[Feature]: tunner需要增加skill和prompt的优化和迭代的工具

Description

Contributor guide

Tech stack

java

Domain

ai

Issue type

feature

DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.

3

Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.

1-2 days

Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.

fresh

ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.

needs investigation

Prerequisites

Java knowledgeAgentScope framework basicsLLM prompt optimization concepts

Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.

35

Research direction

Investigate the existing Python version of tunner to understand its prompt optimization implementation. Then examine the Java codebase (e.g., files under 'tunner' package) to identify where skill and prompt optimization tools could be added. Discuss with maintainers to clarify the expected scope and acceptance criteria for such a tool.