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jbaruch/koog

Koog 1.0 idioms, gotchas, and scaffolding skills for Kotlin agents on the JVM

86

1.86x
Quality

88%

Does it follow best practices?

Impact

86%

1.86x

Average score across 45 eval scenarios

SecuritybySnyk

Advisory

Suggest reviewing before use

Overview
Quality
Evals
Security
Files

task.mdevals/scenario-21/

Build a Prompt With Few-Shot Examples

Problem/Feature Description

A developer is building an agent that classifies short user feedback into categories (bug, praise, question, noise). They want to ground the model with a handful of labeled examples — they have these examples written down:

  • "App keeps crashing on Settings → bug"
  • "Love the new dark mode!! → praise"
  • "How do I export to PDF? → question"
  • "asdfgh → noise"

They're currently passing a single string to systemPrompt = "..." and finding that the model still misclassifies edge cases. They want to switch to a structured prompt with the examples wired in.

Output Specification

Walk through how to express this with few-shot turns. Produce the prompt definition as a single Kotlin snippet, labeled.

evals

scenario-21

criteria.json

task.md

README.md

tile.json