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/aliyun-qwen-coder

Use when code generation, repository understanding, or coding-agent tasks need Alibaba Cloud Model Studio Qwen Coder models (`qwen3-coder-next`, `qwen3-coder-plus` and related coder variants).

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Install
$ npx -y skills add cinience/alicloud-skills --skill aliyun-qwen-coder --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.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/aliyun-qwen-coder

Context preview

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

Use when code generation, repository understanding, or coding-agent tasks need Alibaba Cloud Model Studio Qwen Coder models (`qwen3-coder-next`, `qwen3-coder-plus` and related coder variants).

SKILL.md

aliyun-qwen-coder.SKILL.md
name: aliyun-qwen-coder
description: Use when code generation, repository understanding, or coding-agent tasks need Alibaba Cloud Model Studio Qwen Coder models (`qwen3-coder-next`, `qwen3-coder-plus` and related coder variants).
version: 1.0.0

Category: provider

Model Studio Qwen Coder

Validation

mkdir -p output/aliyun-qwen-coder
python -m py_compile skills/ai/code/aliyun-qwen-coder/scripts/prepare_code_request.py && echo "py_compile_ok" > output/aliyun-qwen-coder/validate.txt

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

Output And Evidence

  • Save prompts, repository context summaries, and normalized coding request payloads under `output/aliyun-qwen-coder/`.
  • Record the exact model, endpoint mode, and target language/framework for reproducibility.

Use Qwen Coder for coding assistants, code review drafting, repository-level reasoning, patch planning, and tool-using software agents.

Critical model names

Use one of these exact model strings as appropriate:

  • `qwen3-coder-next`
  • `qwen3-coder-plus`
  • `qwen-coder-plus`
  • `qwen2.5-coder-32b-instruct`

Prerequisites

  • Install SDK in a virtual environment:
python3 -m venv .venv
. .venv/bin/activate
python -m pip install dashscope
  • Set `DASHSCOPE_API_KEY` in your environment, or add `dashscope_api_key` to `~/.alibabacloud/credentials`.
  • Prefer the OpenAI-compatible endpoint when a client does not yet expose the latest coder models in dropdown UI.

Normalized interface (code.generate)

Request

  • `messages` (array<object>, required)
  • `model` (string, optional): default `qwen3-coder-next`
  • `repository_summary` (string, optional)
  • `files` (array<string>, optional)
  • `language` (string, optional)
  • `tools` (array<object>, optional)
  • `stream` (bool, optional)

Response

  • `text` (string)
  • `patch` (string, optional)
  • `usage` (object, optional)

Quick start

python skills/ai/code/aliyun-qwen-coder/scripts/prepare_code_request.py \
  --task "Refactor request validation into a small helper and add one unit test." \
  --language python

Operational guidance

  • Pass only the files relevant to the requested change to reduce noise.
  • Use `qwen3-coder-next` for current-generation coding tasks and `qwen3-coder-plus` when you need a stronger but potentially costlier coder.
  • For repo-scale changes, include architecture notes and expected test commands.
  • Prefer deterministic prompts and pinned model IDs for benchmarking or regression comparison.

Output location

  • Default output: `output/aliyun-qwen-coder/requests/`
  • Override base dir with `OUTPUT_DIR`.

References

  • `references/sources.md`
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