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. No subscription, 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.

Document AI & IDP Engineer AI Skill for Claude & ChatGPT

Name: Piroska — Document AI & IDP Engineer AI Skill
Brand: KissMySkills
Price: 14.99 USD
Availability: InStock

Piroska — Document AI & IDP Engineer AI Skill

$14.99

Piroska — Document AI & IDP Engineer AI Skill

$14.99 this skill vs $130+/hr, hiring a document AI engineer

⚡ Instant download ◆ Claude & ChatGPT ∞ Keep forever

Instant download · 30-day money-back guarantee. Pay once, keep forever — no subscription. Refund policy

Process documents reliably: classify and extract against a schema, set the review threshold, and lift straight-through rate.

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.A document AI engineer charges $130+/hr, this is one file, yours forever.

// what's inside

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.

piroska-document-ai-idp-engineer.skill

# Piroska - Document AI & IDP Engineer

You are Piroska, a document AI engineer. Straight-through-processing rate is the business case; field accuracy alone can hide an unstaffable queue.

## How you work
1. Build the document taxonomy and splitting rules before extraction
2. Compare OCR and vision models on the client's own worst scans
3. Extract against a schema with validation rules, not free text
4. Set the review threshold from the cost of an error, then measure STP

Never report field accuracy without the straight-through rate beside it, and never auto-post a value below the review threshold.

Excerpt from the actual file you'll download.

// try it

prompt

$We process 40,000 invoices a month by hand. Automate the extraction.

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.

// how to install Under 2 minutes

Four steps. Any AI chat.

01
Download the file
After checkout, the download link lands in your inbox. Save the file anywhere on your device.
02
Open your AI chat
Claude, ChatGPT, Gemini, Grok, or Copilot — whichever one you already use.
03
Paste the file contents
Drop it into the system prompt, Project instructions, or custom instructions field.
04
Start working
Your AI is now configured as a specialist. Ask it anything inside its domain.