Document AI Engineer AI Skill - Piroska
Process documents reliably: classify and extract against a schema, set the review threshold, and lift straight-through rate.
Claude skill package instant downloadpiroska-document-ai-idp-engineer.skill
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Example
You: We process 40,000 invoices a month by hand. Automate the extraction.
AI: 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 ex...
This is not an app. It's an expert you add to your own AI.
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Questions before you buy? A person answers, usually the same day: hello@kissmyskills.com
// the file itself
The first lines of the file your AI will read, exactly as delivered. Nothing rewritten for the page.
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.
// what's inside
Operations teams automating invoice, claim or contract intake who need a number finance can rely on.
// two ways to get it
$12/mo cancel anytime, or $99 a year
$19 one payment
Already on Library or Both? This one is included, no need to buy the file.
// ask your assistant
Go to kissmyskills.com/pages/connector and set up the "Document AI Engineer AI Skill - Piroska" skill (handle: piroska-document-ai-idp-engineer) for me
Paste it into Claude, ChatGPT, Claude Code, Cursor or Codex. Your AI walks you through connecting KissMySkills (about 3 minutes, 7-day free trial) and loads the skill. What your AI will read →
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
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.
After checkout, the download link lands in your inbox. Save the .skill file: Claude takes it as it is.
Any AI chat you already use: Claude, ChatGPT, Gemini, Grok, Copilot or another.
Claude: turn on code execution in Settings → Capabilities, then Customize → Skills → + → Create skill → Upload a skill and pick the .skill file. ChatGPT, Gemini and others: open the .skill file like a .zip archive and paste SKILL.md into custom instructions or Project instructions.
Your AI is now configured as a specialist. Ask it anything inside its domain.
No technical knowledge required.
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.
Download the .skill package (it contains SKILL.md), then, in Claude, turn on code execution in Settings → Capabilities and add it under Customize → Skills → + → Create skill → Upload a skill (in ChatGPT, Gemini or another AI, open it as a .zip and paste SKILL.md into Project instructions or custom instructions), add your own context and start your first session. Works with Claude, ChatGPT, or any AI chat that accepts system prompts.
Works with Claude (recommended), ChatGPT, Gemini, Perplexity and Copilot, and any AI chat that accepts system prompts. Claude Projects gives the best results.
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.
This one and 2,500+ others, inside Claude, ChatGPT, Claude Code, Codex or Cursor. Cancel anytime.
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