Individual skill
together-core-workflow-b
Run Together AI asynchronous batch inference from validated JSONL through upload, job polling, output/error download, and custom-id reconciliation. Use when bulk work can trade latency for lower cost. Trigger with "Together batch inference", "bulk Together requests", or "Together Batch API".
plugins/saas-packs/together-pack/skills/together-core-workflow-b/SKILL.md
Source commit 0500b275e963c027f6b410e8c49c0446945c574e
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- Yes
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- No
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- Observed behavior
- Not checked yet
- Last checked
- Nov 12, 2026
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Repository context
- Repository stars (not skill ratings)
- 2,916
- Repository last updated
- Nov 12, 2026
- License
- MIT
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- ai Repository topic
- automation Repository topic
- claude-code Repository topic
- devops Repository topic
- mcp Repository topic
- ai-agents Repository topic
- anthropic Repository topic
- claude-code-plugins Repository topic
- developer-tools Repository topic
- llm Repository topic
- saas Declared skill tag
- together-ai Declared skill tag
- batch-inference Declared skill tag
- engineering Derived category
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SKILL.mdcore · 4,054 bytesreferences/official-docs.mddoc · 3,032 bytes
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# Together AI Batch Inference
## Overview
This skill converts independent offline requests into a recoverable Batch API job and reconciles every success and failure without relying on output order.
## Prerequisites
- Independent request records suitable for asynchronous processing
- A currently batch-eligible model and supported endpoint
- Stable unique `custom_id` values and an approved output location
- A request/token budget, retention policy, and job owner
## Tool Discipline
