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Improve Human Writing Guide

Community
msimchowitz
improve-human-writing-guide

Create, revise, audit, compile, and publish human-readable writing guides while keeping them separate from agent-facing skills. Use for the bundled human writing guide, other LaTeX or PDF writing manuals, or requests to turn writing-skill knowledge into instructions for people. Includes corpus-based voice matching, ordered Humanizer and general-writing passes, rendered-PDF verification, README maintenance, and the required named top-level PDF publication step.

Overview

Publishermsimchowitz
Repositorywriting-skills
Skill nameimprove-human-writing-guide
Stars
67
Forks
4
Bundled files
2
LicenseMIT
Links
  • 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.

  • 2 bundled files

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

  • Open source

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

Installation

Install the Improve Human Writing Guide 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/msimchowitz/writing-skills/tree/main/for-agents/improve-human-writing-guide
  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/msimchowitz/writing-skills.git /tmp/writing-skills
mkdir -p .claude/skills
cp -r /tmp/writing-skills/for-agents/improve-human-writing-guide .claude/skills/improve-human-writing-guide
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Improve Human Writing Guide 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 Improve Human Writing Guide 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 Improve Human Writing Guide 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.

Improve Human Writing Guide

Write for people. Keep the guide's prose and examples in the human-facing project; keep agent procedures in this skill.

Load Only The Relevant Guidance

  1. Read the target guide in full, including its source, README, and current rendered PDF.
  2. Read Humanizer, then general-writing and its evaluation checklist.
  3. When the guide concerns research papers, read sentence-style.md and group-paper-conventions.md.
  4. When the guide contains an abstract, read the sibling abstract-writing skill and revise the abstract for understanding rather than section-by-section coverage.
  5. When the guide covers another domain, read that sibling skill and only the references needed to understand its substantive conventions.
  6. Read representative source artifacts from the user's corpus. Treat those artifacts as stronger voice evidence than generic style rules.
  7. For the bundled research-paper guide, read bundled-paper-guide.md before editing its source, citations, template chapter, or published PDFs.

Inspect ../../for-humans/human-writing-guide/ only for an explicit request to create, revise, compile, or review that human-readable guide.

Keep Human And Agent Instructions Separate

  • Do not add SKILL.md to a human-guide directory.
  • Do not write routing, tool-use, or context-loading instructions into the human guide.
  • Keep a prominent README notice that the guide is for people and is not an agent skill.
  • Allow paper-writing to point to the guide or consult a relevant chapter for an explicit template-use, teaching, or human-instruction request. This companion relationship does not turn the guide into a skill.
  • Store reusable agent workflow in this skill. Translate the substantive advice into natural prose for the guide.
  • Treat suggested wording as guide work even when no file changes. Run the ordered Humanizer and general-writing passes before returning it.

Revise From Evidence

  1. Identify the guide's reader and the decision each section should help that reader make.
  2. Compare the guide with the selected corpus. Record recurring sentence shapes, transitions, section conventions, examples, and punctuation.
  3. Compare contributor notes or another guide with the existing guide before adding anything. Merge repeated advice into the strongest existing passage or checklist item, and remove wording the new source supersedes. Add a section only for a new reader decision, worked example, or substantive rule. Do not preserve a source's tab or heading structure when doing so would duplicate the guide.
  4. Audit the guide for factual gaps, unsupported prescriptions, duplication, and advice that conflicts with the corpus.
  5. When source notes give a draft and feedback but no finished revision, label any reconstructed revision as a teaching edit. Keep context-specific claims inside the example until the evidence supports a general rule.
  6. Credit contributors at the appropriate granularity while keeping private source files outside the repository.
  7. Run Humanizer in embedded mode as a broad pattern pass.
  8. Audit the title and any subtitle as their own writing layer. Do the same for the abstract, every section and subsection heading, caption, callout title, table or figure label, and other reader-visible display text. Read each element with the material it frames instead of assuming the body-prose pass caught it.
  9. Apply general-writing afterward as the final house-style pass. Restore any technical distinction or personal cadence that Humanizer flattened.
  10. Pay particular attention to abstract wrappers such as "the X behind Y," non-question clauses such as "what X does" and "how Y works," list-packed prose, long decorative lists, rule-of-three phrasing, canned contrasts, signposting, metaphorical headings, and readerless corporate shorthand such as assigning prose a job, ownership, or responsibility. Replace that shorthand with the precise effect on the intended reader.
  11. Keep complete taxonomies, theorem assumptions, experimental axes, and checklists when the full set matters.
  12. Preserve the existing template, preamble, source organization, citations, and technical claims unless the user requests a structural change.

