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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.

71

Quality

87%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

The canonical home for this skill is market-research in affaan-m/ECC

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.

An efficient, well-structured instruction-only skill with concrete collection checklists and a quality gate. It could be strengthened with explicit data-acquisition methods and a feedback loop for surfacing source gaps.

Suggestions

Add specific, named source types or retrieval methods (e.g., 'company 10-K filings', 'Crunchbase for funding history', 'CB Insights for market sizing reports') to make the collection checklists more executable.

Introduce a brief validate-and-iterate loop in the Quality Gate (e.g., 'if any number is unsourced, return to research before delivering') to strengthen the feedback path.

Consider splitting the per-mode collection lists into a reference file so SKILL.md stays a tighter overview once the skill grows.

DimensionReasoningScore

Conciseness

Lean and well-organized with no padding or explanation of concepts Claude already knows; every section ('Research Standards', 'Common Research Modes', 'Quality Gate') earns its place.

5 / 5

Actionability

Provides concrete, actionable guidance via collection checklists per mode, a numbered output format, and a quality-gate checklist, though it stops short of specifying sources or methods for acquiring the data.

4 / 5

Workflow Clarity

A clear sequence runs from activation criteria through research modes to output format and a pre-delivery Quality Gate checklist, but there is no explicit validate-fix-retry feedback loop.

4 / 5

Progressive Disclosure

Well-structured with clear section headers and self-contained content; no bundle files exist, so the one-level-deep reference pattern of the top anchor does not apply, leaving minor organization gaps.

4 / 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 description that clearly states capabilities and provides explicit, natural-language triggers in third person. Both the 'what' and 'when' are well covered with minimal conflict risk.

DimensionReasoningScore

Specificity

Lists multiple concrete research activities ('market research, competitive analysis, investor due diligence, and industry intelligence') plus concrete deliverable attributes ('source attribution and decision-oriented summaries'), giving comprehensive coverage.

5 / 5

Completeness

Explicitly answers both what ('Conduct market research... with source attribution and decision-oriented summaries') and when ('Use when the user wants market sizing, competitor comparisons...') with concrete trigger phrases.

5 / 5

Trigger Term Quality

Natural trigger phrases are present ('market sizing, competitor comparisons, fund research, technology scans, or research that informs business decisions') with good coverage, though a few common synonyms are missing.

4 / 5

Distinctiveness Conflict Risk

Clear market-research niche with distinct, domain-specific triggers; minimal overlap risk with unrelated 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

frontmatter_unknown_keys

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

Warning

Total

15

/

16

Passed

Repository
affaan-m/ECC
Reviewed

Table of Contents

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