MURAGE
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MURAGE

An AI Chief of Staff and a team that does the work. Free and open source, from Ferrox Labs.

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© 2026 Ferrox Labs. Murage is open source under AGPL-3.0.
Writing skills

Clarity Editing

Edits text for clarity by identifying and fixing ambiguous sentences, unclear references, jargon, convoluted syntax, and logical gaps. Produces tracked-change markup with clarity-focused revisions.

Download Murage

Free and open source. macOS, Windows and Ubuntu.

Try it

Add the skill to a bot, then ask your Chief of Staff:

“Use the Clarity Editing skill on this: [describe the job, or paste your notes].”

Scan the text systematically for each of the six categories of clarity failure. Do not read once and intuit -- run each category as a separate pass. The categories are distinct and easy to miss when scanning for all problems simultaneously.

What it covers

  • Clarity Edit Report

Skill Guard: clean

Scanned and clear. A bot can use it as soon as you add it.

Subject
Writing
Level
intermediate
License
Apache-2.0
editingwritingguide

How to use it.

  1. 1

    Download Murage

    Free for Mac, Windows and Ubuntu.

  2. 2

    Add the skill

    Open Settings → Skills and switch on Clarity Editing for any bot. Or ask your Chief of Staff to pick skills for a job.

  3. 3

    Give it a job

    The bot reads the skill when the job calls for it, and works the way it lays out.

Put this skill to work.

  • Content draftsA week of posts, drafted in your voice.
  • Repurpose a recordingOne recording. A week of posts.
  • Skill GuardEvery skill is scanned before a bot can use it.

Questions.

What is the Clarity Editing skill?+

Edits text for clarity by identifying and fixing ambiguous sentences, unclear references, jargon, convoluted syntax, and logical gaps. Produces tracked-change markup with clarity-focused revisions.

How much does it cost?+

Nothing. It ships with Murage, which is free and open source. Your bots run on the AI plan you already have.

Can I change it?+

Yes. Open it in Settings → Skills to read, edit or duplicate it. Skill Guard scans it again after every edit.

More writing skills.

  • Academic Paper ReviewReviews academic papers for methodological rigor, argument structure, evidence quality, and scholarly conventions.
  • Conciseness EditingEdits text for conciseness by identifying and cutting redundancies, filler words, padding phrases, and unnecessary complexity while preserving meaning.
  • Copy EditingPerforms line-level copy editing for clarity, concision, grammar, consistency, and adherence to style guides.
  • Fact-Check FrameworkProvides a systematic framework for fact-checking written content by identifying claims, classifying their verifiability and flagging unsupported assertions.
  • Final ReadthroughPerforms a comprehensive final readthrough of a document before publication, checking for errors, consistency and formatting.
  • Passive Voice FixIdentifies and converts passive voice constructions to active voice where appropriate, preserving passive voice when it serves clarity and diplomacy.

All writing skills

Give your first job to Murage.

Download the free app, connect the AI you already pay for, and tell your Chief of Staff what needs doing. Plan on about ten minutes from install to a working team.

Free · Download Murage

No account needed · Runs on the AI plan you already pay for