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dokimos

LLM and agent evaluation for Java & Kotlin. Runs in JUnit and CI. Spring AI, LangChain4j, Koog, Embabel, and any LLM client.

62 · dokimos-dev/dokimos13 pluginsMITupdated yesterday

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Then install any plugin below by name — each page has its exact command.

create-dataset

claude

Create evaluation datasets in JSON, CSV, or JSONL format for Dokimos

1 skill

62

create-evaluator

claude

Scaffold a new Evaluator implementation following Dokimos conventions

1 skill

62

create-experiment

claude

Scaffold a Dokimos Experiment with dataset, task, evaluators, and reporter

1 skill

62

create-tests

claude

Scaffold eval-driven tests using dokimos-junit with @DatasetSource and Assertions.assertEval()

1 skill

62

evaluate-adk

claude

Set up evaluation of Google ADK (Agent Development Kit) agents using Dokimos

1 skill

62

evaluate-agent

claude

Set up evaluation of AI agents with tool call validation, correctness checks, and task completion using Dokimos

1 skill

62

evaluate-embabel

claude

Set up evaluation of Embabel agents using Dokimos

1 skill

62

evaluate-koog

claude

Set up evaluation of Koog AI agents using Dokimos

1 skill

62

evaluate-langchain4j

claude

Set up evaluation of LangChain4j applications and RAG pipelines using Dokimos

1 skill

62

evaluate-openai

claude

Set up evaluation of an OpenAI Java SDK tool-calling agent using Dokimos

1 skill

62

evaluate-spring-ai

claude

Set up evaluation of Spring AI applications using Dokimos

1 skill

62

generate-goldens

claude

Generate multi-turn conversation goldens from scenario seeds with GoldenGenerator

1 skill

62

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claude & codex plugins13 plugins