Qwen CLI delegation workflow implementing delegation-core for Alibaba's Qwen models.
Scanned 2/12/2026
Install via CLI
openskills install athola/claude-night-market---
name: qwen-delegation
description: Qwen CLI delegation workflow implementing delegation-core for Alibaba's Qwen models.
category: delegation-implementation
tags: [qwen, cli, delegation, alibaba, large-context]
dependencies: [delegation-core]
tools: [qwen-cli, delegation-executor]
usage_patterns:
- qwen-cli-integration
- large-context-analysis
- bulk-processing
complexity: intermediate
estimated_tokens: 600
progressive_loading: true
modules:
- modules/qwen-specifics.md
references:
- delegation-core/shared-shell-execution.md
---
# Qwen CLI Delegation
## Overview
This skill implements `conjure:delegation-core` for the Qwen CLI using shared delegation patterns. It provides Qwen-specific authentication, quota management, and command construction.
## 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
## 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"
```
## Delegation Flow
Implements standard delegation-core flow with Qwen specifics:
1. `qwen-delegation:auth-verified` - Verify Qwen authentication
2. `qwen-delegation:quota-checked` - Check Qwen API quota
3. `qwen-delegation:command-executed` - Execute via Qwen CLI
4. `qwen-delegation:usage-logged` - Log Qwen API usage
## 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
```
## Shared Patterns
This skill uses shared infrastructure from delegation-core:
- **Shell Execution**: See `delegation-core/shared-shell-execution.md`
- **Authentication**: Standard CLI authentication patterns
- **Quota Management**: Unified quota tracking
- **Usage Logging**: Centralized usage analytics
## Qwen-Specific Details
For Qwen-specific models, CLI options, cost reference, and troubleshooting, see `modules/qwen-specifics.md`.
## Exit Criteria
- Authentication confirmed working
- Quota checked and sufficient
- Command executed successfully using shared infrastructure
- Usage logged for tracking with unified analytics
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