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Operational guide for the NV oOS Dictation desktop companion app (Tauri v2 + Rust, examples/nvoos-dictate) — build/run on Windows/MSVC, the local-first engine track (parakeet/whisper/fastconformer/moonshine/silero-vad), the embedded remote-STT fallback, the Stage-2 polish provider track (disabled/openai_compat/nvoos plus local LM Studio and Ollama), the file/media decode seam (Symphonia 0.5), the live camera + local object-detection/tracking track (Proposals 073 + 075) with an opt-in VLM label-polish layer (Proposal 076), the CDP browser-control agent (feature agent) + FastConformer engine + NV oOS multi-SPA hub, model registry + verification harnesses, the plugins.updater boot-crash config rule, and the full test/clippy gate matrix. Use when building, extending, or debugging the dictation app, adding an engine/model, a polish provider, the browser agent, file/video transcription, camera/vision detection, or VLM relabeling.

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将语音输入或长篇随想整理为目标、决定和待解问题，同时保留中途改变的方向与暂缓话题。单独列出智能体的推测，在开始工作前确认理解。

• 整理通过语音表达的构想
• 开始工作前确认需求理解
• 收集跨多条消息的想法

Build a single HTML visualizer for particles, fractals, simulations, or data. It moves heavy calculations into a Web Worker, a background browser process, and draws on a canvas while targeting smooth 60fps rendering.

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• Prototyping a particle or physics simulation
• Visualizing Mandelbrot or Julia fractals
• Building an audio or data visualizer

Plan study sample sizes, estimate statistical power—the chance of detecting an assumed effect—and find the smallest detectable effect. Supports standard tests and simulations for complex designs, with sensitivity analyses and sample size justifications.

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• Estimating participant or sample counts before data collection
• Finding the smallest effect detectable with a fixed sample
• Preparing sample size justifications for grants or protocols

Review marketing pages to identify barriers to signups, purchases, or inquiries. Get prioritized recommendations, alternative headlines and button text, and ideas for A/B tests that compare two page versions.

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• Reviewing a landing page with few signups
• Clarifying plan choices on a pricing page
• Improving article links to downloads or inquiries

Write and review interface text, including button labels, error messages, empty screens, and onboarding instructions. Get recommended wording, alternatives, and explanations tailored to the user's situation, tone, and character limits.

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• Choosing clear button labels
• Rewriting error messages with recovery steps
• Guiding users through empty screens

Review marketing pages to find obstacles to signups, purchases, or inquiries. Assess headlines, action buttons, trust signals, and usability, then provide prioritized fixes, alternative wording, and hypotheses for comparing page versions through A/B tests.

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• Finding reasons a landing page gets few signups
• Improving plan comparisons on a pricing page
• Matching page messaging to incoming ads

Sort out other people's expectations from actual commitments, reflect on anger, and review living costs against income. This skill helps you examine personal boundaries and the financial room needed to turn down unwanted work.

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• Sorting expectations from commitments
• Reflecting on situations that trigger anger
• Reviewing living costs before changing jobs

Write and review interface text, including button labels, error messages, empty screens, and onboarding instructions. Get recommended wording, alternatives, and explanations tailored to the user's situation, tone, and character limits.

中文简介正在准备中。当前显示英语简介。

• Choosing clear button labels
• Rewriting error messages with recovery steps
• Guiding users through empty screens

Prepare detailed reports before company earnings announcements. Organize market expectations, company guidance, key performance measures, possible outcomes, and questions for management, with clear source timestamps and explicit gaps in the available evidence.

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• Prepare a full report before an earnings announcement
• Compare market expectations with company guidance
• Frame bullish, base, and bearish outcomes

Structure a page with a centered outer frame and inset inner sections. Use visible boundaries, corner markers, backgrounds, borders, and rounded corners to distinguish content levels while keeping spacing consistent and text readable.

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• Establishing visible boundaries for a page
• Separating hero, feature, proof, and CTA sections
• Aligning inset spacing across content blocks

Turn rambling dictation or transcribed voice memos into concise prompts for Claude Code. Remove filler and repetition, then organize the project context, goal, constraints, and expected deliverables while preserving the original requirements.

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• Turning transcribed voice memos into prompts
• Organizing requirements from long dictation
• Removing repeated phrases and filler words

Review a landing page from a URL or screenshot to assess headlines, action buttons, trust signals, and mobile usability. Get specific copy suggestions and a prioritized plan for addressing barriers to signups or purchases.

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• Reviewing a landing page before running ads
• Improving headlines and signup buttons
• Finding barriers for mobile visitors

Analyze competitor landing pages from URLs or screenshots to understand their audience, promises, and messaging. Receive a structured score, concrete strengths and weaknesses, and recommendations for differentiating your own positioning and calls to action.

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• Researching competitor landing pages
• Comparing headlines and calls to action
• Finding opportunities to differentiate your messaging

Review landing pages alongside Google and Meta ads to identify mismatched promises, unclear calls to action, and burdensome forms. Get specific recommendations for headlines, offers, and the content visitors see before scrolling.

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• Investigating falling conversion rates with stable ad metrics
• Reviewing landing pages before a campaign launch
• Developing hypotheses for landing page A/B tests

MATLAB and GNU Octave numerical computing for matrix operations, data analysis, visualization, and scientific computing. Use when writing MATLAB/Octave scripts for linear algebra, signal processing, image processing, differential equations, optimization, statistics, or creating scientific visualizations. Also use when the user needs help with MATLAB syntax, functions, or wants to convert between MATLAB and Python code. Scripts can be executed with MATLAB or the open-source GNU Octave interpreter.

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[omh] Dictated voice note about project work or status: terse voice and mobile-style requests - turn short spoken-style asks into clarify, plan, status, handoff, or confirmation actions. Use when the user says: voice-operator, voice operator, voice-first, voice command, mobile command, short command, dictated command, dictated request.

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Work out which part of the octane monorepo owns an unfamiliar failure or task. Use when the area is unclear, before picking a more specific skill.

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Audit or defend Octane performance. Use when a change can affect per-render, per-node, scheduling, compiler-output, SSR, hydration, or bundle cost, or when asked whether something is fast enough. Holds the V8-shape, DOM, and scheduling rules hot-path code must follow.

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Write a new Octane component in .tsrx, convert JSX to .tsrx, or add scoped <style> blocks and themes. Use when creating a .tsrx file rather than editing one, because the path-scoped tsrx-authoring rule only fires once such a file is open.

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Open a pull request for octane work. Load before creating the branch, commit, changeset, or PR, including when opening a PR is the tail step of a task that was about something else.

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Audit one, several, or all existing Octane bindings; implement selected maintenance findings or remove redundant copied files with evidence matched to source ownership. Use for binding updates, lifecycle fixes, dependency or metadata maintenance, and convenience-import requests.

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Work a GitHub issue in the octane repo. Use when given an issue number or link. Fetches the issue, classifies the owning area, and plans the fix.

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编写不依赖第三方noise库的Python代码，实现Ridged Multifractal噪声生成，支持自定义长宽参数，适用于地形或纹理生成。

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