neo4j-getting-started-skill
Orchestrates zero-to-running-app in 8 stages — prerequisites → context → provision → model → load → explore → query → build. Each stage reads its own reference file. Supports HITL and fully autonomous operation. Use when starting a new Neo4j project from scratch, provisioning Aura, generating synthetic data, building a notebook or app, or running the full onboarding pipeline. Time budget ≤15 min autonomous, ≤90 min HITL. Does NOT cover Cypher query authoring — use neo4j-cypher-skill. Does NOT cover driver upgrades or Cypher migration — use neo4j-migration-skill. Does NOT cover CLI/admin tasks on an existing DB — use neo4j-cli-tools-skill.
82
88%
Does it follow best practices?
Impact
90%
1.73x2 of 3 eval scenarios. Add 1 more for a full score.
Low
Low-risk findings worth noting
W011: Third-party content exposure detected (indirect prompt injection risk).
What this means
The skill exposes the agent to untrusted, user-generated content from public third-party sources, creating a risk of indirect prompt injection. This includes browsing arbitrary URLs, reading social media posts or forum comments, and analyzing content from unknown websites.
Why it was flagged
The skill workflow involves ingesting unstructured documents via `SimpleKGPipeline` in `references/4-load.md` and `references/capabilities/kg-from-documents.md`, which parses user-supplied text files from the local directory where outsider content can be placed.
W012: Unverifiable external dependency detected (runtime URL that controls agent).
What this means
The skill fetches instructions or code from an external URL at runtime, and the fetched content directly controls the agent’s prompts or executes code. This dynamic dependency allows the external source to modify the agent’s behavior without any changes to the skill itself.
Why it was flagged
The skill contains reference files that instruct agents to fetch and execute remote binaries via curl (`curl -fsSL "https://github.com/neo4j/mcp/releases/latest/download/neo4j-mcp-${PLATFORM}-${ARCH}"`) and remote code snippets from GitHub, which constitute weak external runtime operational dependencies.
- Repository
neo4j-contrib/neo4j-skills
- Revision
4555b7b
- Audited
- Security analysis
Is this your skill?
If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.