Agent skill

Style Harmonizer

by WILLOSCAR in WILLOSCAR/research-units-pipeline-skills

De-slot and harmonize paper voice across sections/.md without changing meaning or citation keys.

No licenceAuto-check passedResearch & Science

Install Style Harmonizer

skills CLI
$ npx skills add WILLOSCAR/research-units-pipeline-skills --skill style-harmonizer -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install WILLOSCAR/research-units-pipeline-skills style-harmonizer --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/WILLOSCAR/research-units-pipeline-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.codex/skills/style-harmonizer .claude/skills/style-harmonizer && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
style-harmonizer
GitHub stars
513
Token cost
~2.2k tokens
SKILL.md length
1,106 words
Files
2 (incl. scripts)
Skills in repo
107
Repo updated
First seen
Licence
None found

At a glance

De-slot and harmonize paper voice across sections/.md without changing meaning or citation keys.

  • Works in 6 steps: Count-based opener slots (Two… → Reused discourse stems (The key point is… → Same opener cadence across many H3s → …
  • Tasks that involve Citation management
  • SKILL.md covers Triggers & routing, Inputs, Output and Role cards (use explicitly), plus 4 more sections
  • Runs Python scripts from its folder; calls uv

What it does

Style Harmonizer is an agent skill from WILLOSCAR/research-units-pipeline-skills. De-slot and harmonize paper voice across sections/.md without changing meaning or citation keys.

Its SKILL.md is about 2.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including scripts (for example `scripts/run.py`).

It sits in Research & Science, covering Citation management. The repository describes itself as: Research pipelines as semantic execution units: each skill declares inputs/outputs, acceptance criteria, and guardrails. Evidence-first methodology prevents hollow writing…

When your agent uses it

  • Tasks that involve Citation management

Example prompts

  • “/style-harmonizer”

Requirements

  • Python 3

Workflow steps

6 steps, taken from the step headings in SKILL.md.

  1. Count-based opener slots (Two limitations..., Three takeaways...)
  2. Reused discourse stems (The key point is that ...)
  3. Same opener cadence across many H3s
  4. Overview / narration openers ("This section provides an overview ...")
  5. Paragraphs repeatedly starting with connector adverbs (Moreover, In addition, Therefore, Overall, As a result)
  6. Internal shorthand leaking into paper voice ("token(s)" used as a protocol noun)

What it can do on your machine

Read from SKILL.md and the folder at commit c92912a. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 1 file in scripts/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • uv

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md. Its commands use uv, which can reach the network depending on how they are called.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Style Harmonizer loads about 2.2k tokens when it runs. Until then it costs about 29 tokens; SKILL.md has 1,106 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~29
When it runs · the whole SKILL.md, loaded when a task matches
~2.2k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 1,106 words (~2,165 tokens).

“Purpose: remove subtle generator-voice signals that can survive structural gates.”

— opening of SKILL.md by WILLOSCAR
name
style-harmonizer

Read the full SKILL.md on GitHub

Files

SKILL.md and 1 other file (scripts) in .codex/skills/style-harmonizer of WILLOSCAR/research-units-pipeline-skills.

  • SKILL.md
  • scripts/run.py

Open the folder on GitHubat commit c92912a

Compare with similar skills

Style Harmonizer next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Style Harmonizer compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Style Harmonizer this skillWILLOSCAR/research-units-pipeline-skills513—~2.2kAutomated safety check: PassNone
Content Research Writerweapp-tailwindcss/weapp-tailwindcss1.9k25 repos~3.5kAutomated safety check: PassMIT
Systematic Review ScreenerImbad0202/academic-research-skills51k—~8.4kAutomated safety check: PassCustom licence
NetworkxzLanqing/codex-claude-academic-skills4.7k15 repos~3.2kAutomated safety check: PassBSD-3-Clause
Literature Reviewneflibata-feng/MyArxiv-Agent12620 repos~5.9kAutomated safety check: NotesMIT
Openalex Databaseneflibata-feng/MyArxiv-Agent12612 repos~3kAutomated safety check: PassCustom licence

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  • Chapter Lead Writer

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Questions about Style Harmonizer

What does Style Harmonizer do?

De-slot and harmonize paper voice across sections/.md without changing meaning or citation keys. Style Harmonizer is an agent skill from WILLOSCAR/research-units-pipeline-skills.md without changing meaning or citation keys.

When should I use Style Harmonizer?

Style Harmonizer fits situations like: tasks that involve Citation management.

How do I install Style Harmonizer in Claude Code?

Run `npx skills add WILLOSCAR/research-units-pipeline-skills --skill style-harmonizer -a claude-code`. Or copy the skill folder (.codex/skills/style-harmonizer in WILLOSCAR/research-units-pipeline-skills) into .claude/skills/style-harmonizer in your project. Claude Code loads it when a task matches its description.

How do I install Style Harmonizer in Codex?

Run `npx skills add WILLOSCAR/research-units-pipeline-skills --skill style-harmonizer -a codex`. Or copy the skill folder (.codex/skills/style-harmonizer in WILLOSCAR/research-units-pipeline-skills) into .agents/skills/style-harmonizer in your project. Codex loads it when a task matches its description.

Can I use Style Harmonizer in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add WILLOSCAR/research-units-pipeline-skills --skill style-harmonizer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/style-harmonizer, .gemini/skills/style-harmonizer, .github/skills/style-harmonizer and .opencode/skills/style-harmonizer in your project.

What does Style Harmonizer need to run?

Going by SKILL.md and its folder, Style Harmonizer needs Python for the scripts in its folder and the command-line tools its instructions call (uv). Our summary lists: Python 3.

Does Style Harmonizer access the network?

SKILL.md contains no URLs. Its commands use uv, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Style Harmonizer safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Style Harmonizer use?

No licence was found for Style Harmonizer or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Style Harmonizer use?

About 2.2k tokens (SKILL.md is roughly 8.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Style Harmonizer?

Skills that share tags, products or a category with Style Harmonizer: Content Research Writer (weapp-tailwindcss/weapp-tailwindcss, 1.9k stars), Systematic Review Screener (Imbad0202/academic-research-skills, 51k stars), Networkx (zLanqing/codex-claude-academic-skills, 4.7k stars) and Literature Review (neflibata-feng/MyArxiv-Agent, 126 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Style Harmonizer?

WILLOSCAR (a GitHub user) maintains it in WILLOSCAR/research-units-pipeline-skills, which has 513 GitHub stars. The repository holds 107 skills in this directory. The repository was last updated on October 5, 2026.

Source: WILLOSCAR/research-units-pipeline-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.