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exa-core-workflow-a

Execute Exa neural search with contents, date filters, and domain scoping. Use when building search features, implementing RAG context retrieval, or querying the web with semantic understanding. Trigger with phrases like "exa search", "exa neural search", "search with exa", "exa searchAndContents", "exa query".

76

Quality

96%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

92%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.

A tight, actionable single-file workflow with executable code, clear sequencing, and recovery guidance; its only weakness is progressive disclosure, since reference material is inlined instead of split into bundled files.

Suggestions

Move the Search Types table and Error Handling table into a bundled references file (e.g. references/api-reference.md) and link to it, keeping SKILL.md as a concise workflow overview.

Extract the full parameter enumerations (all category values, livecrawl/maxAgeHours modes, numResults limits) into references/ so the core instructions stay compact.

DimensionReasoningScore

Conciseness

The body is lean — overview, a compact search-types table, five short step sections with executable code, and an error table — with prose limited to Exa-specific behavior Claude would not already know. It assumes competence and avoids explaining generic concepts.

3 / 3

Actionability

Each step ships complete, executable TypeScript with concrete parameters (numResults, type, date filters, categories), and the error table maps HTTP codes to specific fixes — copy-paste ready.

3 / 3

Workflow Clarity

Steps 1–5 are clearly sequenced from basic search to freshness control, and the Error Handling table supplies cause/solution pairs that function as recovery feedback loops.

3 / 3

Progressive Disclosure

Sections are well-organized and external docs are linked, but at ~190 lines with no bundle files the Search Types reference table and Error Handling codes live inline rather than in a split reference file, so the overview is not as minimal as it could be.

2 / 3

Total

11

/

12

Passed

Description

100%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.

The description is third-person, specific, and complete: it names concrete capabilities, gives an explicit Use-when clause, and lists natural trigger phrases tied to a distinct Exa niche. No meaningful gaps for any dimension.

DimensionReasoningScore

Specificity

Lists several concrete actions — 'Execute Exa neural search with contents, date filters, and domain scoping' — rather than vague language, matching the multiple-specific-actions anchor.

3 / 3

Completeness

Explicitly states what it does (Exa neural search with contents/filters/scoping) and when to use it ('Use when building search features, implementing RAG context retrieval...'), with explicit trigger guidance.

3 / 3

Trigger Term Quality

Provides natural phrases users would actually say ('exa search', 'exa neural search', 'search with exa', 'exa searchAndContents', 'exa query'), giving good coverage of common variations.

3 / 3

Distinctiveness Conflict Risk

The Exa-specific trigger phrases and neural-search niche make it clearly distinguishable and unlikely to fire for unrelated search skills.

3 / 3

Total

12

/

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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