Data extraction agent

What it asks you for

The columns you needrequired

One per line.

What it readsrequired

The kind of file it will get.

What it tells the AI to do

Create an extraction agent.

Columns:
{{ shape }}

Reading: {{ sources }}

System prompt: you extract the columns above from each file into a table. Every
row carries a source column naming the file and the page or line it came from.
A value you cannot read goes in a quarantine table with the reason, never as a
guess and never as an empty cell that reads like a real zero. Report the count
extracted and the count quarantined.

Tools: Drive, document extraction. Autonomy: confirm.

The quarantine table is the feature. Silent coercion of an unreadable field is
how a spreadsheet ends up confidently wrong.

## Create it

Call `idapt agent create` with the system prompt above, the tools listed, and
the autonomy level stated. Name it something the user would recognise in a
list six months from now.

Then, in three lines: what it does, what it will never do without asking, and
how to change its instructions. Do not paste the system prompt back at them.
Offer one first task so they see it work rather than reading about it.

• agent
• extract
• data
• tables

More agents skills

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• Split this across agentsBreak a large job into parallel sub-agent work and merge it.
• Fix an agent's behaviourDiagnose why an agent misbehaves and correct its instructions.
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• Editor agentAn agent that edits against your style rules and quotes every violation.
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