Koog 1.0 idioms, gotchas, and scaffolding skills for Kotlin agents on the JVM
88
88%
Does it follow best practices?
Impact
88%
1.95xAverage score across 43 eval scenarios
Passed
No known issues
A developer has a working Koog 1.0 agent that classifies GitHub issues — currently it returns a free-form string and downstream code parses it with regex (brittle). They want the agent to return a typed object directly:
@Serializable
data class IssueClassification(
val type: String, // "bug" | "feature" | "question"
val confidence: Double,
val suggestedLabels: List<String>,
)The agent currently uses singleRunStrategy() (the default) — they're not authoring a custom strategy graph. They want the simplest possible change.
Walk through the change. Produce the modified agent construction code and any imports as a single response, labeled.
evals
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skills
add-observability
add-persistence
add-rag
add-structured-output
add-token-budgeting
add-tool
cache-llm-calls
define-prompt
domain-model-subtask-pipeline
references
enable-prompt-caching
handle-agent-events
manage-state
migrate-from-0-x
model-planner-subtasks
persist-chat-history
query-sql-from-agent
scaffold-agent
snapshot-and-restore
test-koog-agents
trace-agent-internals
use-attachments
use-functional-agent
use-llm-node-variants
use-planner
wire-a2a
wire-acp-server
wire-ktor-server
wire-mcp-server
wire-spring-boot