qwenBuild and route Qwen chat, coding, reasoning, and vision workflows across hosted and self-hosted endpoints with safer debugging.
Install via ClawdBot CLI:
clawdbot install ivangdavila/qwenRequires:
Grade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://clawic.com/skills/qwenAudited Apr 17, 2026 · audit v1.0
Generated Mar 21, 2026
A global e-commerce platform uses hosted Qwen APIs to handle customer inquiries in multiple languages, routing chat requests to the nearest regional endpoint for low latency. The agent ensures reliable JSON-structured responses for ticket categorization and integrates with existing CRM tools via strict schemas.
A software development team leverages self-hosted Qwen via Ollama on-premises to generate and review code snippets, ensuring privacy and cost control. The skill routes coding workloads to optimized local servers, with tool-calling guardrails to validate structured outputs before execution.
A healthcare research institution uses self-hosted Qwen for reasoning and analysis of sensitive patient data offline, avoiding external data transmission. The agent manages deployment paths to balance operational overhead with strict privacy requirements, using local logs for debugging without exposing data.
An edtech company employs hosted Qwen vision endpoints to generate interactive learning materials from images and text, routing multimodal requests to appropriate APIs. The skill handles failure recovery and model verification to ensure consistent output quality for educational workflows.
A financial services firm uses Qwen for deterministic JSON output to automate report generation from unstructured data, with strict schemas and low temperature settings. The agent compares hosted versus self-hosted options for speed and cost, ensuring compliance by keeping sensitive data local when needed.
Offer hosted Qwen access through a subscription platform, charging users based on API call volume or tiered plans. Revenue is generated from managed endpoints with added value like routing optimization and troubleshooting support, targeting businesses needing reliable AI without infrastructure management.
Sell licenses for self-hosted Qwen deployments, including support for local servers like vLLM or Ollama. Revenue comes from one-time license fees or annual maintenance contracts, appealing to organizations with strict data privacy or offline requirements.
Provide consulting services to help clients integrate Qwen into existing workflows, offering customization for specific industries like healthcare or finance. Revenue is generated from project-based fees and ongoing optimization services, leveraging the skill's routing and debugging capabilities.
💬 Integration Tip
Start by verifying endpoint availability with minimal health checks before routing workloads, and use environment variables for API keys to maintain security.
Scored Jun 19, 2026
Control desktop applications on Windows — launch, close, focus, resize, move windows, simulate keyboard/mouse input, manage processes, control VSCode, read clipboard, and capture screen info. Use when the user wants to interact with any running program, switch windows, type text, press shortcuts, open files in VSCode, manage running processes, or get system display information.
Conduct rigorous, adversarial code reviews with zero tolerance for mediocrity. Use when users ask to "critically review" my code or a PR, "critique my code", "find issues in my code", or "what's wrong with this code". Identifies security holes, lazy patterns, edge case failures, and bad practices across Python, R, JavaScript/TypeScript, SQL, and front-end code. Scrutinizes error handling, type safety, performance, accessibility, and code quality. Provides structured feedback with severity tiers (Blocking, Required, Suggestions) and specific, actionable recommendations.
Pragmatic coding standards for writing clean, maintainable code — naming, functions, structure, anti-patterns, and pre-edit safety checks. Use when writing new code, refactoring existing code, reviewing code quality, or establishing coding standards.
Claude Code integration for OpenClaw. This skill provides interfaces to: - Query Claude Code documentation from https://code.claude.com/docs - Manage subagents and coding tasks - Execute AI-assisted coding workflows - Access best practices and common workflows Use this skill when users want to: - Get help with coding tasks - Query Claude Code documentation - Manage AI-assisted development workflows - Execute complex programming tasks
Plan, draft, version, and refine written content with enforced versioning and quality audits.
Use when writing tests, creating test strategies, or building automation frameworks. Invoke for unit tests, integration tests, E2E, coverage analysis, performance testing, security testing.