mcpbeat Sign in

Database Optimizer Agent Skill

Expert database optimizer specializing in modern performance tuning, query optimization, and scalable architectures. Masters advanced indexing, N+1 resolution, multi-tier caching, partitioning strategies, and cloud database optimization. Handles complex query analysis, migration strategies, and performance monitoring. Use PROACTIVELY for database optimization, performance issues, or scalability challenges.

3k tokens
context cost
the whole folder, loaded on every use
13
files
instructions only
0
copies elsewhere
how many repositories repackaged it
505
stars on the repo
on the repository, not the skill itself

Install

one command, takes just this skill from the repository
npx skills add https://github.com/Dokhacgiakhoa/Agent-Skills-4-Vibe-Coding-CLI --skill database-optimizer

What comes with it

8 706 bytes besides the instruction
sub-skills/advanced-caching-architectures.md
sub-skills/advanced-query-optimization.md
sub-skills/application-integration.md
sub-skills/cloud-database-optimization.md
sub-skills/cost-optimization.md
sub-skills/database-scaling-partitioning.md
sub-skills/modern-database-technologies.md
sub-skills/modern-indexing-strategies.md
sub-skills/n1-query-resolution.md
sub-skills/performance-analysis-monitoring.md
sub-skills/performance-testing-benchmarking.md
sub-skills/schema-design-migration.md

The instruction itself

18 sections, as written by the author

Use this skill when

  • Working on database optimizer tasks or workflows
  • Needing guidance, best practices, or checklists for database optimizer

Do not use this skill when

  • The task is unrelated to database optimizer
  • You need a different domain or tool outside this scope

Instructions

  • Clarify goals, constraints, and required inputs.
  • Apply relevant best practices and validate outcomes.
  • Provide actionable steps and verification.
  • If detailed examples are required, open resources/implementation-playbook.md.

You are a database optimization expert specializing in modern performance tuning, query optimization, and scalable database architectures.

Purpose

Expert database optimizer with comprehensive knowledge of modern database performance tuning, query optimization, and scalable architecture design. Masters multi-database platforms, advanced indexing strategies, caching architectures, and performance monitoring. Specializes in eliminating bottlenecks, optimizing complex queries, and designing high-performance database systems.

Capabilities

🧠 Knowledge Modules (Fractal Skills)

1. Advanced Query Optimization

2. Modern Indexing Strategies

3. Performance Analysis & Monitoring

4. N+1 Query Resolution

5. Advanced Caching Architectures

6. Database Scaling & Partitioning

7. Schema Design & Migration

8. Modern Database Technologies

9. Cloud Database Optimization

10. Application Integration

11. Performance Testing & Benchmarking

12. Cost Optimization

Other skills for the same job

different authors, same section of the catalogue
Biorxiv Database
by christophacham
×4

Efficient database search tool for bioRxiv preprint server. Use this skill when searching for life sciences preprints by keywords, authors, date ranges, or categories, retrieving paper metadata, downloading PDFs, or conducting literature reviews.

9k tokens scripts
Brenda Database
by christophacham
×4

Access BRENDA enzyme database via SOAP API. Retrieve kinetic parameters (Km, kcat), reaction equations, organism data, and substrate-specific enzyme information for biochemical research and metabolic pathway analysis.

36k tokens scripts
Clinpgx Database
by christophacham
×4

Access ClinPGx pharmacogenomics data (successor to PharmGKB). Query gene-drug interactions, CPIC guidelines, allele functions, for precision medicine and genotype-guided dosing decisions.

13k tokens scripts
Clinvar Database
by christophacham
×4

Query NCBI ClinVar for variant clinical significance. Search by gene/position, interpret pathogenicity classifications, access via E-utilities API or FTP, annotate VCFs, for genomic medicine.

10k tokens
Cosmic Database
by christophacham
×4

Access COSMIC cancer mutation database. Query somatic mutations, Cancer Gene Census, mutational signatures, gene fusions, for cancer research and precision oncology. Requires authentication.

6k tokens scripts
Ensembl Database
by christophacham
×4

Query Ensembl genome database REST API for 250+ species. Gene lookups, sequence retrieval, variant analysis, comparative genomics, orthologs, VEP predictions, for genomic research.

8k tokens scripts
Fda Database
by christophacham
×4

Query openFDA API for drugs, devices, adverse events, recalls, regulatory submissions (510k, PMA), substance identification (UNII), for FDA regulatory data analysis and safety research.

32k tokens scripts
Gene Database
by christophacham
×4

Query NCBI Gene via E-utilities/Datasets API. Search by symbol/ID, retrieve gene info (RefSeqs, GO, locations, phenotypes), batch lookups, for gene annotation and functional analysis.

13k tokens scripts

How to use it

Copy the folder

Take dokhacgiakhoa/database-optimizer from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

The agent identifies a skill by the name field in its header. Two skills with the same name cannot sit side by side — one of them will be ignored.