Atlas / Skills / zjunlp / Scienceworld Process Monitor

Scienceworld Process MonitorSAFE

skills/zjunlp/scienceworld-process-monitor

Create, Evaluate, and Connect AI Skills

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
—
Hosts
—
License
MIT
Stars
1,402
01

Overview

Create, Evaluate, and Connect AI Skills

Read from source at commit 4501e739125cOBSERVED · 2026-10-12
02

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

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

## When to Use
Activate when an apparatus (stove, burner) is active and you need to check whether a substance has undergone a state change (e.g., solid to liquid, liquid to gas).

## Procedure
1. `look at <APPARATUS>` — verify it is active and contains the target substance.
   - If apparatus is not active, use `activate <APPARATUS>` first.
   - If substance is missing, check inventory or nearby containers.
2. `examine <SUBSTANCE>` — check its current state description.
3. Compare the observed state to the previous state. If changed (e.g., "chocolate" to "liquid chocolate"), proceed to the next task step.
4. If no change, use `wait` then repeat from step 1.

Run every few steps during an active process. This skill only observes — it does not modify the apparatus or handle substances.

## Example
**Task:** Monitor chocolate melting on a stove.
1. `look at stove` — observation: "a stove (activated), containing: chocolate"
2. `examine chocolate` — observation: "chocolate"
3. No change yet. `wait`
4. `examine chocolate` — observation: "liquid chocolate"
5. State change detected. Proceed to take a temperature measurement.
03

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codeNA
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (0)

No findings outside the package's declared scope.

Gates applied: no_behavioural_pass.

Audited 2026-10-12 · audit v0.4.1 · source sha 4501e739125cfull audit observations/trust-audit/skill/zjunlp__scienceworld-process-monitor.json · Report an issue / request a re-scan
04

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-124501e739125cSAFEB89first audit
05

Questions

What does the Scienceworld Process Monitor skill do?

Create, Evaluate, and Connect AI Skills

Is Scienceworld Process Monitor safe to install?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.

What can Scienceworld Process Monitor access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

How current is this page?

The grade is for one exact copy of the source (4501e739125c), read on 2026-10-12. The repository is watched, and a new audit runs when it changes — this is the first audit.

Advertisement