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competitor-analysis

When the user wants to analyze competitors' App Store strategy, find keyword gaps, or understand competitive positioning. Also use when the user mentions "competitor analysis", "competitive research", "keyword gap", "what are my competitors doing", or "compare my app to". For keyword-specific research, see keyword-research. For metadata writing, see metadata-optimization.

70

Quality

85%

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

75%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, lean instruction skill: concrete tables, sensible defaults, a clear input-gathering sequence, and a defined output format. Its main gaps are the absence of any guidance on how to actually retrieve competitor data and the lack of input validation checkpoints.

Suggestions

Add a short 'Data collection' section with concrete steps or commands for fetching competitor metadata, ranks, and review data (e.g., App Store lookup endpoints or the project's existing keyword tools), since the tables specify what to fill in but not how to obtain it.

Trim the 'You are an expert…' role-play preamble and replace it with a one-line objective; the tables and checklists already carry the guidance.

Add a validation checkpoint after the Initial Assessment (e.g., verify each App ID resolves to a live listing before running the full framework) to catch bad inputs early.

DimensionReasoningScore

Conciseness

The body is dominated by lean tables and terse checklists that assume Claude's competence, but the opening preamble ("You are an expert in competitive intelligence… Your goal is to perform a thorough analysis…") is unnecessary padding. Not a 5 due to that trimmable role-play text; not a 3 because no sections explain concepts Claude already knows.

4 / 5

Actionability

Concrete, specific guidance: exact table columns, "Char usage (title) /30", "Recommend analyzing 3-5 competitors: 2 direct competitors, 1-2 aspirational (larger), 1 emerging", and "target country (default: US)". Falls short of 5 because it never says how to obtain the data (no lookup commands/tooling for fetching competitor metadata, ranks, or revenue estimates).

4 / 5

Workflow Clarity

Clear sequence: numbered Initial Assessment (with defaults) → Competitor Identification → six-part Analysis Framework → defined Output Format. Not a 5 because there are no validation checkpoints (e.g., confirming App IDs resolve before running the full analysis), though this analysis-only skill is non-destructive so the batch/destructive cap does not apply.

4 / 5

Progressive Disclosure

Well-organized single-file structure with clear section headers and only one-level references (an early check for `app-marketing-context.md` plus cross-skill links). No bundle files exist, so everything is inline; at ~155 lines some of the six framework sections could be split into reference files, which keeps this below a 5.

4 / 5

Total

16

/

20

Passed

Description

95%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 actions, explicit 'use when' triggers with natural user phrasings, and explicit disambiguation from sibling skills. The only minor gap is that the description understates the breadth of analysis types the body actually delivers.

DimensionReasoningScore

Specificity

Names the domain (App Store competitive strategy) and three concrete actions — "analyze competitors' App Store strategy, find keyword gaps, or understand competitive positioning". Not a 5 because it omits capabilities the body covers (creative/screenshot analysis, ratings & reviews, monetization comparison).

4 / 5

Completeness

Explicitly answers both what (the three stated analysis actions) and when ("When the user wants to…" plus "Also use when the user mentions…" with concrete trigger phrases), matching the anchor-5 exemplar pattern. Anchor 4 would mean the 'when' clause is less explicit, which is not the case here.

5 / 5

Trigger Term Quality

Comprehensive natural terms with synonyms and full user phrasings: "competitor analysis", "competitive research", "keyword gap", "what are my competitors doing", "compare my app to" — exactly the phrases a user would say. Anchor 4 would require clearly missing common variations, and none are apparent.

5 / 5

Distinctiveness Conflict Risk

Clear niche (App Store/ASO competitive intelligence) with explicit de-conflict pointers: "For keyword-specific research, see keyword-research. For metadata writing, see metadata-optimization." Minimal risk of triggering for the wrong skill.

5 / 5

Total

19

/

20

Passed

Validation

100%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
Eronred/aso-skills
Reviewed

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