Koog 1.0 idioms, gotchas, and scaffolding skills for Kotlin agents on the JVM
86
88%
Does it follow best practices?
Impact
86%
1.86xAverage score across 45 eval scenarios
Advisory
Suggest reviewing before use
A developer is building an agent for a bank's customer-support team. The agent handles complaints about specific transactions and account problems — disputed charges, missed transfers, balance discrepancies. End-to-end, the agent should: figure out what the customer is actually complaining about (possibly asking a clarifying question first), do whatever needs doing to resolve it (looking up the account, issuing refunds or transfers, opening dispute tickets), then check whether the issue is actually resolved — and if it isn't, try again instead of handing back to a human.
Two operational constraints the developer cares about:
Walk through how to structure this in Koog.
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