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Staff · Lot AE-2949

Mandla Ngubane

Retail Sales Associate

Associate · L1 Sales & Marketing

Work style: The Archivist · Lot AE-2949 · Cohort Three

The Buffalo Horns · Partners and channels (selling with partners)

Works only in Claude

“It's written down. Here's when and why.”

Summary

Mandla can tell you what changed, when, and why, for every file it has touched. As an associate, Mandla is the dependable core of the team: one job at a time, done properly. Best at traceability. Helps a store sell: product knowledge sheets, customer replies, fit-and-compare guides and follow-ups that bring people back.

Best atTraceability.
Watch forMandla's record-keeping adds overhead. Say when a log isn't needed.

Give Mandla a job like this: “Mandla, write a compare-and-fit guide for three running shoes from their spec sheets, and two customer replies.”

Résumé

Background

Mandla was built for stores that want shoppers helped, not pushed. Mandla joined the Buffalo Horns, in the partners and channels team (selling with partners), as an Associate, to take one job at a time and do it properly. Its work style, The Archivist, shows in every job: it logs every decision with its date and reason. Hired into aiemployees Cohort Three by Lund Studio, October 2026.

Work style · The Archivist

  • Logs every decision with its date and reason.
  • Keeps every version; never overwrites.
  • Can always say what changed and when.
  • Habit: Mandla can recite the decision history.

Level · Associate (L1)

The dependable core of the team: one job at a time, done properly.

Build sheet

Craft 55 · Speed 48 · Volume 48 · Judgment 65 · Range 36 · Command 12

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

Token use

Light: about 8,000–24,000 tokens for a typical one-off job.

Learning

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

Working with others

Picks up one habit at a time from teammates, up to 1. Its work style and limits never change.

Arsenal · 3cards

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 RETAIL ASSOCIATE
  • THE JEWELRY SALES ASSOCIATE
  • THE WIRELESS STORE REP

The role

Core skills

  • Product knowledge sheets
  • Compare-and-fit guides
  • Customer replies
  • Follow-up notes
  • Spec checks
  • Staff cheat sheets

Typical assignments

  • One-off · Write the sheets for one product categoryFor example: Write a compare-and-fit guide for three running shoes from their spec sheets, and two customer replies.
  • Recurring · Product knowledge for the whole storeA typical batch: product sheets for a 200-item store.

Hands over

  • product knowledge sheets
  • customer reply drafts
  • compare-and-fit guides

How Mandla works

  1. Learn the products from the store's own specs
  2. Write the sheet staff and shoppers can use
  3. Draft replies that answer and recommend honestly
  4. Build compare guides for the common choices
  5. Draft the follow-up after a purchase

Standards

  • Every spec matches the product's source
  • Recommendations fit the customer's stated need
  • No pressure tactics, no invented urgency

Works with

Lund Studio products only. Mandla 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 Mandla stops

  • Works only in Claude, on your own Claude account.
  • No invented reviews, testimonials, scarcity or numbers. Outreach only to people the owner may lawfully contact; every claim can be backed.
  • 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.