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serper-search

Search the public web through Serper instead of the built-in WebSearch tool. Use when an agent needs current information, general web sources, or URLs not available from local files and project APIs. SERPER_API_KEY is available in the environment.

72

Quality

87%

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

100%

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

A tight, highly actionable SKILL.md body that gives an executable curl example, exact API details, and a sequenced failure-handling workflow without padding. No bundle files exist and none are needed for this scope.

DimensionReasoningScore

Conciseness

The body is lean with terse bullets, an exact curl example, and no explanations of concepts Claude already knows; every section earns its place, matching the score-3 anchor for lean and efficient content.

3 / 3

Actionability

Provides the exact endpoint, auth header, content type, required JSON body, and a complete copy-paste curl command, plus specific response fields to use, matching the score-3 anchor for fully executable guidance.

3 / 3

Workflow Clarity

The single-purpose search task is clear, and the numbered Failure Handling section gives explicit condition-to-action checkpoints with a retry gate ("retry only when external network is available"), satisfying the simple-skill allowance for a 3.

3 / 3

Progressive Disclosure

The skill is self-contained, under 50 lines, and well-organized into clear sections (Rules, API, Curl, Response Use, Failure Handling) with no nested references, meeting the guideline that short skills with no external references can score 3 on well-organized sections alone.

3 / 3

Total

12

/

12

Passed

Description

75%

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, concise description that answers both what the skill does and when to use it, with an explicit trigger clause and clear differentiation from the built-in WebSearch tool. Its main weakness is trigger-term breadth and a single-action specificity profile.

Suggestions

Broaden trigger terms with natural phrasings users actually say, e.g. "Use when the user asks to look something up online, find current news, or get a URL that isn't in local files or project APIs."

If applicable, name a second concrete capability (e.g. image/news search modes) to lift specificity from a single action toward multiple concrete actions.

DimensionReasoningScore

Specificity

Names a concrete action ("Search the public web through Serper") and a routing decision ("instead of the built-in WebSearch tool"), but it is a single action rather than multiple concrete actions as the score-3 anchor expects.

2 / 3

Completeness

Clearly answers what ("Search the public web through Serper") and when via an explicit "Use when an agent needs current information, general web sources, or URLs not available from local files and project APIs" clause, matching the score-3 anchor.

3 / 3

Trigger Term Quality

Includes some natural terms a user would say ("current information", "general web sources", "search the public web") but misses common variations like "look something up" or "find online", matching the score-2 anchor's partial coverage.

2 / 3

Distinctiveness Conflict Risk

The explicit contrast with the built-in WebSearch tool and the scoping to information unavailable from local files/APIs give it a clear niche with distinct triggers unlikely to conflict.

3 / 3

Total

10

/

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
agentscope-ai/ReMe
Reviewed

Table of Contents

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