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wigolo-research

Local-first multi-step research with question decomposition, parallel search, structured briefs, cross-references, and gap analysis. Use when the user needs comprehensive analysis, comparison reports, literature reviews, or says "research", "compare X vs Y", "deep dive", "thorough analysis", "find everything about". Returns a structured `brief` with `topics`, `highlights`, `key_findings`, `sections.overview.cross_references`, `sections.comparison`, `sections.gaps`.

69

Quality

85%

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

75%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 well-structured, mostly lean body with concrete examples and a clear report-writing workflow. It loses points mainly for delegating the central synthesis instructions to an external file that is not part of this bundle and for lacking an explicit verification checkpoint.

Suggestions

Inline a condensed version of the report-synthesis guidance from synthesis.md so the skill is self-contained when that external file is absent.

Add an explicit verification step (e.g., confirm each key finding is backed by a cited source and that sections.gaps are acknowledged) to the Writing the Report workflow.

Trim editorializing like 'Beats chaining search + fetch manually for multi-source synthesis.' to tighten the opening.

DimensionReasoningScore

Conciseness

The body is largely lean and assumes Claude's competence (compact depth table, inline-commented schema), with minor editorializing such as 'Beats chaining search + fetch manually' that could be trimmed.

4 / 5

Actionability

Copy-paste-ready JSON examples, a concrete depth/source-count table, an annotated output schema, and a numbered report-writing sequence give actionable guidance with only minor gaps.

4 / 5

Workflow Clarity

A clear 'Writing the Report' sequence (start with key_findings, use cross_references, build from topics, cite [N]) is present; this is non-destructive research so the validation cap does not apply, but there is no explicit source-verification checkpoint.

4 / 5

Progressive Disclosure

Sections are well organized with clearly signaled one-level-deep references (synthesis.md, sibling skills); however no bundle files exist in this skill and the core report-writing detail is delegated to an external file not present in the bundle.

4 / 5

Total

16

/

20

Passed

Description

96%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: concrete capabilities, abundant natural trigger terms, and an explicit what+when structure in third person. The only soft spot is mild overlap risk from broad triggers versus adjacent search/agent skills.

DimensionReasoningScore

Specificity

Lists multiple concrete actions — 'question decomposition, parallel search, structured briefs, cross-references, and gap analysis' — giving comprehensive coverage rather than vague domain naming.

5 / 5

Completeness

Explicitly answers both what ('Local-first multi-step research with question decomposition, parallel search, structured briefs, cross-references, and gap analysis') and when ('Use when the user needs comprehensive analysis... or says...') with concrete trigger phrases, in third person.

5 / 5

Trigger Term Quality

Covers natural user phrasings with synonyms and variations: 'research', 'compare X vs Y', 'deep dive', 'thorough analysis', 'find everything about', plus 'comprehensive analysis', 'comparison reports', 'literature reviews'.

5 / 5

Distinctiveness Conflict Risk

The multi-source synthesis niche is mostly distinct from single-query search, but broad triggers like 'research' and 'find everything about' carry minor overlap risk with sibling search/agent skills rather than a fully locked-in niche.

4 / 5

Total

19

/

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: 4 suspicious

Warning

Total

15

/

16

Passed

Repository
KnockOutEZ/wigolo
Reviewed

Table of Contents

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