How do I install the Scienceworld Process Monitor skill?

Run npx skillmds add majiayu000/scienceworld-process-monitor in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Scienceworld Process Monitor safe to use?

This skill has not completed SkillMD's automated safety review yet. Capability flags: docs only. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Scienceworld Process Monitor?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Scienceworld Process Monitor free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Scienceworld Process Monitor?

majiayu000 (@majiayu000) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Scienceworld Process Monitor by majiayu000

Name: Scienceworld Process Monitor
Rating: 4.2 (5 reviews)
Author: majiayu000

Scienceworld Process Monitor

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.

majiayu000 d1571f4 2 files · 2.8 KB Updated Sep 9, 2026 567 repo stars

File contents

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:

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

Core Procedure

Observe the Apparatus: Use look at <APPARATUS> to verify the apparatus is active and contains the target substance.
Inspect the Substance: Use examine <SUBSTANCE> to check its current state description.
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.

---name: scienceworld-process-monitordescription: 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.

Frequently asked questions