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neo4j-cypher-skill

Generates, optimizes, and validates Cypher 25 queries for Neo4j 2025.x and 2026.x. Use when writing new Cypher queries, optimizing slow queries, graph pattern matching, vector or fulltext search, subqueries, or batch writes. Covers MATCH, MERGE, CREATE, WITH, RETURN, CALL, UNWIND, FOREACH, LOAD CSV, SEARCH, expressions, functions, indexes, and subqueries. Does NOT handle driver migration or API changes — use neo4j-migration-skill. Does NOT cover DB administration or server ops — use neo4j-cli-tools-skill.

98

1.60x
Quality

100%

Does it follow best practices?

Impact

96%

1.60x

Average score across 3 eval scenarios

SecuritybySnyk

Passed

No known issues

SKILL.md
Quality
Evals
Security

Quality

Content

100%

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

This is an exceptionally well-crafted skill file that demonstrates mastery of the format. It is dense, actionable, and well-structured — covering schema inspection, query patterns, syntax traps, performance optimization, failure recovery, and version gating with concrete examples throughout. The progressive disclosure is excellent, keeping the main file as a comprehensive reference while clearly pointing to deeper materials for specialized topics.

DimensionReasoningScore

Conciseness

Extremely dense and efficient. Every section earns its place — no explanations of what Cypher is, no hand-holding about graph databases. Tables, cheat sheets, and terse code examples maximize information density. The syntax traps table alone is a masterclass in token-efficient knowledge transfer.

3 / 3

Actionability

Fully executable Cypher examples throughout — MERGE patterns, CALL IN TRANSACTIONS, QPE basics, spatial queries, subquery variants, and the Query API v2 curl command are all copy-paste ready. The Schema-First Protocol provides exact queries to run. The syntax traps table gives concrete wrong→right pairs.

3 / 3

Workflow Clarity

The write gate workflow is explicit and sequenced: EXPLAIN → report estimated rows → wait for confirmation → execute. The Schema-First Protocol has a clear priority order (1→2→3) with specific actions at each step. The validation workflow (EXPLAIN → LIMIT 1 → verify read half → PROFILE) provides feedback loops for error recovery. Pre-flight table cleanly handles known/unknown states.

3 / 3

Progressive Disclosure

Excellent structure: the main SKILL.md is a comprehensive but scannable overview, with seven clearly signaled one-level-deep references (indexes.md, cypher-syntax.md, syntax-traps.md, performance.md, advanced-patterns.md, apoc.md, graph-type.md) plus WebFetch URLs for live documentation. The 'Load on demand' framing with descriptive summaries for each reference file makes navigation easy.

3 / 3

Total

12

/

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 an excellent skill description that hits all the marks. It provides specific concrete actions, comprehensive trigger terms covering both high-level use cases and specific Cypher clauses, explicit 'Use when' guidance, and clear boundary definitions with redirects to related skills. The explicit exclusion statements are a best practice that further reduces conflict risk.

DimensionReasoningScore

Specificity

Lists multiple specific concrete actions (generates, optimizes, validates Cypher queries) and enumerates specific Cypher clauses and features (MATCH, MERGE, CREATE, vector/fulltext search, subqueries, batch writes, LOAD CSV, indexes, etc.).

3 / 3

Completeness

Clearly answers 'what' (generates, optimizes, validates Cypher 25 queries with a comprehensive list of covered features) and 'when' (explicit 'Use when...' clause with multiple trigger scenarios). Also includes explicit boundary statements about what it does NOT handle with redirects to other skills.

3 / 3

Trigger Term Quality

Excellent coverage of natural terms a user would say: 'Cypher queries', 'Neo4j', 'graph pattern matching', 'vector search', 'fulltext search', 'slow queries', 'batch writes', plus specific clause names like MATCH, MERGE, LOAD CSV that users would reference directly.

3 / 3

Distinctiveness Conflict Risk

Highly distinctive with a clear niche (Cypher 25 queries for Neo4j 2025.x/2026.x). The explicit exclusion clauses ('Does NOT handle driver migration... use neo4j-migration-skill', 'Does NOT cover DB administration... use neo4j-cli-tools-skill') actively prevent conflicts with related 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
neo4j-contrib/neo4j-skills
Reviewed

Table of Contents

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