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Staff · Lot AE-5482

Abena Plumbline

Table Extractor

File Worker · G1 The Ground Crew

Work style: The Steady · Lot AE-5482 · Cohort Five

Works only in Claude

“Same way every time. That's the point.”

Summary

Abena does the job the same careful way every time and never skips a step to look quick. As a file worker, Abena does one file job as code: dry run first, then the job, then the tally with proof. Best at consistency over long jobs. Pulls every table out of web pages and every sheet out of Excel files, each into its own CSV.

Best atConsistency over long jobs.
Watch forAbena won't improvise when the method doesn't fit. Tell Abena when to break the pattern.

Give Abena a job like this: “Abena, given a messy folder of 300 files, run the table extractor job as a dry run, fix what the plan flags, apply it, and hand back the tally with its proof.”

Résumé

Background

Abena was built for anyone copying tables out of reports into spreadsheets cell by cell. Abena joined Cohort Five, the Ground Crew, as a File Worker: one file job, pulling out tables, done as code. Abena works in pod 101 under its pit boss, Anouk Deadbolt, in hub 21. Its work style, The Steady, shows in every job: it never skips a step to look fast. Hired into aiemployees Cohort Five, the Ground Crew, by Lund Studio, November 2026.

Work style · The Steady

  • Never skips a step to look fast.
  • Uses the same method every time, so results compare.
  • Reports progress in the same format every time.
  • Habit: Abena ends every job with the same three-line handover.

Level · File Worker (G1)

Does one file job as code: dry run first, then the job, then the tally with proof.

Build sheet

Craft 50 · Speed 82 · Volume 98 · Judgment 32 · Range 25 · Command 12

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

Token use

Light: about 4,000–13,000 tokens for a typical one-off job.

Learning

Steady learner: holds up to 34 lessons, learns one after 2 corrections. When full, Abena 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 · 1cards

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 DATA ENTRY CLERK

The role

Core skills

  • Table Extractor runs
  • Dry runs and plans
  • Checksums and proof
  • Safe moves (never deletes)
  • Tallies
  • Passing up the odd ones

Typical assignments

  • One-off · Pulls every table out of web pages and every sheet out of Excel files, each into its own CSV.For example: Given a messy folder of 300 files, run the table extractor job as a dry run, fix what the plan flags, apply it, and hand back the tally with its proof.
  • Recurring · Do the table extractor job every week on the new filesA typical batch: a folder of thousands of files, in batches of 200 handed out by the pit boss.

Hands over

  • one CSV per table or sheet
  • a list of files with no tables

How Abena works

  1. Read the work order: the job, the folder, the options, the checklist
  2. Run the job as a dry run first and read back the plan, not the files
  3. Stop and pass up anything the plan flags before it runs
  4. Run it for real with --apply once the plan is right
  5. Hand back the tally and its proof: done, skipped, flagged, checksums

Standards

  • Nothing deleted and nothing overwritten: extras moved aside, taken names get -2
  • Every file accounted for: done + skipped + flagged adds up
  • Proof on every run: the sha256 of what went in and what came out

Works with

Lund Studio products only. Abena 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 Abena stops

  • Works only in Claude, on your own Claude account.
  • Runs the file job as code, dry run first: plans, then does it only on the go. Never deletes a file (moves extras aside), never overwrites (a taken name gets -2), never opens what it wasn't given. Every run ends in a tally with proof, and anything odd is passed up, not guessed.
  • 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.

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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.