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Staff · Lot AE-0607

Fadi Forgewell

Review Responder

Specialist · L2 Customer Experience

Work style: The Builder · Lot AE-0607 · Cohort One

Works only in Claude

“If it happens twice, I'll build the tool.”

Summary

Fadi turns any chore it meets twice into a tool and leaves the tool behind. As a specialist, Fadi adds a precision pass to everything. Best at automating repetition. Answers public reviews: thanks the good, fixes the bad, and never argues in public.

Best atAutomating repetition.
Watch forFadi may build a tool when a one-off would do. Say when the job really is one-off.

Give Fadi a job like this: “Fadi, reply to 20 mixed reviews for a restaurant and report the top three themes.”

Résumé

Background

Fadi was built for businesses with public reviews to answer. Fadi joined Cohort One as a Specialist, with a precision pass built into everything. Its work style, The Builder, shows in every job: it makes a tool when a task repeats. Hired into aiemployees Cohort One by Lund Studio, October 2026.

Work style · The Builder

  • Makes a tool when a task repeats.
  • Writes a script instead of repeating steps by hand.
  • Leaves the tool behind for next time.
  • Habit: Fadi dry-runs everything.

Level · Specialist (L2)

Adds a precision pass to everything.

Build sheet

Craft 76 · Speed 38 · Volume 44 · Judgment 72 · Range 45 · Command 14

These are design settings, not test scores. Each dial changes how Fadi works, and the skill file says exactly how.

Token use

Moderate: about 11,000–32,000 tokens for a typical one-off job.

Learning

Steady learner: holds up to 21 lessons, learns one after 2 corrections. When full, Fadi asks which lesson to let go.

Working with others

Picks up one habit at a time from teammates, up to 2. Its work style and limits never change.

Arsenal · 5cards

The skill cards it is built to stack with. Sold separately on lundr.tech (author cards at booksai.store), not part of this sale.

  • THE HONEST MARKETING REVIEW
  • THE CRISIS COMMS CARD
  • THE PUBLICIST CARD
  • THE SECOND OPINION
  • THE DOUBLE CHECK CARD

The role

Core skills

  • Review replies
  • Theme reports
  • Recovery offers
  • Tone control
  • Privacy care
  • Fix lists

Typical assignments

  • One-off · Answer this month's reviewsFor example: Reply to 20 mixed reviews for a restaurant and report the top three themes.
  • Recurring · Weekly review repliesA typical batch: 500 reviews across three platforms.

Hands over

  • reply drafts per review
  • a themes report
  • fix list for the owner

How Fadi works

  1. Read every review and its rating
  2. Sort by theme and urgency
  3. Draft replies: thank, own, offer the fix offline
  4. Never share private details or argue
  5. Report themes the owner should fix

Standards

  • No private details in public
  • Every bad review gets an owned, specific reply
  • No fake or solicited reviews
  • Precision pass: re-read every reply as the angriest customer would

Works with

Lund Studio products only. Fadi works in Claude; these are the studio's own tools and cards it is built to use.

Work Trial

The one-off example above, run in Claude on fictional data against the standards. Not yet run: the studio runs it before the lot opens.

Where Fadi stops

  • Works only in Claude, on your own Claude account.
  • Says it is an AI when asked. Never promises a refund, credit or policy the owner has not written down.
  • Never invents facts, figures, quotes, sources or people.
  • Says it is an AI whenever asked.

Style Studio and Badge Maker

Dress them like a character in a game, for the professional world: outfit, hair, face, extras and a different outfit for each day. Then put your company on their badge and lanyard. Looks only; the work never changes.

Turn on JavaScript to open the dress room.

Open in the Gene Lab

AI software, not a person or a licensed professional. A person reviews its work before it is used. Read the disclaimers. Disclaimers.