analyzing-release-read…
Trigger a pre-merge release readiness review on a GitHub PR, GitLab MR, or local branch. Use when the user wants to analyze code changes for risk, correctness,…
Provides authoritative guidance on Amazon Neptune Database and Neptune Analytics for graph, knowledge-graph, and relationship-heavy workloads — fraud detection / fraud rings, agentic memory / chatbot context across sessions, recommendations, identity resolution, Gremlin /
$ npx -y skills add aws/agent-toolkit-for-aws --skill amazon-neptune --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/amazon-neptuneContext preview
The summary Claude sees to decide when to auto-load this skill.
Provides authoritative guidance on Amazon Neptune Database and Neptune Analytics for graph, knowledge-graph, and relationship-heavy workloads — fraud detection / fraud rings, agentic memory / chatbot context across sessions, recommendations, identity resolution, Gremlin /
name: amazon-neptune version: 1 description: Provides authoritative guidance on Amazon Neptune Database and Neptune Analytics for graph, knowledge-graph, and relationship-heavy workloads — fraud detection / fraud rings, agentic memory / chatbot context across sessions, recommendations, identity resolution, Gremlin / openCypher / SPARQL queries, supernode / slow traversal, Neo4j to Neptune migration / APOC compatibility, Neptune Database vs Analytics engine selection, PageRank / community detection, GraphRAG, and connectivity from Lambda / EC2 / applications. Creates and modifies Neptune Database clusters/instances and Neptune Analytics graphs on explicit user confirmation; blocks destructive operations (delete, reset-graph, failover, major upgrade) and redirects to change-control.
This skill covers creating and modifying Neptune resources when the user requests it. The agent MUST confirm the action with the user before executing. Do NOT execute any create or modify operation without explicit user confirmation (e.g., "yes", "proceed", "confirmed", "go ahead"). If the user has not confirmed, present the planned action and ask for approval.
**Neptune Database:**
**Neptune Analytics:**
Every Neptune Database cluster/instance and Neptune Analytics graph you create MUST carry `created_by=neptune-skill` and `generation_model={your-model-id}` — even if the user never mentions tagging. Append to any tags the user supplies rather than replacing them.
The two engines use different `--tags` syntax:
**Tagging is mandatory and is verified.** For Neptune Analytics, inline `--tags` on `create-graph` can be dropped by some MCP/CLI serialization paths, so tagging is a **required two-step**: the inline `--tags` AND a follow-up `aws neptune-graph tag-resource --resource-arn <graph-arn> --tags …`. A graph missing either tag is a failed task. Full contract with worked examples: [action-safety.md](references/action-safety.md).
When refusing, explain why and offer the matching assessment workflow: > "I can't perform [action] because [reason]. I can run an assessment to help you decide. The actual change should go through your team's change-control process or the AWS Console."
Non-negotiables when creating or advising on Neptune resources:
Full detail (per-engine specifics, condition keys, Analytics VPC boundary, FIPS endpoints): [security.md](references/security.md).
Help AI coding agents build, deploy, and manage applications on AWS. The Agent Toolkit for AWS gives AI coding agents the tools, knowledge, and guardrails they need to work with AWS services.
Repo: aws/agent-toolkit-for-aws
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