scienceworld-inventory-focus

Use when the agent needs to confirm and prepare a specific inventory item before using it in an experiment or task step. This "focus on [ITEM] in inventory" action verifies the correct item has been collected and signals intent, ensuring operational readiness for subsequent actions like measurement, combination, or placement.

Quality

81%

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

82%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 content is actionable and well-structured with concrete executable examples and a clear sequenced workflow including a validation checkpoint. The main gap is the unreferenced bundle file and the absence of an explicit error-recovery loop.

Suggestions

Reference references/action_context.md from the body (e.g., a "See also" link) so the bundle file is discoverable and progressive disclosure is complete.

Add a short error-recovery note for the confirm-readiness step (e.g., what to do if the focus response differs or the item is missing).

Dimension	Reasoning	Score
Conciseness	The body is lean with well-earned sections (Purpose, Workflow, Examples, Notes) and no padding about concepts Claude already knows; only minor wording in Important Notes could be tightened.	4 / 5
Actionability	Provides exact executable commands ("pick up thermometer", "focus on [ITEM] in inventory", "use thermometer on unknown substance B") and two complete input/output examples covering the common cases.	5 / 5
Workflow Clarity	The four-step workflow is clearly sequenced with an explicit confirm-readiness checkpoint (wait for "You focus on the [ITEM]."), but it lacks an error-recovery branch for when the expected response does not appear.	4 / 5
Progressive Disclosure	Well-organized sections for a compact single-purpose skill, but the provided references/action_context.md bundle file is never linked from the body, leaving a minor navigation gap.	4 / 5
	Total	17 / 20 Passed

Description

80%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.

The description clearly and explicitly covers both what the skill does and when to use it, with a distinct ScienceWorld-specific trigger. Trigger-term naturalness is the weakest aspect, leaning agent-oriented rather than user-phrased.

Suggestions

Add a few natural user-facing trigger phrases (e.g., "verify an item in inventory", "prepare an object before an experiment") to broaden trigger-term coverage.

Consider naming the ScienceWorld environment explicitly in the description to reinforce distinctiveness and grounding.

Dimension	Reasoning	Score
Specificity	Names the concrete core action "focus on [ITEM] in inventory" plus downstream use cases ("measurement, combination, or placement") and what it verifies, but coverage of actions is somewhat narrow for a single-purpose skill rather than comprehensive.	4 / 5
Completeness	Explicitly answers both "what" (verifies the item has been collected and signals intent) and "when" ("Use when the agent needs to confirm and prepare a specific inventory item before using it...") with a concrete trigger clause.	5 / 5
Trigger Term Quality	Includes relevant terms like "inventory item", "experiment or task step", and "confirm and prepare", but these are agent-oriented and lack common synonym variations a user would naturally phrase.	3 / 5
Distinctiveness Conflict Risk	Tied to the specific ScienceWorld "focus on [ITEM] in inventory" action with a clear niche, making conflict with other skills minimal.	5 / 5
	Total	17 / 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-inventory-focus/SKILL.md
Commit: 076c6df

Reviewed: 6 days ago

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