Agent Skillszjunlp/SkillNet › scienceworld-ambiguous-action-resolution

scienceworld-ambiguous-action-resolution

GitHub

用于解决ScienceWorld环境中因多个相同对象实例导致的歧义提示,通过自动选择最低编号(通常为0)来机械性消除阻塞,确保任务流程继续。

experiments/src/skills/scienceworld/scienceworld-ambiguous-action-resolution/SKILL.md zjunlp/SkillNet

Trigger Scenarios

环境返回包含 'Ambiguous request' 的提示 存在多个功能相同的对象实例且系统要求明确选择

Install

npx skills add zjunlp/SkillNet --skill scienceworld-ambiguous-action-resolution -g -y
More Options

Non-standard path

npx skills add https://github.com/zjunlp/SkillNet/tree/main/experiments/src/skills/scienceworld/scienceworld-ambiguous-action-resolution -g -y

Use without installing

npx skills use zjunlp/SkillNet@scienceworld-ambiguous-action-resolution

指定 Agent (Claude Code)

npx skills add zjunlp/SkillNet --skill scienceworld-ambiguous-action-resolution -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-ambiguous-action-resolution",
    "description": "Use when the ScienceWorld environment returns an \"Ambiguous request\" prompt with a numbered list of identical action options. This skill resolves the disambiguation by selecting the lowest available number (typically 0) to proceed, ensuring task progression when multiple identical object instances exist and the system cannot automatically determine which instance to act upon."
}

Skill: scienceworld-ambiguous-action-resolution

Purpose

Resolve system disambiguation prompts that block task progression when the ScienceWorld environment cannot determine which identical object instance the agent intends to act upon. This is a mechanical bypass, not a decision-making step.

When to Use

  • When the environment returns an observation containing "Ambiguous request: Please enter the number for the action you intended (or blank to cancel):" followed by a numbered list
  • When multiple identical object instances exist (e.g., five identical banana seeds in a jar) and the system requires explicit selection
  • Only when options are functionally identical -- do NOT use this skill for menu selections where options have different meanings

Workflow

  1. Recognize the prompt -- Identify the exact phrase: "Ambiguous request: Please enter the number for the action you intended (or blank to cancel):".
  2. Scan the options -- Confirm that the listed options (0, 1, 2...) are functionally identical, referring to different instances of the same object.
  3. Select the lowest number -- Choose 0 (the first option) to proceed. Any valid selection will produce the same result.
  4. Execute -- Output the selected number as the next action.

Examples

Example 1: Moving one of several identical banana seeds

Observation:

Ambiguous request: Please enter the number for the action you intended (or blank to cancel):
0: move banana seed (in seed jar, in inventory, in agent, in greenhouse) to flower pot 1 (in greenhouse)
1: move banana seed (in seed jar, in inventory, in agent, in greenhouse) to flower pot 1 (in greenhouse)
2: move banana seed (in seed jar, in inventory, in agent, in greenhouse) to flower pot 1 (in greenhouse)

Action:

> 0

The system proceeds with moving one banana seed to flower pot 1.

Example 2: Picking up one of several identical items

Observation:

Ambiguous request: Please enter the number for the action you intended (or blank to cancel):
0: pick up red wire (on table, in workshop)
1: pick up red wire (on table, in workshop)

Action:

> 0

Key Principles

  • Efficiency -- Do not overthink; the objects are identical and any choice is valid.
  • Consistency -- Always default to 0 unless task logic specifically requires a different instance.
  • Scope -- This skill is strictly a disambiguation mechanic, not a decision-making process.

Anti-Patterns

  • Do NOT use for non-ambiguous choices where options have different meanings.
  • Do NOT trigger if the observation does not contain the exact "Ambiguous request" phrase.
  • Do NOT waste steps analyzing differences between identical instances.

Version History

  • 7bb9a48 Current 2026-07-25 11:52

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Metadata

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Version
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Hash
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Indexed
2026-07-25 11:52

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