Transcribes local audio into Markdown with Gemini 3.5 Transcribe, including speaker labels and provider timestamps. Use for interviews, meetings, lectures, podcasts, voice notes, and similar recordings.
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Layered technical-writing standard: Diátaxis structure, Google developer style sentences, STE instruction rules, Global English syntax. Use for /skill:technical-writing or when writing or reviewing docs, RFCs, readmes, PR descriptions, or commit messages.
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实测评分 未实测
查看安装方法安装前可以查看交给 AI 代理的指令内容。
The goal is writing a tired engineer understands on the first read. Four layers get you there, one question each: what kind of document is this, how do sentences address the reader, how much does each sentence carry, and can any sentence be read two ways. Apply all four.
Three rules sit above the layers:
The codebase is the word list. Write the real symbol, file, flag, or command name, not a synonym or a description of it.
Don't invent jargon. Use the words a developer would say out loud: "move", "delete", "a budget that only decreases", not "evacuate", "ratchet", or "endgame". A named pattern is fine when the doc says what it means the first time. Add recurring offenders to deslopify's editing checklist with a plain replacement.
The layers decide what a document says and how much each sentence carries. A doc can obey all of them and still read machine-written: every sentence clipped short, no view anywhere, nothing specific.
One document, one mode. Two questions pick it: does the content inform action (doing) or understanding (thinking), and does it serve learning or work?
Use the compass on a whole document or on one sentence. Reach for it whenever you feel unsure what you are writing. Gut feel is often wrong here.
Tutorial: learning by doing. You are the teacher. The learner's success is your job, not theirs. Open by saying what the learner will build, not what they will "learn". Every step produces a visible result, early and often. Tell them what they should see: the expected output, the prompt change, the log line. Cut explanation to one clause and a link. Teaching pauses break the lesson. Stay concrete. Write as "we", in commands: "First, do x. Now, do y."
How-to: steps to a goal. Solve a problem a person has, not an operation the machine can perform. Assume competence. Skip teaching. Action only: no digressions, no background, no completeness for its own sake. Link those instead. Allow forks and judgment: "If you want x, do y." Name the guide by the task: "How to calibrate the radar array", not "Radar array calibration".
Reference: facts for lookup. Describe. Only describe. No instruction, no persuasion, no opinion. Be dry, complete, and sure: state facts, options, limits, and errors with no hedging. Mirror the structure of the thing described, so code and docs can be navigated together. Put material where readers expect it. Generate from code where possible, so it stays true.
Explanation: understanding and why. One bounded topic, readable away from the product. Each title should tolerate an implicit "About..." in front. Anchor on a real why question. Give context: design decisions, history, constraints, alternatives. Opinion is allowed here and nowhere else.
Don't mix modes: no reference tables inside a tutorial, no tutorial hand-holding inside reference, no arguing inside a how-to. Split and link instead.
Source: diataxis.fr, fetched 2026-07-18.
Source: developers.google.com/style, fetched 2026-07-18.
Source: asd-ste100.org (Issue 9, 2025), fetched 2026-07-18. The numbered rules and dictionary live in the spec PDF. The principles above are the transferable core.
Source: Kohl, The Global English Style Guide (SAS Press). Guideline text fetched from the Internet Archive and the SAS sample chapter, 2026-07-18.
Before:
Configuration of the proto import ratchet budget script parameters is performed via budget.json. Note that it's important to remember that running with --write, which updates the committed budget to reflect the current count, should only be done when lowering it. If exceeded, CI fails.
After:
budget.mjsreads the committed budget frombudget.jsonand counts the files that import protos. If the count exceeds the budget, CI fails. Runbudget.mjs --writeonly to lower the budget.
The fixes, by layer: "configuration is performed" becomes "budget.mjs reads", so someone does something (Google). "Ratchet" goes away. The script's real filename does the naming (jargon rule). The five-noun string breaks up into plain clauses (Global English). The hedge "note that it's important to remember" is deleted (cut every word that does no work). The failure condition moves ahead of the step it explains (STE). The buried "should only be done when lowering" becomes a command with "only" next to its verb (STE). "If exceeded" gets a subject: the count (Global English).
Apply to any prose this skill covers. Item 1 applies only to document sets:
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Transcribes local audio into Markdown with Gemini 3.5 Transcribe, including speaker labels and provider timestamps. Use for interviews, meetings, lectures, podcasts, voice notes, and similar recordings.
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Design engineering principles for making interfaces feel polished. Use when building UI components, reviewing frontend code, implementing animations, hover states, shadows, borders, micro-interactions, enter/exit animations, choosing or reviewing icons, or any visual detail work. Triggers on UI polish, design details, "make it feel better", "feels off", stagger animations, theme switch transitions, border radius, optical alignment, image outlines, box shadows, icons, icon stroke weight, icon states, motion restraint.
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Explores and validates a feature, component, workflow, or behavior change before implementation. Use when work needs clarified intent, compared approaches, and an approved direction.
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Restates the previous response in plain, concise language. Use only when the user invokes bro or explicitly asks for a simpler explanation.
中文简介正在准备中。当前显示原文说明。
Generates or edits raster images through OpenAI's Image API. Use for text-to-image work, reference-based edits, masks, transparent assets, and product or editorial visuals.
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Applies language-neutral engineering standards when writing or reviewing code, especially around boundaries, failures, domain models, dependencies, tests, and type safety.
中文简介正在准备中。当前显示原文说明。