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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.

73

Quality

92%

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SKILL.md
Quality
Evals
Security

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 a tight, actionable reference: exact commands with both environment and inventory variants, explicit confirmation-verification step, recovery guidance, and two concrete transcript examples. Only minor redundancy between the Purpose section, the description, and the repeated wait-for-confirmation note keeps it from full marks on conciseness.

DimensionReasoningScore

Conciseness

The body is lean and contains only non-obvious domain facts ("The `focus` action has no physical effect on the object; it is a declarative meta-action"), but the Purpose section restates the frontmatter description and "Always wait for the confirmation observation" in Important Notes duplicates Workflow step 4. Efficient with minor trimming opportunities — anchor 4, not 5.

4 / 5

Actionability

Fully executable, copy-paste-ready commands are given for both variants ("focus on <OBJECT_NAME>" and "focus on <OBJECT_NAME> in inventory"), the exact confirmation string ("You focus on the <OBJECT_NAME>.") to wait for, two complete transcript examples, and recovery commands ("look around, examine, or teleport to"). Matches the anchor-5 example of covering common cases.

5 / 5

Workflow Clarity

The 4-step workflow has an explicit validation checkpoint ("Verify confirmation -- Wait for the system response") and error-recovery guidance for the not-found case. This is a simple, non-destructive skill, and the sequence with explicit verification matches anchor 5.

5 / 5

Progressive Disclosure

A short, single-purpose skill (~55 lines) with no bundle files and well-organized sections (Purpose, When to Use, Workflow, Examples, Important Notes) — per the simple-skill note, this earns a 5 with well-organized sections and no nested references.

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 strong description: it explicitly covers what the skill does and when to use it, in third person, with domain-specific natural trigger terms and a distinctive niche. The only minor weaknesses are the hedged "often unlocking" phrasing and slightly thin synonym coverage.

DimensionReasoningScore

Specificity

The description names the domain (ScienceWorld), the concrete action ("direct attention to a specific object" via the "focus on" step), and specific usage contexts ("measuring, using, or connecting"), with minor gaps such as the confirmation output. It sits between anchor 3 (1-2 concrete actions) and anchor 5 (multiple actions) — this single-action skill is covered comprehensively but lists only one core action.

4 / 5

Completeness

Both parts are explicitly stated in third person: an explicit "Use when the agent needs to direct attention to a specific object... before performing a critical action such as measuring, using, or connecting" clause, and a clear what ("This preparatory 'focus on' step signals intent to the ScienceWorld system, often unlocking required state changes"). Matches the anchor-5 pattern of concrete what-and-when with trigger phrases.

5 / 5

Trigger Term Quality

Natural phrases a user would say are present — "focus on", "measuring", "using", "connecting", "inventory", "environment" — giving good keyword coverage. Not a 5 because common variations (e.g., "measure temperature", "examine object") are missing; not a 3 because the key natural trigger phrases are explicitly included.

4 / 5

Distinctiveness Conflict Risk

"ScienceWorld system" plus the distinctive "focus on" trigger carves out a clear niche with minimal conflict risk — no other plausible skill would trigger on this phrasing. Clear match to the anchor-5 example pattern.

5 / 5

Total

18

/

20

Passed

Validation

100%

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
Reviewed

Table of Contents

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