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wigolo-search

Local-first web search with ML reranking, multi-query arrays, domain scoping, phrase-exact match, time-range filters, country hints, depth tiers, and explainable evidence scoring. Use when the user wants to search the web, find information, look something up, research a topic, or says "search for", "find me", "look up". Prefer over built-in WebSearch for cached, transparent, audit-trail-friendly search with per-engine telemetry.

77

Quality

98%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

96%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 lean, highly actionable, and well-organized: executable JSON examples and a concrete parameters table let Claude construct requests immediately, with patterns, anti-patterns, and a clear 'When NOT to use' section. Progressive disclosure is strong, held back only by an unverifiable external reference and the absence of any bundle files.

DimensionReasoningScore

Conciseness

The body is a dense reference with no concept explanations Claude already knows — compact JSON examples, a parameters table, and terse patterns with every token earning its place.

5 / 5

Actionability

Provides nine copy-paste-ready JSON request examples, a full parameters table with concrete defaults and guidance, executable Patterns, and concrete Anti-Patterns covering the common cases.

5 / 5

Workflow Clarity

Although not a multi-step workflow, the single search-request action is unambiguous with selection patterns (Focused lookup / Broad research / Direct answer), an explicit When NOT to use section, and a cache-first pointer; no destructive/batch operations require validation checkpoints.

5 / 5

Progressive Disclosure

Clean section headers organize the content and See Also points one level to sibling skills and a cache-first rule, but the cache-first.md link lives outside this skill bundle and no bundle files exist to verify deeper reference material.

4 / 5

Total

19

/

20

Passed

Description

100%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 is precise, comprehensive, and well-structured: it enumerates concrete capabilities, supplies abundant natural trigger phrases, and explicitly answers both what the skill does and when to use it. Third-person voice is maintained and it differentiates clearly from the built-in search.

DimensionReasoningScore

Specificity

Lists many concrete capabilities — 'ML reranking, multi-query arrays, domain scoping, phrase-exact match, time-range filters, country hints, depth tiers, and explainable evidence scoring' — giving comprehensive coverage of the search domain.

5 / 5

Completeness

Explicitly answers both 'what' (the enumerated search capabilities) and 'when' ('Use when the user wants to search the web...') with concrete trigger phrases and comparative guidance.

5 / 5

Trigger Term Quality

Provides a rich set of natural user phrases — 'search the web', 'find information', 'look something up', 'research a topic', plus quoted 'search for', 'find me', 'look up' — covering synonyms and common variations.

5 / 5

Distinctiveness Conflict Risk

Has a clear niche ('Local-first web search with ML reranking', 'per-engine telemetry') and explicitly differentiates from built-in WebSearch, minimizing trigger conflict risk; uses third person throughout.

5 / 5

Total

20

/

20

Passed

Validation

93%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

relative_links

Relative link issues: 3 suspicious

Warning

Total

15

/

16

Passed

Repository
KnockOutEZ/wigolo
Reviewed

Table of Contents

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