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Qwen Delegation

Community
athola
qwen-delegation

Delegates tasks to Qwen CLI via delegation-core for Alibaba's models. Use when delegation-core selects Qwen or large-context batch processing is needed.

Overview

Publisherathola
Repositoryclaude-night-market
Skill nameqwen-delegation
Stars
343
Forks
37
Bundled files
1
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 1 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by athola on GitHub. Read the source before you install it.

Installation

Install the Qwen Delegation AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/athola/claude-night-market/tree/master/plugins/conjure/skills/qwen-delegation
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/athola/claude-night-market.git /tmp/claude-night-market
mkdir -p .claude/skills
cp -r /tmp/claude-night-market/plugins/conjure/skills/qwen-delegation .claude/skills/qwen-delegation
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Qwen Delegation in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Qwen Delegation on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Qwen Delegation is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Qwen CLI Delegation

Overview

This skill implements conjure:delegation-core for the Qwen CLI. It provides Qwen-specific authentication, quota management, and command construction.

For shared delegation patterns, see Skill(conjure:delegation-core).

When To Use

  • After Skill(conjure:delegation-core) determines Qwen is suitable
  • When you need Qwen's large context window (100K+ tokens)
  • For batch processing, summarization, or multi-file analysis
  • If the qwen CLI is installed and configured

When NOT To Use

  • Choosing which provider to delegate to (use conjure:delegation-core)
  • Gemini was the selected provider (use conjure:gemini-delegation)

Prerequisites

Installation:

bash
# Install Qwen CLI
npm install -g @qwen-code/qwen-code

# Verify installation
qwen --version

# Authenticate: run qwen once and complete the flow it offers
qwen

There is no qwen auth subcommand. qwen --help lists none, and this file documented three that do not exist: qwen auth status, qwen auth login and QWEN_API_KEY. Anything after qwen that is not a recognized flag is delivered to the model as the prompt, so qwen auth status asked Qwen the question "auth status" and was billed for it. Probed on 2026-08-22 it answered [API Error: 401 Incorrect API key provided] and exited 0, which is why the delegation registry now declares no auth probe for qwen.

Credentials land in ~/.qwen/oauth_creds.json, which carries its own expiry_date. ~/.qwen/settings.json exists without credentials, so it is not the file to test. The delegator reads the stated expiry and skips qwen without spawning it, which is what stopped every chain walk paying for a rejected call.

Verification: make -C plugins/conjure delegate-doctor reports qwen's credential state, including an expiry that has passed.

Quick Start

Using Shared Delegation Executor

bash
# Basic file analysis
uv run python scripts/delegation_executor.py qwen "Analyze this code" \
  --files src/main.py

# With specific model
uv run python scripts/delegation_executor.py qwen "Summarize" \
  --files src/**/*.py --model qwen-max

# With output format
uv run python scripts/delegation_executor.py qwen "Extract functions" \
  --files src/main.py --format json

Direct CLI Usage

bash
# Basic command
qwen -p "@path/to/file Analyze this code"

# Multiple files
qwen -p "@src/**/*.py Summarize these files"

# Specific model
qwen --model qwen-max -p "..."

Save Output

bash
qwen -p "..." > delegations/qwen/$(date +%Y%m%d_%H%M%S).md

Smart Delegation

The shared delegation executor can auto-select the best service:

bash
# Auto-select a service for the task
uv run python scripts/delegation_executor.py auto "Analyze large codebase" \
  --files src/**/*

Qwen-Specific Details

For Qwen-specific models, CLI options, cost reference, and troubleshooting, see modules/qwen-specifics.md.

Exit Criteria

  • qwen --version exits 0 and ~/.qwen/oauth_creds.json exists with an expiry_date in the future before any task is delegated. A missing installation or an expired credential is reported and stops execution. There is no qwen auth status to run, and asking for one bills a completion.
  • The delegated task output is saved to delegations/qwen/YYYYMMDD_HHMMSS.md (timestamp format matching the Quick Start example), and that file exists on disk after delegation.
  • If conjure:delegation-core selected a different provider (Gemini or local), this skill is not invoked; Qwen delegation only runs when delegation-core explicitly routes to Qwen.
  • Smart delegation via delegation_executor.py auto logs which provider was selected and why before executing the task, so the selection is auditable.

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Qwen Delegation AI skill do?

Delegates tasks to Qwen CLI via delegation-core for Alibaba's models. Use when delegation-core selects Qwen or large-context batch processing is needed.

Why use Qwen Delegation on TypingMind?

Because you install it once and use it with any model. Qwen Delegation is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Qwen Delegation in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/athola/claude-night-market/tree/master/plugins/conjure/skills/qwen-delegation. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Qwen Delegation?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Qwen Delegation?

As many as you like. As long as a model supports skills, you can use Qwen Delegation with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Qwen Delegation AI skill free?

Yes. It is published on GitHub by athola under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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