AI Task Hub

Formerly skill-hub-gateway.

Public package boundary:

• Only orchestrates portal.skill.execute, portal.skill.poll, and portal.skill.presentation.
• Does not exchange api_key or userToken inside this package.
• Does not handle recharge or payment flows inside this package.
• Assumes host runtime injects short-lived task tokens and attachment URLs.

Chinese documentation: SKILL.zh-CN.md

When to Use This Skill

Use this skill when the user asks to:

• detect people, faces, hands, keypoints, or tags from images
• remove backgrounds or generate cutout/matting results for products or portraits
• transcribe uploaded audio into text (speech to text, audio transcription)
• generate speech from text input (text to speech, voice generation)
• convert uploaded files into markdown (document to markdown)
• start async jobs and check status later (poll, check job status)
• fetch rendered visual outputs such as overlay, mask, and cutout
• run embedding or reranking tasks for retrieval workflows

Common Requests

Example requests that should trigger this skill:

• "Detect faces in this image and return bounding boxes."
• "Tag this image and summarize the main objects."
• "Remove the background from this product photo."
• "Create a clean cutout from this portrait image."
• "Transcribe this meeting audio into text."
• "Generate speech from this paragraph."
• "Convert this PDF file into markdown."
• "Start this job now and let me poll the run status later."