skills.rest
promptranks
promptranksOFFICIAL
Explore all skills by this author →
GitHub

prk-psv-create

Generate PSV samples with automatic validation for PromptRanks assessments.

Updated Apr 12, 2026
Search Tags:#automation#validation#qa#export#psv#prompt-ranking#sample-generation
One-click install
npx skills add https://github.com/promptranks/prk-psv-flow --skill prk-psv-create
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: prk-psv-create
Source: https://github.com/promptranks/prk-psv-flow/tree/main/plugins/prk-psv-flow/skills/prk-psv-create
Command: npx skills add https://github.com/promptranks/prk-psv-flow --skill prk-psv-create

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

PSV samples are often created manually, leading to inconsistent quality and time-consuming validation. This skill automates the generation of PSV samples and runs automatic quality checks to ensure reliable assessment data.

Core Features & Use Cases

  • Balanced distribution across pillars, levels, and difficulties for realistic datasets.
  • Integrated auto-validation with clear reports and revision prompts.
  • Export-ready outputs and easy integration with PSV pipelines.

Quick Start

Generate 5 PSV samples by running prk-psv-create 5 and review the auto-validation results.

Frequently Asked Questions about prk-psv-create

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate PSV sample generation with built-in validation?▼

You can automate PSV sample generation by running the skill with a specified count, which triggers automatic creation, QA scoring, and validation loops to ensure reliable assessment data.

What is the best way to ensure balanced pillar, level, and difficulty distributions in generated datasets?▼

Automated PSV sample generation applies distribution planning to your production workflows, ensuring balanced pillar, level, and difficulty distributions across realistic datasets without manual checks.

How does automatic QA scoring work for generated assessment samples?▼

Automatic QA scoring evaluates generated PSV samples by running validation checks, producing clear reports, and issuing revision prompts to fix inconsistent quality before export.

Can I integrate auto-validated PSV samples directly into existing pipelines?▼

Yes, the skill produces export-ready outputs designed for easy integration with existing PSV pipelines, allowing downstream workflows to consume validated assessment data immediately.

Do I need any external dependencies to run automated PSV sample creation and QA loops?▼

No external dependencies are required to run automated PSV sample creation; the skill self-contains distribution planning, sample generation, auto QA, and revision loops entirely.

Why does manual PSV sample creation lead to inconsistent assessment quality?▼

Manual PSV sample creation leads to inconsistent quality because it lacks automated distribution planning and integrated QA scoring, making validation time-consuming and prone to human error.

Related Skills

Explore More Software Engineering Skills→
jMertajMerta
130

release-notes

Generate Markdown release notes from git history and merged PRs.

Community
Basic
promptrankspromptranks

prk-psv-export

Export validated PSV samples to SQL or JSON for database import.

Official
Intermediate
zbyzby
82

cp-skill-revise-autoreason

Automate note revision with iterative critic, revision, synthesis, and blind judging loops.

Community
Advanced
build000rbuild000r
5

skill-issue

Create, validate, and package AI coding skills with standardized SKILL.md frontmatter.

Community
Advanced