Agent Skillszjunlp/SkillNet › scienceworld-task-interpreter

scienceworld-task-interpreter

GitHub

解析ScienceWorld环境中的科学任务指令,提取核心目标、目标对象及位置,生成可执行的导航与观察计划。

experiments/src/skills/scienceworld/scienceworld-task-interpreter/SKILL.md zjunlp/SkillNet

Trigger Scenarios

用户输入新的ScienceWorld任务指令 涉及寻找、比较或操作物体的查询

Install

npx skills add zjunlp/SkillNet --skill scienceworld-task-interpreter -g -y
More Options

Non-standard path

npx skills add https://github.com/zjunlp/SkillNet/tree/main/experiments/src/skills/scienceworld/scienceworld-task-interpreter -g -y

Use without installing

npx skills use zjunlp/SkillNet@scienceworld-task-interpreter

指定 Agent (Claude Code)

npx skills add zjunlp/SkillNet --skill scienceworld-task-interpreter -a claude-code -g -y

安装 repo 全部 skill

npx skills add zjunlp/SkillNet --all -g -y

预览 repo 内 skill

npx skills add zjunlp/SkillNet --list

SKILL.md

Frontmatter
{
    "name": "scienceworld-task-interpreter",
    "description": "This skill parses a user's high-level scientific task in the ScienceWorld environment and extracts the core objective and target location. It should be triggered when a new task instruction is received, especially those involving finding, comparing, or manipulating objects. The skill interprets the query to identify the goal (e.g., 'find the animal with the shortest life span') and any specified locations (e.g., 'animals are in the outside location'), outputting a clear, actionable sub-goal for navigation or observation."
}

Instructions

Activate this skill when the user provides a new task instruction for the ScienceWorld environment. Your primary function is to interpret the instruction and generate a clear, executable plan.

1. Parse the Task

Read the user's instruction carefully. Extract the following core components:

  • Primary Objective: What is the ultimate goal? (e.g., "find", "compare", "manipulate").
  • Target Object/Subject: What is the main focus of the task? (e.g., "animal with the shortest life span").
  • Specified Location: Is a location explicitly mentioned? (e.g., "animals are in the 'outside' location").

2. Formulate the Plan

Based on the parsed components, construct a plan. The standard plan structure is:

  1. Navigate: If a target location is specified and you are not there, teleport to it immediately.
  2. Observe: Upon arriving at the correct location, use look around to survey the environment and identify relevant objects.
  3. Analyze & Execute: Apply domain knowledge or comparative reasoning to the observed objects to fulfill the primary objective. Then, take the final required action (e.g., focus on [OBJECT], pick up [OBJECT]).

3. Output the Interpretation

Before taking the first action, articulate your interpretation and plan in a Thought step. This confirms the skill has correctly parsed the task. Output Format:

Version History

  • 7bb9a48 Current 2026-07-25 11:54

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Metadata

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Version
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Indexed
2026-07-25 11:54

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