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.
AI and machine learning skills

AI Agent Builder

AI agent architecture covering agent patterns (ReAct, Plan-and-Execute, LATS), tool design, memory systems (short-term, long-term, episodic), multi-agent coordination, guardrails, LangChain and LangGraph patterns, and error recovery.

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 AI Agent Builder skill on this: [describe the job, or paste your notes].”

AI agents are systems that use LLMs as reasoning engines to accomplish goals through iterative tool use, planning, and self-correction. This skill covers agent architecture patterns, tool design, memory systems, multi-agent coordination, and production safeguards.

What it covers

  • Agent Architecture Patterns
  • Tool Design
  • Memory Systems
  • Multi-Agent Coordination
  • Guardrails
  • Error Recovery
  • Observability
  • Context Assessment

Skill Guard: clean

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

Subject
AI and machine learning
Level
advanced
License
Apache-2.0
ai-mlautomationguide

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 AI Agent Builder 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.

Teams that use this skill.

  • Dev ShopTurn requests into technical plans, review quality and operational risks, and organize implementation handoffs and release priorities.
  • SaaS MVP SprintGet an MVP specification, validation plan, landing-page copy, and visual direction.
  • Link & Disclosure CustodianReview broken links and disclosure gaps, then get a prioritized fix list with implementation guidance.
  • Comparison & Roundup BuilderGet a researched comparison draft, clear selection criteria, and structured-data recommendations for review.

Each of these library teams gives its bots this skill. Import one free and look inside first.

Put this skill to work.

  • ResearchAsk a real question. Get one page with sources.
  • Skill GuardEvery skill is scanned before a bot can use it.

Questions.

What is the AI Agent Builder skill?+

AI agent architecture covering agent patterns (ReAct, Plan-and-Execute, LATS), tool design, memory systems (short-term, long-term, episodic), multi-agent coordination, guardrails, LangChain and LangGraph patterns, and error recovery.

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 AI and machine learning skills.

  • AI Safety EngineerAI safety and alignment engineering covering guardrail implementation, red teaming methodologies, content filtering pipelines and output validation.
  • Computer VisionComputer vision implementation covering image classification, object detection (YOLO), image segmentation, OCR (Tesseract) and face detection.
  • Computer Vision DeveloperHands-on computer vision development covering image classification with transfer learning, object detection with YOLO and Faster R-CNN.
  • Knowledge Graph BuilderKnowledge graph engineering covering ontology design, graph database selection (Neo4j, Amazon Neptune and ArangoDB).
  • Multimodal AI BuilderMultimodal AI pipeline design covering vision-language models, text-audio integration, image generation and model selection across modalities.
  • NLP EngineerNLP processing covering tokenization, named entity recognition, sentiment analysis, text classification, summarization and topic modeling.

All AI and machine learning 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