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exa-architecture-variants

Choose and implement Exa architecture patterns at different scales: direct search, cached search, and RAG pipeline. Use when designing Exa integrations, choosing between simple search and full RAG, or planning architecture for different traffic volumes. Trigger with phrases like "exa architecture", "exa blueprint", "how to structure exa", "exa RAG design", "exa at scale".

73

Quality

92%

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

100%Weight 40%Scale 1-3

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

An efficient, highly actionable skill body with executable code, a clear decision matrix, and a well-sequenced RAG pipeline; content is lean and well-organized with appropriate inline references.

DimensionReasoningScore

Conciseness

Lean body with a tight decision matrix and minimal prose; assumes Claude's competence without explaining what Exa is or how caching works, so every token earns its place.

3 / 3

Actionability

Three complete, executable TypeScript examples using real SDK methods (searchAndContents, findSimilarAndContents, answer) with specific parameters and a decision matrix to pick one — copy-paste ready.

3 / 3

Workflow Clarity

Variant 3's RAG pipeline is explicitly sequenced into labeled phases (gather, expand, format, answer); operations are read-only so no validation checkpoint is required, matching the score-3 anchor for clear sequencing.

3 / 3

Progressive Disclosure

No bundle files exist, but the body is well-organized into clear navigable sections and signals a one-level reference (exa-reference-architecture skill) in Next Steps, satisfying the rubric's allowance for well-organized single-file skills.

3 / 3

Total

12

/

12

Passed

Description

85%Weight 40%Scale 1-3

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, specific description with clear what/when coverage and low conflict risk; the only weakness is trigger-term naturalness, where several phrases read as engineering jargon rather than words a user would naturally say.

Suggestions

Add more natural trigger phrases a user might actually say (e.g. 'exa search', 'exa caching', 'speed up exa queries') alongside the existing blueprint/architecture terms.

Consider trimming the more jargon-y triggers ('exa blueprint', 'exa at scale') or pairing them with plain-language equivalents.

DimensionReasoningScore

Specificity

Lists multiple concrete actions ('Choose and implement') plus three named variants (direct search, cached search, RAG pipeline), matching the score-3 anchor for multiple specific concrete actions.

3 / 3

Completeness

Explicitly states what ('Choose and implement Exa architecture patterns...') and when ('Use when designing Exa integrations... or planning architecture for different traffic volumes') with explicit trigger phrases.

3 / 3

Trigger Term Quality

Trigger phrases like 'exa architecture', 'exa blueprint', 'exa at scale' skew toward developer jargon and miss common natural variations a user would actually say (e.g. 'exa search', 'exa caching').

2 / 3

Distinctiveness Conflict Risk

Scoped tightly to Exa architecture with niche-specific triggers ('exa blueprint', 'exa RAG design'), making it unlikely to fire for unrelated skills.

3 / 3

Total

11

/

12

Passed

Validation

87%

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

Validation14 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

allowed_tools_field

'allowed-tools' contains unusual tool name(s)

Warning

frontmatter_unknown_keys

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

Warning

Total

14

/

16

Passed

Repository
jeremylongshore/claude-code-plugins-plus-skills
Reviewed

Table of Contents

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