Use when auditing or optimizing MongoDB query and aggregation performance for an existing data model after data-architecture and the data model exist and performance has set the query SLOs. Produces an explain("executionStats")-driven query review, an index audit (compound/multikey/text/geo/TTL/partial/wildcard), aggregation-pipeline cost review, projection and collation posture, shard-key effectiveness analysis, and profiler-driven hot-collection identification with a remediation plan. Do not use for document modeling, validator or shard-key choice, replication topology, backup, security hardening, or ODM/repository query code; use the other Family B archetype skills (modeling/shard-key is data-model-and-migration; ODM code is the backend skill).
Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI
Supported by the Atlas install prompt. Skill-specific requirements vary.
Skill stats
Skills1CategoryEngineeringStars0
About this skill
Use when auditing or optimizing MongoDB query and aggregation performance for an existing data model after data-architecture and the data model exist and performance has set the query SLOs. Produces an explain("executionStats")-driven query review, an index audit (compound/multikey/text/geo/TTL/partial/wildcard), aggregation-pipeline cost review, projection and collation posture, shard-key effectiveness analysis, and profiler-driven hot-collection identification with a remediation plan. Do not use for document modeling, validator or shard-key choice, replication topology, backup, security hardening, or ODM/repository query code; use the other Family B archetype skills (modeling/shard-key is data-model-and-migration; ODM code is the backend skill).
Quick start
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Use when auditing or optimizing MongoDB query and aggregation performance for an existing data model after data-architecture and the data model exist and performance has set the query SLOs. Produces an explain("executionStats")-driven query review, an index audit (compound/multikey/text/geo/TTL/partial/wildcard), aggregation-pipeline cost review, projection and collation posture, shard-key effectiveness analysis, and profiler-driven hot-collection identification with a remediation plan. Do not use for document modeling, validator or shard-key choice, replication topology, backup, security hardening, or ODM/repository query code; use the other Family B archetype skills (modeling/shard-key is data-model-and-migration; ODM code is the backend skill).
About this listing
Category
Engineering
Reported license
MIT
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLI