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market-research-reports

Generate comprehensive market research reports and industry/competitive analysis in the style of top consulting firms. Use for market sizing, competitive landscape, market entry, investment thesis, strategic recommendations, and consulting-style business reports. Do not use for scientific reports, paper writing, LaTeX submission/PDF builds, EDGAR/FRED/Treasury/Data Commons data retrieval, or biomedical literature evidence work.

74

Quality

92%

Does it follow best practices?

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SecuritybySnyk

Passed

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SKILL.md
Quality
Evals
Security

Quality

Content

85%

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

The content is well-structured and highly actionable with concrete LaTeX examples and a clear sequenced workflow plus checklist, and it uses progressive disclosure with verified bundle files. Its main weakness is mild redundancy between the Routing Boundary, When-to-Use, and frontmatter description that could be tightened.

Suggestions

Consolidate the 'When to Use This Skill' section with the 'Routing Boundary' section to remove duplication with each other and with the frontmatter description.

Add an explicit compile-failure feedback loop in Step 6 (e.g., 'if compilation fails, read the log, fix the LaTeX, and recompile until it builds cleanly').

Tighten the 'Key Features' list or fold it into the Overview to reduce token overhead without losing information.

DimensionReasoningScore

Conciseness

The body is mostly efficient and does not explain concepts Claude already knows, but it could be tightened: the 'When to Use This Skill' section substantially duplicates the Routing Boundary and the frontmatter description, and the 'Key Features' list adds mild padding.

2 / 3

Actionability

Provides concrete, copy-paste-ready LaTeX examples (documentclass, usepackage, keyinsightbox/marketdatabox/riskbox/recommendationbox environments, figure block), specific file references (assets/market_research.sty, template, scripts/generate_market_visuals.py), and actionable instruction-style guidance for a report-writing skill.

3 / 3

Workflow Clarity

A clearly sequenced 6-step workflow (Define Scope through Compile and Review) with an explicit Compile-and-Review verification step and a dedicated final Checklist serving as a validation checkpoint; report generation is not a destructive/batch operation, so the missing explicit compile-failure retry loop does not cap the score.

3 / 3

Progressive Disclosure

SKILL.md acts as an overview pointing to real one-level-deep references (report_structure_guide.md, visual_generation_guide.md, data_analysis_patterns.md) and assets (market_research.sty, market_report_template.tex, FORMATTING_GUIDE.md) plus a script, all clearly signaled in a Resources section and verified to exist on disk.

3 / 3

Total

11

/

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, uses natural trigger terms, and clearly states both what the skill does and when to use it, with strong distinctiveness via an explicit exclusion list. It uses third-person voice throughout and avoids fluff.

DimensionReasoningScore

Specificity

Lists multiple concrete actions/use-cases such as 'market sizing, competitive landscape, market entry, investment thesis, strategic recommendations', matching the anchor for listing several specific concrete actions rather than vague language.

3 / 3

Completeness

Explicitly answers both what ('Generate comprehensive market research reports and industry/competitive analysis') and when ('Use for market sizing, competitive landscape...'), with an explicit 'Use for' trigger clause; not capped at 2 because the when-guidance is explicit.

3 / 3

Trigger Term Quality

Covers natural terms a user would say — 'market research reports', 'competitive landscape', 'market sizing', 'market entry', 'investment thesis', 'consulting-style business reports' — giving good coverage of common variations.

3 / 3

Distinctiveness Conflict Risk

Clear consulting-style market-research niche with an explicit 'Do not use for' exclusion list (scientific reports, LaTeX submission, EDGAR/FRED/Treasury/Data Commons, biomedical), making it unlikely to trigger for the wrong skill.

3 / 3

Total

12

/

12

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

metadata_version

'metadata.version' is missing

Warning

Total

15

/

16

Passed

Repository
foryourhealth111-pixel/Vibe-Skills
Reviewed

Table of Contents

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