scienceworld-animal-identifier

Use when the agent needs to locate, identify, and focus on a specific animal or biological entity in the ScienceWorld environment. This skill handles tasks involving animal comparison, examination, or interaction (such as determining lifespan extremes) by navigating to the correct location with "teleport to", surveying with "look around", and executing "focus on ANIMAL" with the exact entity name.

Quality

83%

Does it follow best practices?

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Adds up to 20 points to the overall score

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Securityby

Low

Low-risk findings worth noting

Quality

Content

78%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.

A concise, actionable skill body with a clear sequenced workflow and concrete transcript examples. The main weakness is progressive disclosure: a bundle reference file exists but is neither linked nor leveraged, leaving duplicated content inline and an orphaned reference.

Suggestions

Add an explicit one-level-deep pointer to the bundle, e.g. under a 'Reference' section: 'See [action_primer.md](references/action_primer.md) for the full action catalog and observation-parsing patterns,' so the existing bundle is discoverable.

Remove the inline duplication of the teleport/look around/focus action details from the body once they are deferred to action_primer.md, keeping only the workflow skeleton inline to tighten conciseness.

Add an error-recovery branch to step 5 (e.g., 'If the name is not recognized, re-run `look around` and copy the exact token'), turning the confirm step into a validate->fix->retry feedback loop to lift workflow_clarity to 5.

Dimension	Reasoning	Score
Conciseness	Efficient and free of concepts Claude already knows, but the 'navigate first' guidance is restated across When-to-Use, Workflow, and Key Principles, and parenthetical asides add minor padding that could be trimmed; sits above the 3 anchor but not fully lean enough for 5.	4 / 5
Actionability	Provides concrete executable commands ("teleport to <LOCATION>", "look around", "focus on <ANIMAL>") plus copy-paste-ready transcript examples covering the common cases, matching the fully-executable top anchor.	5 / 5
Workflow Clarity	Clear five-step sequence with an explicit confirmation checkpoint ("Confirm success — Wait for the system response"), but lacks an error-recovery feedback loop for the case where the exact name fails to match, a minor validation gap keeping it below 5.	4 / 5
Progressive Disclosure	The body is well-organized into sections, but the provided bundle file references/action_primer.md is never cited from the skill body and its content (teleport/look around/focus) is duplicated inline, fitting the 'references present but not clearly signaled' anchor rather than the well-signaled 4 or 5.	3 / 5
	Total	16 / 20 Passed

Description

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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 concretely states both capability and trigger conditions with strong natural-language terms and a distinct ScienceWorld niche. Only minor gaps in action comprehensiveness and trigger-term synonym coverage keep specificity and trigger_term_quality from the top.

Dimension	Reasoning	Score
Specificity	Lists several specific concrete actions — "navigating to the correct location", "surveying with 'look around'", "executing 'focus on ANIMAL' with the exact entity name" — with only minor coverage gaps, matching the 'several specific actions; minor gaps' anchor rather than the fully comprehensive 5.	4 / 5
Completeness	Explicitly answers both what (handles comparison/examination/interaction via navigate-survey-focus) and when ("Use when the agent needs to locate, identify, and focus on a specific animal") with concrete trigger phrases, matching the top anchor; not a 4 because the 'when' is concrete, not merely implied.	5 / 5
Trigger Term Quality	Good natural-term coverage ("locate, identify, and focus on a specific animal", "animal comparison, examination, or interaction", "determining lifespan extremes") but missing common synonyms like "find an animal" or "species", fitting the 4 anchor rather than comprehensive 5.	4 / 5
Distinctiveness Conflict Risk	Scoped to the ScienceWorld environment with distinct triggers (animal/biological entity focus), giving it a clear niche with minimal conflict 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-animal-identifier/SKILL.md
Commit: 076c6df

Reviewed: 6 days ago

Table of Contents

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