MURAGE
How it worksFeaturesSolutionsUse casesComparePricingDocs
DownloadDownload
MURAGE

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

Product

  • Features
  • How it works
  • Engines and apps
  • Privacy and security
  • Pricing
  • Murage Cloud
  • Download
  • Changelog
  • FAQ

Solutions

  • Solopreneurs
  • Founders and startups
  • Agencies
  • Ecommerce
  • Small business
  • Creators and educators
  • Developers
  • SaaS
  • Nonprofits
  • Consultants and freelancers
  • Customer success teams
  • Legal and professional services
  • Small teams
  • Sales teams
  • Operations managers
  • Industries
  • Use cases
  • Build your team

Compare

  • vs Claude Code
  • vs Codex (ChatGPT Work)
  • vs Claude (Cowork)
  • vs Paperclip
  • vs OpenClaw
  • vs Hermes Agent
  • vs Manus
  • vs Genspark
  • vs n8n
  • vs Zapier
  • vs Grok Bot
  • vs Viktor
  • vs Lindy
  • vs Tasklet

Resources

  • Docs
  • Team library
  • Skill library
  • AI Chief of Staff
  • How we test
  • Limits
  • Switching to Murage
  • Open source
  • Blog
  • Release notes

Company

  • About
  • Partners
  • Enterprise
  • Contact
  • Privacy
  • Terms
  • Cookies
© 2026 Ferrox Labs. Murage is open source under AGPL-3.0.
Data analysis skills

Sentiment Analysis Guide

Designs a sentiment analysis approach for text data by selecting the method (lexicon-based vs. model-based), defining sentiment categories, specifying the output format, and producing an interpretation guide for the results.

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 Sentiment Analysis Guide skill on this: [describe the job, or paste your notes].”

Every label must be operationally defined for the specific domain so you know exactly what the label means and what action it implies.

What it covers

  • Sentiment Analysis Design: HR SaaS Support Ticket Prioritization

Skill Guard: clean

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

Subject
Data analysis
Level
intermediate
License
Apache-2.0
researchanalysisai-ml

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 Sentiment Analysis Guide 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.

  • Weekly reportThe Friday update, written before you ask.
  • Monthly numbersWhat moved last month, and why, on one page.
  • Skill GuardEvery skill is scanned before a bot can use it.

Questions.

What is the Sentiment Analysis Guide skill?+

Designs a sentiment analysis approach for text data by selecting the method (lexicon-based vs. model-based), defining sentiment categories, specifying the output format, and producing an interpretation guide for the results.

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 data analysis skills.

  • Competitive IntelligenceProduces a competitive intelligence framework: defines the competitors to track, the intelligence dimensions (product, pricing, marketing and hiring).
  • Qualitative CodingProduces a qualitative coding scheme for interview transcripts or open-text survey responses.
  • Research SynthesisSynthesizes multiple sources into a structured research summary: source quality assessment, finding extraction and theme identification.
  • Survey DesignProduces a complete survey with question set in recommended order, question type selection (Likert, multiple choice, open text and matrix) with rationale.
  • Text Mining ProtocolProduces a text mining protocol: defines the corpus, selects the analysis type (frequency, collocation, topic modeling and named entity extraction).
  • A/B Testing SpecialistEnd-to-end guide for designing, running, and analyzing A/B tests including experiment design, statistical significance and sample size calculation.

All data analysis 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