AgentSkillsCN

scienceworld-target-locator

此技能会基于领域知识与环境线索，推断目标物体最有可能的位置。当智能体需要寻找某一特定物品（如动物），而该物品并不在当前房间时，应触发此技能。该技能会分析环境描述，并建议一个适合传送前往进一步调查的房间。

SKILL.md
--- frontmatter
name: scienceworld-target-locator
description: This skill determines the most likely location for a target object based on domain knowledge and environmental clues. Trigger this when the agent needs to find a specific item (like an animal) but it is not in the current room. It analyzes the environment description and suggests a room to teleport to for further investigation.

Skill: Target Locator

Trigger: When the agent needs to find a specific object (e.g., an animal, a tool, a chemical) and a preliminary look around in the current room does not reveal it.

Core Logic

  1. •Analyze the Target: Classify the target object based on its type (e.g., animal, tool, container, chemical).
  2. •Consult Domain Knowledge: Use the bundled reference (target_location_heuristics.md) to map the object type to the most probable room(s) in the ScienceWorld environment.
  3. •Evaluate Current Context: Briefly review the recent look around observation. If doors to high-probability rooms are visible and open, prioritize them.
  4. •Output Decision: Output a single, clear teleport to LOC action command, choosing the most promising location to search next.

Primary Instruction: Do not overthink. Rely on the heuristics. The goal is to make an efficient, educated guess to continue the search.

Example Flow (From Trajectory)

  • •Task: "find a(n) animal."
  • •Trigger: look around in hallway shows no animal.
  • •Analysis: Target type = animal.
  • •Heuristic Check: Animals are most commonly found outside.
  • •Context Check: A door to outside is not listed in the hallway observation.
  • •Decision: The highest-probability room outside is accessible via teleport.
  • •Output: teleport to outside