checks, schema compliance, and multi-execution workflows for reliable task execution.

Cursor AI Debug Toolkit helps identify root causes of incorrect Cursor AI suggestions, inspect completion/chat context, and use dev tools/logs to tweak settings, re-test models, and document fixes for future issues.

Provides a workflow for automating Deepgram operations through Composio's toolkit using the Rube MCP bridge, covering prerequisites, tool discovery, connection checks, executions, and handling schema and pagination details.

Feature Engineering Toolkit automates creating, selecting, and transforming dataset features to improve machine learning models; use it whenever you need new interactions, automatic selection, scaling, or encoding to boost accuracy and interpretability.

Automates Entelligence operations through Composio’s toolkit via the Rube MCP channel, guiding users to always discover current schemas, verify connections, and execute tools with compliant arguments.

A comprehensive toolkit for evaluating the performance of code generation models. It supports benchmarking against industry standards like HumanEval, MBPP, and MultiPL-E across multiple languages. Use this tool to quantitatively compare different LLM coding abilities and measure code synthesis quality using pass@k metrics.

Automates Fillout form operations through Composio’s toolkit via Rube MCP, enforcing tool discovery, connection checks, schema compliance, and session reuse before executing workflows.

Fine-tune LLMs with TRL’s RLHF toolkit, covering SFT, DPO, PPO/GRPO and reward model training so you can align HuggingFace Transformers with human preferences or feedback in post-training workflows.

Automate Composio Gamma workflows by querying Rube MCP for current tool schemas, managing Gamma connections, and executing schema-compliant tool calls with session-aware workflows.

A comprehensive guide to building enterprise-grade AI applications using Firebase Genkit. This skill covers the full development lifecycle, including implementing advanced RAG systems, multi-step tool-calling agents, and complex workflows across Node.js, Python, and Go. It teaches best practices for schema validation (Zod/Pydantic), robust error handling, OpenTelemetry tracing, and deploying reliably to Firebase Functions or Cloud Run.