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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.

69

Quality

85%

Does it follow best practices?

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SKILL.md
Quality
Evals
Security

Quality

Content

78%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, actionable skill body with a clear workflow, executable LaTeX examples, and exemplary progressive disclosure to verified bundle files. Weakest spots are mild redundancy with the description and an implicit rather than explicit compile-fix-retry loop.

Suggestions

Make the Compile and Review feedback loop explicit: 'If figures/refs/page breaks fail to render, fix the source and recompile until verification passes' to reach a 5 on workflow clarity.

Tighten the 'When to Use This Skill' section or merge it with the Routing Boundary to remove overlap with the frontmatter description.

Replace the vague visual instruction ('Use the repository's available figure-generation or plotting approach') with a concrete pointer to scripts/generate_market_visuals.py or a specific plotting recipe.

DimensionReasoningScore

Conciseness

Mostly efficient and assumes Claude's competence (no basic-concept padding), but the 'When to Use This Skill' list overlaps the frontmatter description and the Routing Boundary, and the Report Structure 'Include' bullets could be slightly trimmed.

4 / 5

Actionability

Copy-paste-ready LaTeX examples (documentclass, usepackage, keyinsightbox/marketdatabox/riskbox, figure) and concrete framework/section specs, but the visual step is vague ('Use the repository's available figure-generation or plotting approach') and much guidance is structural rather than executable.

4 / 5

Workflow Clarity

A clear 6-step numbered sequence (Define Scope → Gather Evidence → Build Analysis → Plan Visuals → Draft → Compile and Review) plus a Checklist validation artifact, but the compile step states 'verify' without an explicit fix-and-retry feedback loop.

4 / 5

Progressive Disclosure

SKILL.md is an overview with well-signaled one-level-deep references (Resources section lists all three references, three assets, and the script), and every referenced path resolves to a real bundle file, with deeper detail correctly deferred to those files.

5 / 5

Total

17

/

20

Passed

Description

92%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, third-person description that clearly states capabilities, gives concrete trigger terms, and explicitly carves out a niche with a 'Do not use for' boundary. The only gap is a handful of natural synonyms a user might also say.

DimensionReasoningScore

Specificity

Lists multiple concrete actions within its domain — 'market sizing, competitive landscape, market entry, investment thesis, strategic recommendations, and consulting-style business reports' — giving comprehensive coverage rather than just naming the domain.

5 / 5

Completeness

Explicitly answers both what ('Generate comprehensive market research reports and industry/competitive analysis in the style of top consulting firms') and when ('Use for market sizing, competitive landscape, market entry, investment thesis...') with concrete trigger phrases.

5 / 5

Trigger Term Quality

Strong natural-term coverage ('market sizing', 'competitive landscape', 'market entry', 'investment thesis', 'consulting-style business reports') that users would actually say, but a few natural synonyms are absent (e.g., 'due diligence', 'go-to-market', 'industry report', 'TAM/SAM/SOM').

4 / 5

Distinctiveness Conflict Risk

Clear niche (consulting-style market research) reinforced by an explicit 'Do not use for' boundary listing scientific reports, LaTeX submission, EDGAR/FRED/Treasury/Data Commons, and biomedical work, minimizing overlap with adjacent skills.

5 / 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

metadata_version

'metadata.version' is missing

Warning

Total

15

/

16

Passed

Repository
foryourhealth111-pixel/Vibe-Skills
Reviewed

Table of Contents

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