scienceworld-process-monitor

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This skill observes the state of an active apparatus and its contents to track progress. It should be triggered periodically during a heating or reaction process to check for state changes (e.g., solid to liquid). The skill uses 'look at' or 'examine' actions on the apparatus and substance.

taomiao By taomiao schedule Updated 3/7/2026

name: scienceworld-process-monitor description: This skill observes the state of an active apparatus and its contents to track progress. It should be triggered periodically during a heating or reaction process to check for state changes (e.g., solid to liquid). The skill uses 'look at' or 'examine' actions on the apparatus and substance.

Process Monitoring Protocol

Purpose

Monitor an ongoing scientific process (e.g., heating, reaction) to detect state changes in the target substance and track progress toward a goal.

Trigger Conditions

Activate this skill when:

  1. An apparatus (e.g., stove, burner) is active (activated state).
  2. A target substance is contained within or on the apparatus.
  3. You need to determine if a phase/state transition has occurred (e.g., solid → liquid).

Core Procedure

  1. Observe the Apparatus: Use look at <APPARATUS> to verify the apparatus is active and contains the target substance.
  2. Inspect the Substance: Use examine <SUBSTANCE> to check its current state description.
  3. Record Observations: Note any change in the substance's state description (e.g., "chocolate" → "liquid chocolate").

Key Principles

  • Periodic Execution: Run this skill every few steps during an active process. Do not spam actions.
  • State-Driven: The skill's findings (state change detected or not) should inform the next step in the overarching experiment.
  • Non-Destructive: This skill only observes. It does not modify temperatures, turn equipment on/off, or handle substances.

Integration with Other Skills

The output of this skill (e.g., "substance melted") should be passed to a decision-making skill (e.g., scienceworld-measurement) to take the next appropriate action, such as taking a final temperature reading or deactivating the apparatus.

Example from Trajectory

  • Apparatus: stove
  • Substance: chocolate
  • Initial State: chocolate
  • Monitoring Action: examine chocolate
  • Observed State Change: liquid chocolate
  • Next Action: Trigger a temperature measurement skill.
Install via CLI
npx skills add https://github.com/taomiao/DynamicSkillCompiler --skill scienceworld-process-monitor
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