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upstash-search-js

Work with the @upstash/search TypeScript/JavaScript SDK, a serverless full-text and semantic search database with built-in reranking. Use when adding search to an app or site, creating a search index, upserting documents with searchable content and filterable metadata, running keyword, semantic, or hybrid search queries, reranking results, filtering with SQL-like or structured filter syntax, paginating with range, fetching or deleting documents, resetting an index, or checking index info. Also use when the user asks for site search, product, document, or knowledge-base search, or a managed search service that needs no cluster to run.

71

Quality

87%

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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.

The body is well-organized and actionable, leading with executable Quick Start code and cleanly deferring detail to sibling skill files one level deep. It is held back only by minor redundancy, the absence of clickable reference links, and a thin single inline example.

Suggestions

Remove or tighten the 'Basic steps' bullet list, which restates the code example immediately above it, to improve conciseness.

Render the 'Other Skill Files' entries as actual file links (e.g., [sdk-overview](sdk-overview.md)) so navigation is clickable and unambiguous.

Add a one-line inline example for a filtered or reranked search so the common cases are covered without forcing a jump to another file.

DimensionReasoningScore

Conciseness

The body is lean and assumes Claude's competence (no explanations of what a search database is), but the 'Basic steps' bullet list ('Create an index / Insert or update documents / Run searches') restates the code example just above it, a minor redundancy that could be trimmed.

4 / 5

Actionability

The Quick Start provides fully executable, copy-paste-ready code (npm install, client creation, upsert, search), but only the single simplest case is shown inline; filtering, reranking, and pagination are deferred to other files rather than illustrated with a one-liner.

4 / 5

Workflow Clarity

A clear three-step sequence (create index, upsert documents, run searches) is present and appropriate for a non-destructive search quickstart; no explicit validation checkpoints, but none are critical for read/search operations.

4 / 5

Progressive Disclosure

Good structure with a concise Quick Start inline and a one-level-deep 'Other Skill Files' section describing sdk-overview and quick-start with content bullets, but the references are plain headers rather than clickable file links, a minor navigation gap.

4 / 5

Total

16

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20

Passed

Description

100%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.

The description is specific, trigger-rich, complete, and distinctive, using proper third-person voice and concrete action verbs throughout. It clearly states both what the skill does and when to invoke it with natural user-facing trigger phrases.

DimensionReasoningScore

Specificity

Lists multiple specific concrete actions — 'creating a search index, upserting documents with searchable content and filterable metadata, running keyword, semantic, or hybrid search queries, reranking results, filtering with SQL-like or structured filter syntax, paginating with range, fetching or deleting documents' — giving comprehensive coverage of the SDK's capabilities.

5 / 5

Completeness

Explicitly answers both 'what' ('Work with the @upstash/search TypeScript/JavaScript SDK, a serverless full-text and semantic search database with built-in reranking') and 'when' via two concrete 'Use when' / 'Also use when' clauses.

5 / 5

Trigger Term Quality

Covers natural phrases users actually say — 'site search, product, document, or knowledge-base search' and 'a managed search service that needs no cluster to run' — alongside technical terms, with broad synonym coverage.

5 / 5

Distinctiveness Conflict Risk

Targets a clear niche (the @upstash/search serverless SDK) with distinct triggers (site/product/document/knowledge-base search, managed search service) that minimize overlap with other skills.

5 / 5

Total

20

/

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

metadata_version

'metadata.version' is missing

Warning

Total

15

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16

Passed

Repository
upstash/skills
Reviewed

Table of Contents

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