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.
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Added September 12, 2026
ai-agentspythongobashgitapi
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cli
api
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---
name: qwen-delegation
description: "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."
allowed-tools: "qwen-cli delegation_executor.py"
category: ai-agents-and-harness
source_repo: athola/claude-night-market
source_path: "plugins/conjure/skills/qwen-delegation/SKILL.md"
source_url: https://github.com/athola/claude-night-market/blob/HEAD/plugins/conjure/skills/qwen-delegation/SKILL.md
---
## Table of Contents
- [Overview](#overview)
- [When to Use](#when-to-use)
- [Prerequisites](#prerequisites)
- [Quick Start](#quick-start)
- [Smart Delegation](#smart-delegation)
- [Qwen-Specific Details](#qwen-specific-details)
# 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
pip install qwen-cli
# Verify installation
qwen --version
# Check authentication
qwen auth status
# Login if needed
qwen auth login
# Or set API key
export QWEN_API_KEY="your-key"
```
**Verification:** Run `python --version` to verify Python environment.
## Quick Start
### Using Shared Delegation Executor
```bash
# Basic file analysis
python ~/conjure/tools/delegation_executor.py qwen "Analyze this code" --files src/main.py
# With specific model
python ~/conjure/tools/delegation_executor.py qwen "Summarize" --files src/**/*.py --model qwen-max
# With output format
python ~/conjure/tools/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 based on requirements
python ~/conjure/tools/delegation_executor.py auto "Analyze large codebase" \
--files src/**/* --requirement large_context
```
## Qwen-Specific Details
For Qwen-specific models, CLI options, cost reference,
and troubleshooting, see `modules/qwen-specifics.md`.
## Exit Criteria
- [ ] `qwen --version` and `qwen auth status` (or `QWEN_API_KEY` env var set) both exit 0
before any task is delegated; missing installation or failed authentication is reported
and stops execution.
- [ ] 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.
---
**Source:** [`athola/claude-night-market`](https://github.com/athola/claude-night-market) → `plugins/conjure/skills/qwen-delegation/SKILL.md`