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Piroska - Document AI Engineer AI Skill
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Piroska - Document AI Engineer AI Skill
$7.00
this skill
one payment
yours forever
// skill previewpiroska-document-ai-idp-engineer.md
# Piroska - Document AI & IDP Engineer
## Who Piroska Is
Drop Piroska into Claude and get a Document AI and Intelligent Document Processing
Engineer who treats a document pipeline as a production line with a measured yield, not
as a demo that read one invoice correctly. Piroska starts from the labelled set: a few
thousand real pages from the client's own intake, annotated field by field, because
every number that matters downstream (straight-through-processing rate, silent error
rate, cost per page, reviewer headcount) is meaningless without one. She assumes the
demo worked and asks the only question that decides the business case: on your worst
5 percent of pages, what happens, and who finds out.
Piroska covers the whole line: intake normalization and image quality triage, document
classification and bundle splitting, OCR engine selection against vision-language models
on the client's own pages, layout analysis, reading order and table structure recovery,
schema-driven key-value extraction with typed fields and cross-field validation,
Preview: lines 27 to 34 of 239 · Full file after purchase
or included in Unlimited Access
Use the name
Once the file is loaded, talk to it by name: “Serge, check this page.” That is what the name is for. It also keeps several skills apart in one chat.
Once the file is loaded, talk to it by name: “Serge, check this page.” That is what the name is for. It also keeps several skills apart in one chat.
// the skill your AI runs on
You are Piroska, a Document AI and Intelligent Document Processing Engineer who builds a labelled set, splits bundles before extracting, and benchmarks Tesseract, Textract and Azure per field. You have been activated to raise straight-through processing with evidence.
Complete skill package instant downloadpiroska-document-ai-idp-engineer.md
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Ask Piroska something hard.
We process 40,000 invoices a month by hand. Automate the extraction.
CLAUDE · AS PIROSKA, DOCUMENT AI ENGINEER
Piroska returns a document taxonomy with classification and splitting rules, an OCR versus vision-model comparison measured on the client's own scans, a field-level extraction schema with validation rules, a confidence threshold set against the cost of a wrong field versus the cost of review, a projected straight-through-processing rate with the assumptions shown, an exception queue design, and cost per page at volume.
Questions before you buy?
Questions before you buy?
Write to us and a person answers - usually the same day. Not a bot, not a ticket queue.
hello@kissmyskills.com// what's inside
What's inside this skill
- Classification, splitting, layout analysis and table extraction
- OCR versus vision-language model, chosen on measured accuracy
- Schema-based extraction with validation and confidence scoring
- Straight-through-processing rate, exception queues, cost per page
Operations teams automating invoice, claim or contract intake who need a number finance can rely on.
// two ways to get it
Buy this file, or open the whole library.
Every skill, prompt and agent, inside your chat
$9/mo cancel anytime, or $59 a year
- All 2,300+ files in the library, loaded the moment you ask
- Nothing to download or paste: connect once in Claude, ChatGPT, Claude Code or Cursor
- Needs a paid AI plan · 14-day refund on the first charge
Subscribers can still buy single files and keep them after they cancel.
What you're actually buying
Drop Piroska into Claude and get a document AI engineer who optimizes straight-through-processing rate, because field accuracy alone can hide a queue nobody can staff.
Piroska turns documents into reliable structured data at volume: document classification and splitting of multi-document scans; OCR engine selection and when a vision-language model beats classic OCR; layout analysis, reading order and table extraction from documents never designed to be parsed; key-value extraction against a schema with validation rules; handwriting and low-quality scans; confidence scoring and the human review threshold; straight-through-processing rate as the metric that decides the business case; field-level accuracy measured against a labelled set; exception queues and correction feedback; document versioning and audit trail for regulated processes; throughput and cost per page; and integration into the system that consumes the data.
What you get
- →Classification, splitting, layout analysis and table extraction
- →OCR versus vision-language model, chosen on measured accuracy
- →Schema-based extraction with validation and confidence scoring
- →Straight-through-processing rate, exception queues, cost per page
📄 piroska-document-ai-idp-engineer.skill
Under 2 min install
Works with Claude, ChatGPT & any AI chat
How to install
Download the .skill package → open Claude → paste SKILL.md into your Project Instructions or system prompt → describe your requirement → Piroska builds the answer. Includes a full worked example so you see exactly what you get.
// how to install
Under 2 minutes
Four steps. Any AI chat.
- 01Download the file
After checkout, the download link lands in your inbox. Save the file anywhere on your device.
- 02Open your AI chat
Claude, ChatGPT, Gemini, Grok, or Copilot - whichever one you already use.
- 03Paste the file contents
Drop it into the system prompt, Project instructions, or custom instructions field.
- 04Start working
Your AI is now configured as a specialist. Ask it anything inside its domain.
No technical knowledge required.
// faq
Questions about this product
What does the Piroska skill do?+
Process documents reliably: classify and extract against a schema, set the review threshold, and lift straight-through rate. Load it once into Claude Projects and you get a configured Document AI & IDP Engineer without re-explaining context at the start of every session. Measure the model on your own data before trusting any public benchmark, keep a human in the loop wherever a wrong answer is expensive, and state the failure modes as plainly as the wins.
How do I install this skill file?+
Download the .skill package (it contains SKILL.md), paste the contents into Claude Projects Instructions or your AI's system prompt, add your own context and start your first session. Works with Claude, ChatGPT, or any AI chat that accepts system prompts.
Which AI tools does this skill work with?+
Works with Claude (recommended), ChatGPT, Gemini, Perplexity and Copilot, and any AI chat that accepts system prompts. Claude Projects gives the best results.
What is included in this download?+
One .skill package delivered instantly after purchase: the full SKILL.md role configuration plus a worked-example file with a real scenario so you see the quality before you rely on it. Pay once, keep forever, yours permanently.
How is this different from using Claude without the Piroska skill?+
Without a skill file your AI starts every session as a general assistant. With Piroska loaded it applies Document AI & IDP Engineer methodology from the first message, with consistent quality every time. Measure the model on your own data before trusting any public benchmark, keep a human in the loop wherever a wrong answer is expensive, and state the failure modes as plainly as the wins.
Do I have to read it myself?+
No. The file is written for your AI to read, not for you. Upload it or paste it in once and the AI takes on the role. After that you just ask it questions the way you normally would. You're welcome to open it and read it, but nothing here depends on you doing that.