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Encyclopedic Neutral-Reference Writing

A skill that turns Wikipedia's editing tradition (NPOV, summary style, MoS) into concrete criteria for writing and reviewing neutral wiki reference pages.

Content & WritingAdvanced★ 142⑂ 24AI score 7/10Last updated: Sep 13, 2026

What it does

  • Neutrality (NPOV) checks: never state opinions as facts, require attribution (named subject + source + figure/quote), and strip weasel words like "many experts believe".
  • Due weight: allocate coverage in proportion to prominence in reliable sources and label minority views as such, avoiding false balance.
  • Neutral faction labels: forbid value-laden wording for only one side; unify both on a structural axis ("replacement vs augmentation"), with a localization mapping table for Korean renderings.
  • Wikilink conventions: minimum link density, one link per term per section at first mention, denser links in the lead, human-readable aliases instead of raw slugs, and first-use abbreviation glossing.
  • Roll-up and hub pages: {{Main}} drill-down links, coatrack/scope discipline, spinning off over-long anchor pages, and grouping long connection lists.

Who it's for

  • Teams running an internal wiki, knowledge base, or research hub with multiple writers.
  • Editors and analysts who must cover contested topics without taking sides.
  • Operators of review pipelines for LLM-generated reference documents.

Example uses

  1. Drafting an "AI and employment" issue page: pick symmetric tension-axis headings and attach a named source, date, and figure to each claim.
  2. Rewriting "Many experts believe coastal cities are at risk" into "The IPCC warned of coastal-city risk in its 2021 report."
  3. Auditing a landscape overview: add drill-down links to each subsection and demote repeated wikilinks inside a section to plain text.

· · · Install guide · · ·

Try it now, no install

Paste this into Claude to use the skill without installing anything.

Read the instructions in this file and follow them to help me:
https://raw.githubusercontent.com/alfadur7/llm-wiki-newsroom/HEAD/.claude/skills/encyclopedia-writing/SKILL.md

What I want: (describe your task here)

If Claude can't open the link, open it yourself and paste the contents instead.

↓ If it works for you, download the ZIP below and install it. Then it runs on its own — no pasting each time.

Install in the Claude app (no terminal)
  1. Download the ZIP with the button below.
  2. In Claude, open Settings → Capabilities and turn on 'Code execution and file creation'. (one time)
  3. Go to Customize → Skills → + → 'Upload a skill' and upload the ZIP.
↓ Download ZIP
Install in Claude Code

Let Claude do it — paste this into Claude Code

Install the skill I found on Claude Skill Mart.
Copy the .claude/skills/encyclopedia-writing folder from the GitHub repo alfadur7/llm-wiki-newsroom into my ~/.claude/skills/encyclopedia-writing/.
When it's done, tell me in one line what this skill can do.

Install with a command instead

git clone https://github.com/alfadur7/llm-wiki-newsroom.git && mkdir -p ~/.claude/skills && cp -r llm-wiki-newsroom/.claude/skills/encyclopedia-writing ~/.claude/skills/

⚠ This is a third-party skill. Check the source repository before installing.

  1. Open a terminal.
  2. Clone the repository: git clone https://github.com/alfadur7/llm-wiki-newsroom.git
  3. Create the skills directory: mkdir -p ~/.claude/skills
  4. Copy the skill: cp -r llm-wiki-newsroom/.claude/skills/encyclopedia-writing ~/.claude/skills/
  5. For the deterministic checks, keep criteria.json, checks.py, and .claude/layers/_manifest.json available — the simplest way is to run Claude Code from inside the cloned repo.
  6. Restart Claude Code and ask something like "review this wiki page for neutrality and link conventions" to trigger the skill.
View source on GitHub ↗License: MIT