alfworld-goal-interpreter
Parses the natural language task goal to extract actionable sub-objectives and required objects. Trigger this skill whenever a new task is assigned to break down complex instructions into clear, sequential targets. It interprets phrases like 'look at X under Y' to identify target objects (pillow), reference objects (desklamp), and spatial relationships (under).
适合你，如果需要在AI环境中将复杂指令转化为具体操作步骤
npx oh-my-skill add zjunlp/skillnet/alfworld-goal-interpretercurl -fsSL https://oh-my-skill.com/install.sh | bash -s -- zjunlp/skillnet/alfworld-goal-interpreternpx oh-my-skill verify zjunlp/skillnet/alfworld-goal-interpreter怎么用
商店整理自技能原文 · 版本 7bb9a48 · 表述以原文为准装上后，Claude 会把用户用自然语言描述的任务目标，拆解成主要物体、参考物体、空间关系和动作等结构化信息，然后生成一步步的子目标计划，并在执行中根据观察调整。
当用户分配一个新任务时触发，尤其是需要把复杂指令分解成清晰顺序目标的场景。
技能原文 SKILL.md
Goal Interpretation Protocol
1. Parse the Task Statement
When a new task is assigned, immediately analyze the natural language instruction to extract its core components. Use the parsing script (parse_goal.py) to perform this analysis.
Input: The raw task string (e.g., "look at pillow under the desklamp"). Output: A structured dictionary containing:
primary_target: The main object to interact with.reference_object: The object that defines a location or condition.spatial_relation: The preposition linking them (e.g., under, on, in).action: The verb defining the required interaction.
2. Generate Sub-Objectives
Based on the parsed components, formulate a clear, sequential plan. The plan must account for the spatial relationship.
Example Logic:
- IF relation is
under→ Sub-goal 1: Locate thereference_object. Sub-goal 2: Inspect the area beneath it for theprimary_target. - IF relation is
inoron→ Sub-goal 1: Locate thereference_object. Sub-goal 2: Check its contents/surface.
3. Identify Required Objects & Actions
Map the parsed objects to the available action types in the environment. The primary action verbs (look, take, use, etc.) from the task must be translated into the agent's available action set (go to, take, use, etc.).
Critical Check: If the reference_object is a container (drawer, fridge), ensure the plan includes the open action before inspection.
4. Execute & Adapt
Initiate the plan. After each action, monitor the observation. If the expected object is not found, or the action fails ("Nothing happened"), consult the fallback logic in the reference guide (search_patterns.md).
Remember: The agent must maintain object permanence. If an object is moved (e.g., a pillow is picked up), it is now in the agent's inventory and the spatial relationship is void.