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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`.

Quality

90%

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

82%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-organized, token-efficient overview body with concrete invocation examples and clear report-writing steps. Weaknesses are minor: an output field (`citations`) is referenced but never documented, no verification checkpoints before writing the report, and the primary detail reference lives outside the skill bundle at an unresolvable relative path.

Suggestions

Document the `citations` field in the output-structure sketch so step 6 ('Cite with [N] format from `citations`') has a visible counterpart in the brief example.

Move or copy the synthesis rules into the skill's own bundle (e.g., references/synthesis.md) and update the link so the reference resolves within the skill directory.

Add one explicit checkpoint before report writing, e.g., 'If sections.gaps covers a core sub-query, note the limitation up front and, if depth allows, rerun with a rephrased sub-query.'

DimensionReasoningScore

Conciseness

The body is lean and dense with earned tokens: a compact JSON quick-reference, a depth-level table with concrete counts/times, a minimal output-structure sketch, six terse report-writing steps, and anti-pattern bullets. It explains nothing Claude already knows; the only soft spot is the one-line promotional tagline ('Beats chaining `search` + `fetch` manually'), which still conveys decision-relevant information. Matches anchor 5.

5 / 5

Actionability

Five copy-paste JSON invocations cover the common cases (standard, comprehensive, quick, domain-scoped, custom schema) and the depth table gives exact parameters — mostly executable guidance. Minor gap: step 6 says 'Cite with [N] format from `citations`' but the documented output structure never shows a `citations` field, leaving the report-writer without the referenced detail. Anchor 4, not 5, due to this mismatch.

4 / 5

Workflow Clarity

The report-writing workflow is a clear numbered sequence (start with key_findings, use cross_references for reliable claims, sections from topics, comparison table, note gaps, cite). The skill is non-destructive read-only research, so the missing-validation cap does not apply, but there are no explicit checkpoints (e.g., how to verify coverage before writing or handle a sparse brief beyond listing gaps). Anchor 4: clear sequence with most checkpoints, minor gaps.

4 / 5

Progressive Disclosure

Good structure: the body stays a concise overview and delegates synthesis detail to a well-signaled one-level reference ('[wigolo/rules/synthesis.md](../wigolo/rules/synthesis.md)'), with See Also pointers to sibling skills. However, the reference path points outside the skill's own directory (../wigolo/rules/) and no such file exists in this skill's bundle (no references/, scripts/, or assets/ directories present), so navigation relies on an unverifiable external path. Anchor 4: good structure, references mostly clear, minor organization gaps.

4 / 5

Total

17

/

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 capability list, explicit 'Use when' trigger guidance with natural quoted phrases, a clear output contract, and third-person voice throughout. The only weakness is that broad triggers like 'research' and 'compare X vs Y' create minor conflict risk with closely related single-query search skills in the same family.

DimensionReasoningScore

Specificity

Lists multiple concrete capabilities ('question decomposition, parallel search, structured briefs, cross-references, and gap analysis') and specifies the exact output contract ('Returns a structured `brief` with `topics`, `highlights`, `key_findings`, `sections.overview.cross_references`...'), all in third person. Comprehensive coverage with no gaps, matching the anchor-5 example's level of specificity rather than anchor 4.

5 / 5

Completeness

Explicitly answers both 'what' (multi-step research with decomposition, parallel search, structured briefs, gap analysis) and 'when' via a concrete 'Use when the user needs... or says...' clause with specific trigger phrases, plus a 'Returns...' output description. Matches the anchor-5 example structure exactly; not anchor 4 since the 'when' is fully explicit.

5 / 5

Trigger Term Quality

Includes comprehensive natural trigger phrases users would actually say: '"research"', '"compare X vs Y"', '"deep dive"', '"thorough analysis"', '"find everything about"', plus 'comprehensive analysis', 'comparison reports', and 'literature reviews'. Coverage includes both domain terms and quoted colloquial variations, matching anchor 5.

5 / 5

Distinctiveness Conflict Risk

The niche (multi-step synthesized research briefs) is clearly distinct from single-shot search, and the description scopes itself to comprehensive multi-source work. However, broad triggers like '"research"' and '"compare X vs Y"' carry minor overlap risk with closely related sibling skills (wigolo-search, wigolo-agent referenced in the body), fitting 'mostly distinct; minor overlap risk with closely related skills' rather than anchor 5's minimal conflict risk.

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.

Validation — 15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

relative_links

Relative link issues: 4 suspicious

Warning

Total

15

/

16

Passed

Repository

KnockOutEZ/wigolo

Path

skills/wigolo-research/SKILL.md

Reviewed

Table of Contents

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