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MURAGE™

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

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© 2026 Ferrox Labs, LLC. Murage is open source under AGPL-3.0. Murage™ is a trademark of Ferrox Labs, LLC.

Team library · Sell and market

Agency Reporting

4 specialists, Client Reporter, Marketing Analytics, Agency Ops and Draft Polisher, ready to client reports and retainer margins reviewed from the same evidence. Import it in about five minutes. Your Chief of Staff briefs them and brings the parts back to you.
Download Murage

Open source. macOS, Windows and Linux.

A marketing agency owner works on a client report at a long wooden table in a sunlit studio.

Meet the team.

  • CClient Reporter · named AriAri prepares a separate performance report for each client from the material you supply. You receive the working draft, its supporting evidence and the decisions still needed.
  • MMarketing Analytics · named TracerTracer prepares a channel report with spend and lead totals from the material you supply. You receive the working draft, its supporting evidence and the decisions still needed.
  • AAgency Ops · named RetainerRetainer prepares a client-by-client retainer health sheet from the material you supply. You receive the working draft, its supporting evidence and the decisions still needed.
  • DDraft Polisher · named HumanizerHumanizer edits report drafts to sound like the owner wrote them while preserving the facts.

What you get.

  • One plain-English report per client, plus a margin sheet
  • A source and ownership map for the drafts and decisions
  • One review pack with missing inputs and proposed next actions

What a team gets you.

Each one sticks to its job

4 specialists, each with its own instructions and skills for its part of the work.

Easy to check

Each part comes from the specialist that owns it, so you can see who did what. You can also put a reviewer on any team.

You read one report

Your Chief of Staff briefs the team and brings the parts back as one report, with each specialist’s work inside it.

What it needs.

To start

  • Murage and an AI engine you already use
  • About five minutes to set up

Nothing to connect. It works on what you tell it and give it.

Optional

  • Google Analytics 4: Use Google Analytics 4 for this job only when a supported connection is available. Supplied material also works; an external write or message needs your explicit yes.
  • Google Ads: Use Google Ads for this job only when a supported connection is available. Supplied material also works; an external write or message needs your explicit yes.
  • Meta Ads: Use Meta Ads for this job only when a supported connection is available. Supplied material also works; an external write or message needs your explicit yes.
  • Looker Studio: Use Looker Studio for this job only when a supported connection is available. Supplied material also works; an external write or message needs your explicit yes.
  • Google Slides: Use Google Slides for this job only when a supported connection is available. Supplied material also works; an external write or message needs your explicit yes.
  • HubSpot: Use HubSpot for this job only when a supported connection is available. Supplied material also works; an external write or message needs your explicit yes.
  • Harvest: Use Harvest for this job only when a supported connection is available. Supplied material also works; an external write or message needs your explicit yes.
  • Toggl: Use Toggl for this job only when a supported connection is available. Supplied material also works; an external write or message needs your explicit yes.
  • ClickUp: Use ClickUp for this job only when a supported connection is available. Supplied material also works; an external write or message needs your explicit yes.
  • Google Sheets: Use Google Sheets for this job only when a supported connection is available. Supplied material also works; an external write or message needs your explicit yes.

Imported teams never bring anyone’s logins or permissions with them. You preview every agent before you import.

How to get it.

  1. 1

    Download Murage

    For Mac, Windows and Linux.

  2. 2

    Add the team

    Choose + in the sidebar, then New Team, and type “Agency Reporting”. Pick it from Best matches, check the preview of its bots and skills, then choose Create.

  3. 3

    Give it a brief

    Start with the brief below, or say what you want done in your own words. New bots start on Ask, so they check with you before they act. On Hermes and other ACP engines, Ask and the stop line cover only what the engine asks Murage about, which for Hermes is shell commands and file edits.

By Ferrox Labs. Team package license: Apache-2.0. All teams

Try this first.

The brief

“Here’s the job: client reports and retainer margins reviewed from the same evidence. Work only from what I give you, and send, post and change nothing.”

What comes back

Each specialist’s part, gathered by your Chief of Staff into one report for you to check.

Check it against what you asked for before you use any of it.

Skills this team uses.

  • Marketing Analytics ReportProduces a structured marketing analytics report with channel performance, customer acquisition cost and conversion rates.
  • Executive Summary WritingDistills longer documents into one-page executive summaries with key findings, recommendations, and decision-ready formatting for senior leadership.
  • KPI VisualizationDesigns the visualization layer for KPIs by selecting the display format (scorecard, gauge, sparkline, trend line) and specifying target lines.
  • Stakeholder UpdateWrites executive-level stakeholder updates that translate project progress into business impact and surface decisions needed.
  • Marketing AttributionWork out which marketing channels deserve credit for sales. Use it before moving budget, and see why platform numbers disagree.
  • Creator Analytics MasterCross-platform analytics mastery for content creators covering YouTube, Instagram, TikTok, Twitter/X, podcast, and newsletter metrics.

Similar teams.

  • Marketing AgencyA complete campaign with clear positioning, channel drafts and measured results
  • Sales OrgReview the pipeline, investigate stalled deals, and prepare outbound priorities using buyer research and offer analysis.
  • Ad Account MechanicFind weak spots in the funnel, assess spend and offers, and get a weekly action plan with fresh creative ideas.

Give your first job to Murage.

Download the 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.

Download Murage

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