scienceworld-task-focuser

Use when the agent needs to direct attention to a specific object in the environment or inventory before performing a critical action such as measuring, using, or connecting. This preparatory "focus on" step signals intent to the ScienceWorld system, often unlocking required state changes for subsequent interactive steps in experimental procedures.

Quality

92%

Does it follow best practices?

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Adds up to 20 points to the overall score

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Securityby

Passed

No findings from the security scan

Quality

Content

100%

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

The content is concise, actionable, and well-organized, with concrete commands, a verified workflow, and a clear section structure appropriate for a simple single-purpose skill. No bundle files are needed or referenced.

Dimension	Reasoning	Score
Conciseness	The body is lean and assumes Claude's competence, with minimal redundancy and no padding; every section earns its place despite slight overlap between Purpose and When to Use.	3 / 3
Actionability	Provides concrete executable commands ('focus on <OBJECT_NAME>', 'focus on <OBJECT_NAME> in inventory') and worked examples showing real system responses, which are copy-paste ready.	3 / 3
Workflow Clarity	A clear 4-step sequence with an explicit verification checkpoint ('Wait for the system response... before proceeding to the next step') and a fallback for missing objects, giving explicit guidance.	3 / 3
Progressive Disclosure	A simple under-50-line skill with no external bundle files, organized into clear sections (Purpose, When to Use, Workflow, Examples, Notes); per the simple-skills note this warrants full marks.	3 / 3
	Total	12 / 12 Passed

Description

85%

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

The description clearly states both what the skill does and when to use it, with concrete actions and a distinctive ScienceWorld-specific niche. Trigger phrasing leans slightly abstract ('direct attention') rather than fully mirroring natural user language.

Dimension	Reasoning	Score
Specificity	Names concrete actions ('measuring, using, or connecting') and a specific mechanism ('focus on' step signals intent, unlocking state changes), matching the anchor that lists multiple specific concrete actions.	3 / 3
Completeness	Explicit 'Use when the agent needs to direct attention...' clause states when, and the rest states what (preparatory step signaling intent, unlocking state changes), so both what and when are clearly answered.	3 / 3
Trigger Term Quality	Includes the natural term 'focus on' but frames the trigger as 'direct attention to a specific object,' a slightly abstract phrasing rather than the exact verb users would say, so coverage is good but not comprehensive.	2 / 3
Distinctiveness Conflict Risk	Scoped specifically to the ScienceWorld system's 'focus on' preparatory meta-action, a clear niche with distinct triggers unlikely to overlap with other skills.	3 / 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-task-focuser/SKILL.md
Commit: 7bb9a48

Reviewed: 1 day ago

Table of Contents

Discovery Implementation Validation

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