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

90%

Does it follow best practices?

Run evals on this skill

Adds up to 20 points to the overall score

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Securityby

Passed

No findings from the security scan

Quality

Content

92%Weight 40%Scale 1-5

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

The body is tight, concrete, and immediately actionable with real command/output examples and a validation-gated workflow. Minor conciseness gains are possible by trimming the slight overlap between Purpose and Important Notes.

Dimension	Reasoning	Score
Conciseness	Lean and well-structured with no padding of concepts Claude already knows, though the Purpose section and Important Notes lightly restate the description and workflow steps.	4 / 5
Actionability	Provides fully executable, copy-paste-ready commands ('focus on <OBJECT_NAME>', 'focus on <OBJECT_NAME> in inventory') with real input/output examples covering both environment and inventory cases.	5 / 5
Workflow Clarity	A clear four-step sequence with an explicit validation checkpoint (step 4: wait for the confirmation observation) and error-recovery guidance for missing objects, satisfying the feedback-loop expectation.	5 / 5
Progressive Disclosure	A simple single-purpose skill with no need for external references, organized into clear sections (Purpose, When to Use, Workflow, Examples, Important Notes) that make navigation trivial.	5 / 5
	Total	19 / 20 Passed

Description

87%Weight 40%Scale 1-5

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 well-crafted description that clearly states both purpose and trigger conditions with concrete, domain-specific language. It is distinguishable and action-oriented, with only slight room for broader trigger-term coverage.

Dimension	Reasoning	Score
Specificity	Names the domain and several concrete actions ('focus on', 'measuring, using, or connecting'), with only minor gaps in coverage; not quite the exhaustive action list of a 5.	4 / 5
Completeness	Explicitly answers both 'what' ('This preparatory "focus on" step signals intent... unlocking required state changes') and 'when' with a concrete 'Use when...' clause and trigger phrases.	5 / 5
Trigger Term Quality	Includes the natural user phrase 'focus on' plus trigger actions like measuring, using, and connecting; a few common synonyms or phrasings are absent, keeping it just short of comprehensive.	4 / 5
Distinctiveness Conflict Risk	Scoped tightly to the ScienceWorld 'focus on' meta-action with domain-specific triggers, giving it a clear niche with minimal overlap risk against other skills.	5 / 5
	Total	18 / 20 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: 076c6df

Reviewed: 6 days ago

Table of Contents

Discovery Implementation Validation

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