Qwen

Build a local interactive interface for exploring calculations, simple simulations, and weighted comparisons. Adjust inputs to see how results change, with visible formulas, units, and assumptions that explain what the numbers mean.

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• Exploring how input values change a calculation
• Comparing options with adjustable scoring weights
• Estimating capacity with a simple worker model

Explore an existing Vitest 3.2 JSON test report to count results, search failed tests, and inspect file errors. Review original diagnostic details and keep tentative explanations separate from evidence, without launching tests.

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• Check failure counts in an existing test report
• Search failures by file path or diagnostic text
• Inspect file errors separately from failed assertions

Turn a vague request into a goal with one outcome, verifiable completion checks, boundaries, a stopping agreement, and instructions for blockers. It drafts the objective for review without starting the work described.

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• Turning a vague intention into a verifiable goal
• Tightening the completion checks of an existing goal
• Defining boundaries and a stopping agreement

Compare repository documentation with current code, tests, and settings to find missing, incorrect, or outdated guidance. Update affected pages, prioritize problems that block readers, and check examples and navigation for consistency.

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• Find outdated setup instructions
• Document existing features that lack guidance
• Check settings and command examples against code

Coordinate a small Qwen Code team using shared tasks and peer messages. Read-only teammates investigate separate questions, while an optional single writer implements changes in a separate Git worktree for review and verification.

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• Split an investigation into clearly owned tasks
• Resolve conflicting findings through teammate messages
• Pass accepted research to a single implementation writer

Investigate growing memory usage in Qwen Code CLI by comparing heap snapshots, records of objects in memory. Trace what keeps objects alive, identify likely causes, and repeat the workload to verify a fix.

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• Investigating steadily growing memory usage
• Tracing references that keep objects alive
• Finding growing arrays, caches, or event listeners

Scan repository documentation, tests, and code for small, well-supported problems, then apply minimal fixes on one branch. Verify each fix before committing it separately, and record larger findings for reporting.

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• Running scheduled repository maintenance
• Finding small issues in documentation, tests, and code
• Collecting separately verified fixes on one branch

Delegate code exploration, feature development, bug fixes, and reviews to Qwen Code through acpx, a command-line client for communicating with agents. Use ongoing sessions, separate task sessions, and structured output to coordinate development work.

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• Asking questions about an unfamiliar codebase
• Creating projects and adding features
• Investigating bugs and failing tests

Reproduce a Codex or Claude Code feature in Qwen Code or another command-line agent. Capture requests, terminal output, and state changes, then use that evidence to implement focused behavior and add a verification path.

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• Reproduce an existing agent's slash command
• Inspect request formats and tool definitions
• Compare terminal output and saved state

Create a functional application prototype from an initial idea. The workflow covers requirements, technology choices, plan approval, project setup, implementation, visual assets where needed, build verification, and instructions for starting the result.

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• Building a website prototype from an idea
• Creating an initial mobile or desktop application
• Developing a playable 2D or 3D game prototype

Operate Chrome from Qwen Code to navigate pages, click controls, fill forms, and capture screenshots. It can work with existing tabs or new ones, using page structure and visual controls to carry out browser tasks.

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• Navigating and clicking through pages in Chrome
• Filling in web forms
• Continuing work in an existing browser tab

Build a custom branded Qwen Code desktop package from its Tauri shell using a brand identifier and local logo. Apply app naming, icons, and startup screen changes, then report generated installers and their verification hashes.

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• Create a desktop client with a company name and logo
• Build an installer for a supported operating system
• Configure a separate update feed for a branded app

Stabilize a test that fails and then passes on the same commit. Apply a minimal fix to timing, randomness, clock behavior, or shared resources while preserving assertions, then verify it through repeated runs.

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• Fixing tests that pass only after a rerun
• Improving timeout budgets and condition-based waiting
• Making clock-dependent or random tests deterministic

Compare a feature implemented in Qwen Code with Codex or Claude Code under the same scenario. Capture communication and terminal records, inspect tool definitions and outputs, and guide fixes toward matching observable behavior.

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• Checking a reproduced feature against its reference agent
• Comparing tool definitions and required arguments
• Investigating differences in terminal output

Diagnose frozen or slow Qwen Code sessions on the current machine by checking CPU and memory usage, process states, child processes, network connections, and debug logs. Receive a diagnostic report with suggested next steps, without stopping processes.

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• Investigating an unresponsive Qwen Code session
• Diagnosing a specific process by PID
• Checking high CPU or memory usage

Explore code structure and history using an index of code relationships and meaning-based search. Trace calls, assess change impact, find likely bug locations, generate architecture reports, and review pull requests for risk and conflicts.

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• Tracing function calls and change impact
• Investigating code locations related to a GitHub issue
• Generating architecture reports and class diagrams

Investigate difficult bugs through explicit hypotheses, targeted logs, and repeated checks against actual data. Keep an investigation journal to track findings, examine environment differences and leftover state, and confirm the root cause before applying a fix.

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• Investigate a bug that survived an initial fix
• Trace tests that fail intermittently
• Compare local behavior with a user's report

Design charts, maps, and dashboards around the question readers need answered. Choose suitable chart forms, communicate findings through titles and labels, and check custom colors with a local palette validator to support clear visual distinctions.

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• Choose a chart type for comparisons or trends
• Improve dashboard layout and number formatting
• Check a custom chart palette

Get answers about Qwen Code usage, features, configuration, and troubleshooting from its official documentation. The skill also helps inspect and edit user or project settings files when configuration changes are requested.

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• Learning Qwen Code features and commands
• Checking how to configure MCP server connections
• Reviewing or changing settings.json

Find unused components, files, translation keys, and other unnecessary code across a codebase. Document every consumer and removal impact in a tracking issue, then turn one maintainer-approved candidate into a focused pull request.

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• Periodically checking for accumulated unused code
• Finding orphaned translation keys
• Recording removal candidates and their impact in an issue

Review local code changes with git diff and update the matching pages under docs/. Keep commands, settings, examples, and navigation aligned with current behavior so readers can understand the changes without reading the code.

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• Documenting uncommitted feature changes
• Updating setup instructions after a refactor
• Replacing outdated commands and configuration examples

Prepare shared instructions for translating, rewriting, or extracting information from many independent files, then submit a plan through the DashScope Batch API. Processing runs asynchronously at half the realtime list price and delivers new files later.

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• Translate many documents using shared terminology
• Rewrite independent files into a consistent format
• Extract structured data from a collection of files

Write Workflow scripts that divide research, reviews, or migrations among agents. The reference explains parallel and staged processing, independent verification, failure handling, budgets, and resuming runs so the script has a clear execution structure.

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• Design a review workflow with independent verification
• Divide broad research among agents and combine findings
• Plan staged processing for a large migration

Review recent code changes for duplication, maintainability, and wasted work, then apply straightforward improvements. The workflow combines three parallel reviews, prioritizes small, low-risk fixes, and checks the edited code with relevant tests or project checks.

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• Cleaning up code after implementation
• Polishing changes before opening a pull request
• Reducing duplication in recent changes