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scienceworld-threshold-evaluator

Use when the agent has just obtained a numerical measurement (temperature, weight, pH) and must compare it against a predefined threshold to determine a binary outcome. This skill extracts the measured value, evaluates it against the threshold condition (above/below), and executes the corresponding branch action such as classification or placement.

77

Quality

96%

Does it follow best practices?

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SecuritybySnyk

Passed

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SKILL.md
Quality
Evals
Security

Quality

Content

92%

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

The body is concise, actionable, and clearly sequenced for a simple decision skill, scoring top marks on conciseness, actionability, and workflow clarity. Its one weakness is progressive disclosure: two reference bundle files are provided but never linked from the body, leaving them orphaned.

Suggestions

Add a short 'References' section in the body linking to references/action_guide.md (post-evaluation action construction) and references/usage_examples.md (additional worked examples) so the bundle is discoverable and one level deep.

Trim the body's 'Examples' and action-execution detail once the corresponding references are linked, to avoid duplicating content that already lives in the bundle files.

Signal each reference with a one-line purpose so Claude knows when to consult it (e.g., 'See action_guide.md for command construction patterns after evaluation').

DimensionReasoningScore

Conciseness

The ~64-line body is lean and focused: it gives a compact workflow, two short worked examples, and skill-specific pitfalls without explaining concepts Claude already knows. It is not a 2 because there is no generic padding or unnecessary explanation to tighten.

3 / 3

Actionability

As an instruction-only skill it provides concrete, executable guidance — exact value extraction ("56"), explicit operator mapping ("above 50.0 degrees" -> threshold=50.0, operator=">"), and real commands ("move unknown substance B to orange box"). It is not a 2 because the guidance is specific and copy-ready rather than pseudocode or vague direction.

3 / 3

Workflow Clarity

The four-step sequence (Extract -> Identify threshold/condition -> Evaluate -> Execute branch) is clearly ordered and unambiguous for a simple, non-destructive single-purpose task, with boundary guidance for the equal-to-threshold edge case. It is not a 2 because the steps are explicit and the operation is simple enough that elaborate validation checkpoints are not required.

3 / 3

Progressive Disclosure

The body is well-organized into clear sections, but bundle files (references/action_guide.md, references/usage_examples.md) exist and are never referenced or linked from the body, and the body inlines action-execution guidance and examples that those files also cover. It is not a 3 because the provided references are orphaned rather than clearly signaled and navigated, and not a 1 because the body itself is well structured rather than a monolithic wall of text.

2 / 3

Total

11

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12

Passed

Description

100%

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 is specific, complete, and well-triggered: it states concrete actions, includes an explicit 'Use when' clause, and covers natural measurement-domain keywords. It carves out a distinct niche with low conflict risk.

DimensionReasoningScore

Specificity

The description enumerates multiple concrete actions — "extracts the measured value, evaluates it against the threshold condition (above/below), and executes the corresponding branch action such as classification or placement" — matching the anchor for listing several specific concrete actions.

3 / 3

Completeness

It explicitly answers both 'what' (extracts, evaluates, executes the branch action) and 'when' ("Use when the agent has just obtained a numerical measurement..."), with an explicit trigger clause. It is not a 2 because the 'when' is stated outright rather than merely implied.

3 / 3

Trigger Term Quality

It uses natural trigger terms a user would say — "numerical measurement (temperature, weight, pH)" and "compare it against a predefined threshold" — giving good coverage rather than jargon. It is not a 2 because it covers several measurement-domain terms, not just one generic phrase.

3 / 3

Distinctiveness Conflict Risk

The niche is distinct — a measurement-vs-threshold binary decision immediately following a ScienceWorld measurement — and its trigger is specific enough to be unlikely to fire for unrelated skills. It is not a 2 because the trigger and scope are narrowly scoped rather than broadly overlapping.

3 / 3

Total

12

/

12

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.

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
zjunlp/SkillNet
Reviewed

Table of Contents

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If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.