scienceworld-living-entity-identifier

Name: scienceworld-living-entity-identifier
Author: zjunlp/SkillNet

$npx mdskill add zjunlp/SkillNet/scienceworld-living-entity-identifier

Spot living organisms in rooms to guide finding and interaction tasks.

Enables agents to locate eggs, plants, and animals for focused actions.
Depends on room observation text and biological domain knowledge.
Flags candidates by matching object lists against known living indicators.
Outputs specific targets for focus or pickup commands.

SKILL.md

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---
name: scienceworld-living-entity-identifier
description: Analyzes room observations to identify potential living things (e.g., eggs, plants, animals) among listed objects. Use this skill when a task involves finding, focusing on, or interacting with a living thing, biological entity, or organism. Processes observation text, flags candidate living items based on domain knowledge, and outputs a focused target for subsequent actions like focus on or pick up.
---
# Skill: Living Entity Identifier

## Purpose
Identify living things (eggs, plants, animals) from room observations and focus on them for task progression.

## Core Workflow
1. **Survey Room:** `look around` to get the observation text listing all objects.
2. **Identify Candidates:** Scan the object list for living entity indicators:
   - **Animals:** dove, giant tortoise, bee, frog, fish
   - **Eggs:** dove egg, chicken egg, turtle egg
   - **Plants:** flower, tree, moss, fern, algae
   - **Other biological:** mushroom, seed, pollen
3. **Focus on Target:** `focus on [IDENTIFIED_OBJECT]` to signal task progress.
4. **Transport (if needed):** `pick up [OBJECT]` then `move [OBJECT] to [CONTAINER]`.

## Key Actions
| Action | Purpose |
|--------|---------|
| `look around` | Survey room for objects |
| `teleport to LOC` | Move to rooms with biological likelihood |
| `focus on OBJ` | Signal identification to task system |
| `pick up OBJ` | Acquire entity for transport |

## Example
**Task:** "Find a living thing in the environment."

1. `teleport to outside`
2. `look around` — observation lists: "a dove egg", "a rock", "soil"
3. Identify "dove egg" as the living entity candidate
4. `focus on dove egg`
5. If transport required: `pick up dove egg` then `move dove egg to blue box`

## Important Notes
* Prioritize explicit living things (e.g., "dove egg," "giant tortoise") over ambiguous substances (e.g., "air," "water").
* If the current room lacks candidates, `teleport to` rooms with higher biological likelihood: `outside`, `greenhouse`, `bedroom`.
* Always use `focus on` immediately after identification — it signals task progress.

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