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arn-spark-stress-competitive

This skill should be used when the user says "competitive analysis", "gap analysis", "competitive gap", "stress competitive", "compare competitors", "feature comparison", "competitive stress test", "market comparison", "competitor analysis", or wants to stress-test a product concept by conducting deep competitive gap analysis with feature comparison, gap identification, and positioning assessment. Produces a competitive report with a feature matrix, per-competitor analysis, and recommended concept updates.

72

Quality

88%

Does it follow best practices?

Impact

No eval scenarios have been run

SecuritybySnyk

Advisory

Suggest reviewing before use

SKILL.md
Quality
Evals
Security

Quality

Content

77%

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

This is a well-crafted, highly actionable skill with excellent workflow clarity and robust error handling. Its main weakness is moderate verbosity — the introductory framing and some repeated explanations could be trimmed. The progressive disclosure design references external templates appropriately, though the main file carries substantial inline detail that could benefit from further externalization.

Suggestions

Trim the introductory paragraph and three-stage overview — the workflow steps already convey this information, making the preamble redundant.

Consider externalizing the agent invocation prompt template (Step 3's context block) into a reference file to reduce the main skill's length.

DimensionReasoningScore

Conciseness

The skill is reasonably well-structured but includes some verbosity that could be tightened — e.g., the introductory paragraph explaining what competitive gap analysis is, the detailed three-stage overview that's then repeated in the workflow, and some explanatory text Claude doesn't need. However, it avoids egregious over-explanation and most content is functional.

2 / 3

Actionability

The skill provides highly concrete, step-by-step guidance with specific file paths, exact prompts to pass to agents, precise data structures (feature matrix indicators like Yes/No/Partial/Planned/Unknown), specific output formatting, and clear fallback cascades. The agent invocation includes detailed context blocks and the output summary is copy-paste ready.

3 / 3

Workflow Clarity

The workflow is clearly sequenced across 7 steps with explicit validation checkpoints — prerequisite checks with fallback cascades, data availability verification with a clear table, error handling with user-facing decision points, and retry logic. The fallback cascade for missing competitive landscape data is a well-designed feedback loop.

3 / 3

Progressive Disclosure

The skill references external files (gap-analysis-framework.md, competitive-report-template.md, ensure-config.md) which is good progressive disclosure design, but no bundle files were provided to verify these exist. The main SKILL.md itself is quite long (~150 lines of substantive content) and some sections like the detailed agent prompt template could potentially be externalized. The structure within the file is well-organized with clear headers.

2 / 3

Total

10

/

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.

This is a strong description that excels in trigger term coverage and completeness, explicitly listing numerous trigger phrases and clearly describing both what the skill does and when to use it. The outputs are well-specified (feature matrix, per-competitor analysis, recommended concept updates). Minor weakness: the description leads with trigger terms rather than capabilities, making it slightly less readable, but functionally effective for skill selection.

DimensionReasoningScore

Specificity

Lists multiple specific concrete actions: 'stress-test a product concept', 'conducting deep competitive gap analysis', 'feature comparison', 'gap identification', 'positioning assessment'. Also specifies concrete outputs: 'competitive report with a feature matrix, per-competitor analysis, and recommended concept updates.'

3 / 3

Completeness

Clearly answers both 'what' (stress-test a product concept via competitive gap analysis, feature comparison, gap identification, positioning assessment, producing a report with feature matrix) and 'when' (explicit trigger phrases listed at the start with 'This skill should be used when...').

3 / 3

Trigger Term Quality

Excellent coverage of natural trigger terms including 'competitive analysis', 'gap analysis', 'competitive gap', 'compare competitors', 'feature comparison', 'competitor analysis', 'market comparison', and several variations. These are terms users would naturally say.

3 / 3

Distinctiveness Conflict Risk

Highly distinctive niche focused specifically on competitive gap analysis and stress-testing product concepts against competitors. The combination of competitive analysis + product concept stress-testing is specific enough to avoid conflicts with general analysis or product design skills.

3 / 3

Total

12

/

12

Passed

Validation

90%

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

Validation10 / 11 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

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

Warning

Total

10

/

11

Passed

Repository
AppsVortex/arness
Reviewed

Table of Contents

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