/aliyun-qwen-rerank

Use when reranking search candidates is needed with Alibaba Cloud Model Studio rerank models, including hybrid retrieval, top-k refinement, and multilingual relevance sorting.

BOOST

cinience@cinience

GitHub

From plugin

alicloud-skills

39799 skills

Install

$ npx -y skills add cinience/alicloud-skills --skill aliyun-qwen-rerank --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.
You can call itInvoke it directly when you want it.
Slash command/aliyun-qwen-rerank

Context preview

The summary Claude sees to decide when to auto-load this skill.

Use when reranking search candidates is needed with Alibaba Cloud Model Studio rerank models, including hybrid retrieval, top-k refinement, and multilingual relevance sorting.

SKILL.md

aliyun-qwen-rerank.SKILL.md

name: aliyun-qwen-rerank
description: Use when reranking search candidates is needed with Alibaba Cloud Model Studio rerank models, including hybrid retrieval, top-k refinement, and multilingual relevance sorting.
version: 1.0.0

Category: provider

Model Studio Rerank

Validation

mkdir -p output/aliyun-qwen-rerank
python -m py_compile skills/ai/search/aliyun-qwen-rerank/scripts/prepare_rerank_request.py && echo "py_compile_ok" > output/aliyun-qwen-rerank/validate.txt

Pass criteria: command exits 0 and `output/aliyun-qwen-rerank/validate.txt` is generated.

Critical model names

Use one of these exact model strings:

`gte-rerank-v2`
`gte-rerank`
`gte-multilingual-rerank`
`qwen3-reranker-8b`
`qwen3-reranker-4b`
`qwen3-reranker-0.6b`

Quick start

python skills/ai/search/aliyun-qwen-rerank/scripts/prepare_rerank_request.py \
  --query "cloud vector database" \
  --output output/aliyun-qwen-rerank/request.json