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Ieee Polishing

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CloudWave818
ieee-polishing

Polish, translate, diagnose, and restructure technical manuscript text into IEEE-style academic English using routed failure-mode guidance. Use for IEEE abstracts, introductions, related work, methods, experiments, conclusions, figure captions, rebuttals, Chinese-to-English technical writing, AI-like or template-like academic prose, and engineering prose that needs clearer problem logic, contribution framing, method rationale, evidence discipline, natural author voice, or reviewer-ready wording.

Overview

PublisherCloudWave818
Repositoryieee-skills
Skill nameieee-polishing
Stars
405
Forks
22
Bundled files
27
LicenseMIT
Links
Skill sourceRepository
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 27 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by CloudWave818 on GitHub. Read the source before you install it.

Installation

Install the Ieee Polishing AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/CloudWave818/ieee-skills/tree/main/skills/ieee-polishing
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/CloudWave818/ieee-skills.git /tmp/ieee-skills
mkdir -p .claude/skills
cp -r /tmp/ieee-skills/skills/ieee-polishing .claude/skills/ieee-polishing
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Ieee Polishing in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Ieee Polishing on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Ieee Polishing is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

IEEE Polishing Router

Use this skill for IEEE-style language and logic polishing. Polishing means repairing both prose and technical argument structure.

Do not polish only from memory. Follow the routing protocol and load the selected fragments.

Routing Protocol

  1. Read manifest.yaml.
  2. Read every file listed under always_load.
  3. Detect the axes:
    • section: title / abstract / introduction / related-work / method / experiments / conclusion / caption / response / standalone.
    • language: en / zh-to-en.
    • failure_mode: vague-claims / unsupported-novelty / weak-contribution / poor-method-rationale / chinglish / result-underreporting / ai-like-prose.
    • polish_depth: light / standard / structural.
  4. State the detected axes in one short line before editing.
  5. Load only the matching fragments.
  6. Polish with this priority order:
    • preserve facts,
    • repair IEEE engineering logic,
    • align with section purpose,
    • apply failure-mode repair,
    • improve sentence-level English.

Red Lines

Do not invent numerical results, datasets, baselines, citations, equations, algorithms, or claims.

Do not hide a missing-evidence problem behind fluent English. Flag it.

Do not over-polish into Nature-style broad-interest prose. Keep IEEE direct, technical, and verifiable.

Output Contract

Default: return the polished text first, then a short Notes block only when you made structural repairs or the text still needs evidence.

For intensive editing requests, return a table with Issue | Revision | Reason.

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Ieee Polishing AI skill do?

Polish, translate, diagnose, and restructure technical manuscript text into IEEE-style academic English using routed failure-mode guidance. Use for IEEE abstracts, introductions, related work, methods, experiments, conclusions, figure captions, rebuttals, Chinese-to-English technical writing, AI-like or template-like academic prose, and engineering prose that needs clearer problem logic, contribution framing, method rationale, evidence discipline, natural author voice, or reviewer-ready wording.

Why use Ieee Polishing on TypingMind?

Because you install it once and use it with any model. Ieee Polishing is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Ieee Polishing in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/CloudWave818/ieee-skills/tree/main/skills/ieee-polishing. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Ieee Polishing?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Ieee Polishing?

As many as you like. As long as a model supports skills, you can use Ieee Polishing with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Ieee Polishing AI skill free?

Yes. It is published on GitHub by CloudWave818 under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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