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neo4j-aura-agent-skill

Manages Neo4j Aura Agents via the v2beta1 REST API — create, list, get, update, delete, and invoke Aura agents backed by an AuraDB instance. Use when configuring Aura Agent tools (CypherTemplate, SimilaritySearch, Text2Cypher), setting system prompts, deploying agents to REST or MCP endpoints, or invoking agents with natural language queries. Covers OAuth2 auth, organization/project scoping, tool parameter schemas, and InvokeAgentResponse format. Does NOT cover AuraDB instance provisioning — use neo4j-aura-provisioning-skill. Does NOT cover vector index creation — use neo4j-vector-index-skill.

76

Quality

95%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

100%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.

An exemplary operational skill: concise, copy-paste-ready, and built around a validated multi-step workflow with explicit checkpoints and confirmation gates. Detailed schemas and authoring rules are correctly offloaded to one-level-deep reference files.

DimensionReasoningScore

Conciseness

Lean and directive throughout — terse prerequisites, copy-paste curl/bash blocks, and tight tables; assumes Claude's competence with no padded explanations of concepts it already knows.

5 / 5

Actionability

Fully executable guidance: copy-paste-ready curl and `uv run` commands, complete JSON config templates with inline field guidance, and parameter tables covering the common cases.

5 / 5

Workflow Clarity

Nine clearly sequenced steps with explicit 'Stop and report' validation checkpoints, a data gate, confirmation gates before create/update/delete, and a final checklist — strong feedback loops for destructive/batch operations.

5 / 5

Progressive Disclosure

Clear overview in SKILL.md with well-signaled one-level-deep references to references/authoring-guide.md and references/REFERENCE.md; both files exist and hold the detailed schemas/signals content, keeping the overview navigable.

5 / 5

Total

20

/

20

Passed

Description

91%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.

A strong, specific description that clearly scopes the skill, lists concrete capabilities, provides explicit use-when triggers, and proactively disambiguates from sibling skills. Slightly technical phrasing keeps trigger-term quality just below perfect.

DimensionReasoningScore

Specificity

Lists multiple concrete actions (create, list, get, update, delete, invoke) plus specific tool types (CypherTemplate, SimilaritySearch, Text2Cypher) and OAuth2/org-project scoping — comprehensive coverage.

5 / 5

Completeness

Explicitly answers 'what' (manages Aura Agents via REST API with enumerated actions) and 'when' ('Use when configuring Aura Agent tools... deploying agents... invoking agents'), with concrete trigger phrases.

5 / 5

Trigger Term Quality

Natural trigger phrases like 'setting system prompts', 'deploying agents', 'invoking agents with natural language queries' are present, but it leans slightly technical and omits some plain synonyms a user might say.

4 / 5

Distinctiveness Conflict Risk

A clear niche (Aura Agent management via v2beta1 API) with explicit boundaries ('Does NOT cover AuraDB instance provisioning', 'Does NOT cover vector index creation') minimizing overlap with sibling skills.

5 / 5

Total

19

/

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

frontmatter_unknown_keys

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

Warning

Total

15

/

16

Passed

Repository
neo4j-contrib/neo4j-skills
Reviewed

Table of Contents

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