scienceworld-heating-apparatus-setup

This skill positions a container with a substance onto a heating device (stove, oven) and activates the device. It should be triggered when a task requires melting, boiling, or heating a substance. The skill moves the prepared container to the heating element and turns it on.

Quality

77%

Does it follow best practices?

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Securityby

Passed

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tessl review fix ./experiments/src/skills/scienceworld/scienceworld-heating-apparatus-setup/SKILL.md

Quality

Content

62%

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

A well-structured, clearly sequenced procedure with a genuine verification step, but its quality is dragged down by two referenced bundle scripts that do not exist and some redundant restating of the description. Fixing the broken script references would substantially improve actionability and navigation.

Suggestions

Add the missing bundle scripts scripts/setup_heater.py and scripts/monitor_temperature.py, or remove the references — the body currently directs Claude to use scripts that are not in the bundle.

Correct the typo 'error-prone' to 'error-free' in the Core Procedure intro, as 'error-prone' conveys the opposite of the intended reliable behavior.

Tighten or remove the redundant Purpose section, which restates the frontmatter description, to improve token efficiency.

Dimension	Reasoning	Score
Conciseness	Mostly efficient with tight action patterns, but the Purpose section restates the frontmatter description and prerequisite phrasing could be tightened, so it is not fully lean.	2 / 3
Actionability	Concrete game-command patterns like `move <CONTAINER> to <HEATING_DEVICE>` and `activate <HEATING_DEVICE>` are present, but the primary directive to 'Use the bundled setup_heater.py script' points to a file that does not exist, breaking the executable path.	2 / 3
Workflow Clarity	A clear numbered 1–4 sequence with an explicit validation checkpoint in step 4 ('Expected Observation: The device is turned on and the container is listed as being on it') plus error-recovery guidance, matching the score-3 anchor.	3 / 3
Progressive Disclosure	Sections are well-organized and references/thermal_procedures.md is real and one-level-deep, but two of the three referenced bundle paths (setup_heater.py, monitor_temperature.py) are missing from the actual bundle, undermining navigation.	2 / 3
	Total	9 / 12 Passed

Description

92%

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

A strong, third-person description that clearly states concrete actions and explicit trigger conditions for melting, boiling, or heating tasks. Its main weakness is the missing domain qualifier, which leaves some overlap risk with non-ScienceWorld heating skills.

Dimension	Reasoning	Score
Specificity	Lists multiple concrete actions — 'positions a container with a substance onto a heating device', 'activates the device', 'moves the prepared container to the heating element and turns it on' — matching the score-3 anchor for multiple specific concrete actions.	3 / 3
Completeness	Explicitly answers both what ('positions a container... and activates the device') and when ('It should be triggered when a task requires melting, boiling, or heating a substance'), matching the score-3 anchor.	3 / 3
Trigger Term Quality	Includes natural trigger terms a user would say in this domain — 'melting, boiling, or heating a substance' alongside 'stove, oven' — giving good coverage rather than jargon.	3 / 3
Distinctiveness Conflict Risk	The procedure niche is fairly specific, but the description omits the ScienceWorld domain, so 'melting/boiling/heating a substance' could overlap with a general cooking or real-world heating skill; it is not yet a clearly unconflicted niche.	2 / 3
	Total	11 / 12 Passed

Validation

100%

Warnings & errors only

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository: zjunlp/SkillNet
Path: experiments/src/skills/scienceworld/scienceworld-heating-apparatus-setup/SKILL.md
Commit: 7bb9a48

Reviewed: 1 day ago

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