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Quantum system dynamics simulation with QuTiP
Quy tắc code TypeScript và React cho dự án JDX-Gamers Website (JGameApp). Dùng khi: viết TypeScript (tránh any, strict t...
Search and execute dynamic tools via QVeris API. Use when needing to find and call external APIs/tools dynamically (weat...
Find third-party APIs and connect to them in code to assist users in various fields such as finance, economics, healthca...
Shows the current QE Framework version. Use when asked 'what version', 'qe version', 'show version', or 'check version'.
Publish static or dynamic HTML, websites, and web applications through QW Pages. Use when the user asks to publish, depl...
Prepare Supabase-compatible persistent storage for a dynamic QW Page. Use with qw-pages when a webpage needs database ta...
Tuning rules for Qwen2.5-Coder and general Qwen models.
Comprehensive guide to qwen. Master the concepts, implementation, best practices, and real-world applications of qwen in...
Use QwenLM/Qwen for Qwen model loading, local generation, serving, fine-tuning, quantization, evaluation, system prompts...
Qwen Roadmap Auditor (Prototype)
Qwen Training Data Miner (Prototype)
Transcribe audio files using Qwen ASR. Use when the user sends voice messages and wants them converted to text.
Qwen Cleanup Strategist (Prototype)
Strategic CLI refactoring using Qwen 1.5B for extracting command modules from monolithic main() functions
Provides Qwen Coder CLI delegation workflows for coding tasks using Qwen2.5-Coder and QwQ models, including English prom...
Generating clean syntax maps using Qwen2.5-Coder.
Qwen CLI delegation workflow implementing delegation-core for Alibaba's Qwen models.
Bidirectional Qwen↔Claude task routing with Claude-style thinking — offload worker tasks, escalate complex tasks, unifie...
AI image editing prompting patterns for Qwen-Image (Qwen-Image-Edit-2511 by default, Qwen-Image-2.1 as a non-commercial...
AI image editing prompting patterns for Qwen-Image-Edit. Use when editing photos while preserving identity, reframing cr...
Analyze uncommitted git changes and decide if/when to commit based on WSP 15 MPS
Qwen Google Research Integrator
Coordinate Holo output formatting and telemetry so 0102, Qwen, and Gemma receive exactly what they need.
Generate and edit images with Alibaba Qwen-Image-2.0 models via inference.sh CLI. Models: Qwen-Image-2.0 (fast), Qwen-Im...
Generate images with Alibaba Qwen-Image-2.0-Pro via inference.sh CLI. Professional text rendering, fine-grained realism,...
Adapt model-neutral still-image briefs into Qwen Image 2512 prompts for portraits, general images, exact visible text, c...
Build Qwen Image Edit workflows — model loading, conditioning, LoRAs, prompt patterns, and XY plot testing
为 Qwen-Image 编写和改写生图提示词，区分局部编辑与参考主体创作，处理同人物系列、画幅及原图验收；用户要求生成时连接其已有的 Qwen 图像工作流。不用于下载权重、通用模型运维或其他图像模型。
Load for local Qwen-Image / Qwen-Image-2512 image-generation work — prompt writing, lane and settings selection, negativ...
Understand images, video, and audio using hosted or self-hosted model services through MCP tools. Use for visual questio...
Operate physical hardware (cameras, sensors, lamps, arms, lab equipment) through Model Hardware Standard adapters — mhs_...
Qwen PQN Research Coordinator
Use when changing how suspects are prompted or sampled - Ollama parameters (temperature, num_ctx, keepAlive, maxTokens),...
Qwen Qwen3 — run Qwen3.5, Qwen3, Qwen3-Coder, Qwen2.5-Coder, and Qwen3-ASR across your local fleet. LLM inference, code...
Qwen 3.5 by Alibaba — run Qwen 3.5 (the latest and most capable Qwen model) across your local device fleet. Qwen 3.5 riv...
Strategic planning for YouTube telemetry cleanup and archival
Build Qwen Image 2512 text-to-image workflows — QwenImageIntegratedKSampler, separate component loading, lightning LoRAs...
Use when the user shares, pastes, or references a video (local path or URL) and needs Qwen3.8-Max to describe, summarize...
Use when the user asks to "analyze video", "watch this video", "what happens in this video", "describe this clip", "revi...
Qwen WSP Compliance Auditor
Enhance WSP protocols using Qwen strategic analysis and 0102 supervision. Use when enhancing WSPs, analyzing protocol ga...
General SOP for common requests related to qwen3, 8b, 08.
智能语音转文字助手，基于 Qwen3-ASR 模型，支持实时语音识别和智能文本改写。可以将录音转换为文字，并一键改写成邮件、笔记、社交媒体文案，支持复制、分享和录音拼接。适用于会议纪要、语音备忘、内容创作等多种场景。
Leverages Qwen3 foundation models for text embedding and reranking via multi-stage training combining weakly-supervised...
Adapt voice cues into Qwen3 TTS custom-voice, voice-design, or voice-clone inputs, preserving exact dialogue, language,...