Document A LaTeX Template From Its Source

When a guide explains a concrete template:

  1. Read the actual entry point, include order, style files, macros, and examples that use them. Do not infer an interface from a command's name.
  2. State the exact environment and command names. Distinguish supported commands from inherited helpers that require project-specific definitions.
  3. Explain build-mode behavior, including what each toggle changes and what a venue style must supply.
  4. Cover theorem and reference environments, semantic colors, method-name fonts, author-edit commands, algorithms, notation helpers, and public title metadata when the template provides them.
  5. Include short source examples that compile under the current template.
  6. Name hazards directly, such as macros hidden by a clean-build option, logo-dependent metadata, nonuniform legacy aliases, and packages loaded in only one build mode.
  7. Re-audit the chapter when the preamble changes. The source is authoritative; the prose must not describe an interface the template no longer has.

When the guide draws structural or stylistic claims from papers, add source-paper citations near their first substantive use. Verify the title, authors, year, arXiv identifier, and current version against arXiv metadata. Keep the BibTeX in the guide's bibliography and compile until every citation is resolved.

Build And Inspect The Guide

For every LaTeX guide, keep a descriptive <guide-name>-main.tex entry point in the outermost guide directory. Compile to a named PDF under build/, then publish the matching <guide-name>-main.pdf in that outermost directory. Never use main.tex or main.pdf as the canonical artifact name.

For the bundled LaTeX guide, work from ../../for-humans/human-writing-guide/ and compile after every meaningful source change:

sh
latexmk -g -pdf -interaction=nonstopmode -halt-on-error \
  -outdir=build human-writing-guide-main.tex

Require a successful exit. Check build/human-writing-guide-main.log for LaTeX errors, undefined references or citations, and overfull boxes. Fix every overfull box introduced by the change. Confirm the page count with pdfinfo.

Render the completed PDF and inspect every page:

sh
mkdir -p build/rendered
pdftoppm -png -r 120 build/human-writing-guide-main.pdf build/rendered/page

Check margins, page breaks, headings, tables, examples, headers, footers, and the table of contents at normal reading size. Recompile after any correction.

Always Publish The Named PDF

After the final successful compile, always replace the named top-level PDF with the completed build:

sh
cp build/human-writing-guide-main.pdf human-writing-guide-main.pdf
cmp -s build/human-writing-guide-main.pdf human-writing-guide-main.pdf

human-writing-guide-main.pdf must live directly in the outermost human-guide directory, not only inside build/. Do not finish while the top-level PDF is stale or missing. Keep the named build PDF in place so the build directory remains inspectable.

Finish The Review

  1. Read the rendered text at speaking pace.
  2. Re-run the Humanizer pattern audit without accepting generic edits automatically.
  3. Run the complete general-writing evaluation and fix every failed check.
  4. If the guide has an abstract, compare it with the final guide and confirm that it represents the main points as one reader-facing argument rather than a section inventory or an earlier draft.
  5. Confirm that the README names the editable entry point, canonical PDF, build command, and publication step.
  6. Run python3 scripts/validate-repo.py from the repository root when the guide belongs to this writing-skills repository.
  7. Report the final PDF path, page count, build result, and any inherited template warnings.

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 Improve Human Writing Guide AI skill do?

Create, revise, audit, compile, and publish human-readable writing guides while keeping them separate from agent-facing skills. Use for the bundled human writing guide, other LaTeX or PDF writing manuals, or requests to turn writing-skill knowledge into instructions for people. Includes corpus-based voice matching, ordered Humanizer and general-writing passes, rendered-PDF verification, README maintenance, and the required named top-level PDF publication step.

Why use Improve Human Writing Guide on TypingMind?

Because you install it once and use it with any model. Improve Human Writing Guide 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 Improve Human Writing Guide in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/msimchowitz/writing-skills/tree/main/for-agents/improve-human-writing-guide. 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 Improve Human Writing Guide?

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 Improve Human Writing Guide?

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

Is the Improve Human Writing Guide AI skill free?

Yes. It is published on GitHub by msimchowitz 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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