Use this for MongoDB work including collection design, indexes, aggregation pipelines, query performance, migrations, schema validation, backups, and MongoDB MCP-assisted database inspection.
Use this skill when the task involves MongoDB data design or operations: collections, documents, indexes, aggregation pipelines, migrations, backups, Atlas, or MongoDB MCP usage.
bosskuai-data-architecture: decides broad data ownership and modeling tradeoffs; this skill applies MongoDB-specific patterns.bosskuai-performance-profiling: profiles general bottlenecks; this skill focuses on MongoDB query plans, indexes, and aggregation behavior.bosskuai-engineering-delivery: implements code changes; this skill designs and verifies MongoDB-specific data work.bosskuai-cybersecurity-risk: audits general security; this skill covers MongoDB access, validation, and operational risks in context.Use MongoDB MCP or trusted database tooling when available to inspect:
Treat live data as sensitive. Prefer read-only inspection. Redact PII and secrets from summaries.
Document contract
Query shape
Aggregation
$lookup cost, and explain output.Operations
explain() for critical reads and aggregations when database access is available.MongoDB summary:
Surface: [design / query / aggregation / migration / operations]
Collections: [names]
Access patterns: [reads/writes]
Environment: [local/staging/prod/unknown]
Findings:
Modeling: [issues / ok]
Indexes: [issues / ok]
Queries or pipelines: [issues / ok]
Migration safety: [issues / ok]
Security/data handling: [issues / ok]
Recommended path:
[change] - [why] - [verification] - [rollback]
../../references/checklists/mongodb-checklist.md../../references/playbooks/data-architecture-playbook.md../../references/checklists/security-risk-checklist.md