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market-research

Conduct market research, competitive analysis, investor due diligence, and industry intelligence with source attribution and decision-oriented summaries. Use when the user wants market sizing, competitor comparisons, fund research, technology scans, or research that informs business decisions.

Quality

89%

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SKILL.md
Quality
Evals
Security

Quality

Content

86%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 tight, well-structured instruction-only skill: concise checklists, explicit output format, and a pre-delivery quality gate make it genuinely actionable. The main gaps are missing execution specifics (citation format, sizing methodology, example deliverable) and an unsequenced research process between 'collect' and 'deliver'.

DimensionReasoningScore

Conciseness

The body is lean and directive with zero padding — no explanations of concepts Claude already knows ('Produce research that supports decisions, not research theater'). Every line prescribes behavior, matching the 'lean and efficient; every token earns its place' anchor.

5 / 5

Actionability

Concrete collection checklists per mode ('fund size, stage, and typical check size', 'top-down estimates... bottom-up sanity checks') and a fully specified six-part output structure give mostly executable guidance. It falls short of 5 because execution details are missing — no source-citation format, no numeric sizing method, no example output — but it is above 3 since the guidance is specific and directly actionable rather than vague.

4 / 5

Workflow Clarity

The implied sequence (choose mode → collect → structure output → gate) ends in an explicit validation checklist ('## Quality Gate / Before delivering: all numbers are sourced...'), so most checkpoints are present. It is not 5 because the research process itself (search → verify → resolve conflicting sources → synthesize) is not explicitly sequenced with feedback loops, leaving minor validation gaps.

4 / 5

Progressive Disclosure

No bundle files exist and none are needed at this size; the content is self-contained, well-sectioned (When to Activate, Research Standards, Modes, Output Format, Quality Gate), and nothing that belongs in a separate file is inlined or buried. Matches the well-organized, easy-navigation anchor for a compact skill.

5 / 5

Total

18

/

20

Passed

Description

88%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 that explicitly states what the skill does and when to use it, with concrete, naturally-spoken trigger terms and comprehensive action coverage. Its only weaknesses are a few missing common synonyms and a broad catch-all trigger clause that slightly raises conflict risk with generic research skills.

DimensionReasoningScore

Specificity

The description lists multiple specific concrete actions with comprehensive coverage — 'Conduct market research, competitive analysis, investor due diligence, and industry intelligence with source attribution and decision-oriented summaries' — matching the top anchor; it goes beyond the 'several specific actions; minor gaps' level 4 example.

5 / 5

Completeness

It explicitly answers both parts: what ('Conduct market research, competitive analysis, investor due diligence... with source attribution and decision-oriented summaries') and when ('Use when the user wants market sizing, competitor comparisons, fund research, technology scans...') with concrete trigger phrases — a direct match to the level 5 anchor example.

5 / 5

Trigger Term Quality

'market sizing, competitor comparisons, fund research, technology scans' are natural phrases users would say, giving good keyword coverage. Not 5 because common synonyms and variations are missing — e.g., TAM, due diligence, competitive landscape — while still noticeably above the 'some relevant keywords' level 3.

4 / 5

Distinctiveness Conflict Risk

The niche is mostly distinct with domain-specific triggers (market sizing, fund research, technology scans), but the trailing catch-all 'or research that informs business decisions' is broad and creates minor overlap risk with general research skills — matching 'mostly distinct; minor overlap risk' rather than the minimal-conflict level 5.

4 / 5

Total

18

/

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

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

Total

15

/

16

Passed

Repository

affaan-m/ECC

Path

.cursor/skills/market-research/SKILL.md

Reviewed

Table of Contents

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