batch-processing

What problem does it solve?

This Skill enables cost-effective processing of large volumes of data using Anthropic's Message Batches API, offering 50% cost savings for non-time-sensitive AI workloads like document analysis, model evaluation, and data enrichment.

Core Features & Use Cases

• Cost Optimization: Achieve 50% cost savings compared to standard API calls for bulk tasks.
• Asynchronous Processing: Submit and manage batch jobs for up to 24-hour processing, with results retained for 29 days.
• Full Feature Support: Utilize tools, vision, and system prompts within batch requests.
• Use Case: You have 10,000 customer feedback documents that need sentiment analysis and key phrase extraction. Use this skill to prepare a JSONL file, submit it as a batch job, and then stream the processed results, significantly reducing your LLM API costs.

Quick Start

Use the batch-processing skill to summarize a list of 5 documents, ensuring cost optimization.