真正的本地语音合成服务，使用 Edge-TTS 引擎，零依赖、零配置、完全离线可用，支持多语言和多种音色
The goal: Qwen3.8 (27B or Flash-Next) using the Claude Code harness as well as it possibly can, guided rather than guess...
Done-gate for any code change by a small model. Run it before saying a change is finished: the brief table for code (the...
How to write a skill that Qwen3.8 (27B or Flash-Next) will actually follow. For the author, not the model. Nine rules wi...
The thinking a small model skips, as steps it must write down: before the first edit, an assumptions table and a three-f...
Routing guide for the built-in QwenWork Connector tools (mcp__qw-builtin__qw_query / mcp__qw-builtin__qw_action). Load O...
Builds instant-loading web applications with Qwik's resumable architecture and fine-grained lazy loading. Use when creat...
Qwik framework resumability, lazy loading, $() suffix, and Qwik City routing. Use when building Qwik apps with instant s...
Qwik is a resumable web framework that delivers instant-loading applications by eliminating hydration. It serializes app...
Generate Qwik components with resumability and TypeScript. Triggers on "create qwik component", "generate qwik file", "q...
Use when modifying or reviewing Qwik core package code under packages/qwik, especially reactive primitives, signals, VNo...
Use when writing, modifying, or reviewing Qwik docs content or docs-site code under packages/docs, including docs routes...
Use when creating, modifying, debugging, or running Qwik Playwright e2e tests under e2e/, including router, adapters, do...
Qwik framework expert including resumability, lazy loading, and optimization
Use when editing Qwik's .ruler guidance, adding or changing rules or skills, keeping AI guidance from going stale, updat...
Use when modifying or reviewing the Qwik optimizer under packages/optimizer, Rust transform code, WASM/NAPI bindings, op...
Use when modifying or reviewing Qwik Router code under packages/qwik-router, including runtime routing, buildtime route...
在本仓库（QWT 7.4.2，Qwt 6.2.0 维护分支）中开发或使用 QWT 绘图库时的导航技能。当任务涉及 src/core、src/plot、src/plot3d、examples、playground、tests 下的代码，或提到...
Fetch real-world asset (RWA) data and proof-of-reserve status from the QXMP Oracle — managing $1.17 trillion in certifie...
Manage GPU compute jobs on the Qizhi (启智) platform using qzcli — a kubectl-style CLI tool. Use when user says "qzcli", "...
R programming - use when working on related tasks
Shortcut for /review - review and score code using the 6-dimension rubric
R statistical programming for data analysis, visualization, and modeling. Use for .r files.
World R Skill
Use when analysing data with R — monthly time series with seasonality, moving averages and outlier detection, tidy data...
Avoid common R mistakes — vectorization traps, NA propagation, factor surprises, and indexing gotchas.
R programming language for statistics
R statistical analysis for publication-ready sociology research. Guides you through phased workflows for DiD, IV, matchi...
Enforce production-quality R code standards. Prevents generic AI patterns through namespace qualification, explicit retu...
Comprehensive R package for command-line interface styling, semantic messaging, and user communication. Use this skill w...
Build command-line apps in R using the Rapp package. Use when creating a CLI tool in R, adding argument parsing to an R...
Use when after installing an R package from a non-CRAN repository (such as r-universe) to confirm the package build is s...
Prepare R packages for CRAN submission by checking for common ad-hoc requirements not caught by devtools::check(). Use w...
Look up an R package's live status on cran.r-project.org - submission/review state (queue, human review, waiting, archiv...
Expert R development for statistical computing, data science, and visualization. Use when writing, reviewing, or refacto...
Expert-level R statistical computing, data analysis, and visualization
Use when after AutoTuner has completed peak identification (TIC analysis), peak isolation, and EIC parameter extraction...
R language guardrails, patterns, and best practices for AI-assisted development. Use when working with R files (.R, .Rmd...
Construct multi-step reasoning benchmarks with interdependent problems to evaluate and improve long-horizon reasoning in...
Implements R package code for surveycore from an approved implementation plan. Three modes: (A) single-session implement...
Guidance for managing R package lifecycle according to tidyverse principles using the lifecycle package. Use when: (1) S...
Use when when working with three-part metabolomics data structures (featuredata matrix, metabolitedata and sampledata da...
Help users write correct R code for async, parallel, and distributed computing using mirai. Use when users need to run R...
Modern R for data analysis and statistics — tidyverse-first (dplyr, tidyr, ggplot2, native |> pipe), with base R and dat...
Use when you have tabular metabolomics data (tab-delimited or Sciex OS format) and need to apply a specialized R package...
Use when when you have raw methylation array data (450K or EPIC format) in .idat files or as a beta-valued matrix and ne...
Run the full R package release gate — regenerate docs, run the test suite, run R CMD check --as-cran, and triage every E...
R package development with devtools, testthat, and roxygen2. Use when the user is working on an R package, running tests...
Use when when you have a functional R package with core statistical or computational logic that needs to be made accessi...
R ggplot2 plotting conventions and theme. Use when creating, modifying, or styling ggplot2 plots in R, or when adjusting...