Find Ecto N+1 queries and missing preloads. Use only when N+1 is suspected; not for broad database performance.
npx skills add https://github.com/oliver-kriska/claude-elixir-phoenix --skill ecto-n1-check
Identify and fix N+1 query anti-patterns in Ecto/Phoenix applications.
Enum.mapjoin + preload when filtering by association# BAD: N+1 queries
users
|> Enum.map(fn user -> Repo.get(Order, user.order_id) end)
# GOOD: Single query with preload
users
|> Repo.preload(:orders)
# BAD: Lazy loading triggers N queries
for user <- users do
user.posts # Triggers query for each user!
end
# GOOD: Eager load first
users = Repo.all(User) |> Repo.preload(:posts)
for user <- users do
user.posts # Already loaded
end
# BAD: N+1 for nested associations
user.posts |> Enum.map(fn post -> post.comments end)
# GOOD: Nested preload
Repo.preload(user, posts: :comments)
Use Grep with context lines (-B 5 -A 5) to find Enum.map near Repo. calls in lib/**/*.ex.
Use Grep to find association access patterns (.posts, .comments, .orders) in lib/**/*.ex.
Use Grep with context (-B 3) to find Repo.get or Repo.one near loop patterns (for, Enum) in lib/**/*.ex.
For a context module, run:
Use Grep to find all Repo. calls in the context module, then verify each has appropriate preloads.
Then verify each query has appropriate preloads.
For detailed patterns, see:
references/preload-patterns.md - Efficient preloading strategiesreferences/query-optimization.md - Query batching techniquesEfficient 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.
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.
Access ClinPGx pharmacogenomics data (successor to PharmGKB). Query gene-drug interactions, CPIC guidelines, allele functions, for precision medicine and genotype-guided dosing decisions.
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.
Access COSMIC cancer mutation database. Query somatic mutations, Cancer Gene Census, mutational signatures, gene fusions, for cancer research and precision oncology. Requires authentication.
Query Ensembl genome database REST API for 250+ species. Gene lookups, sequence retrieval, variant analysis, comparative genomics, orthologs, VEP predictions, for genomic research.
Query openFDA API for drugs, devices, adverse events, recalls, regulatory submissions (510k, PMA), substance identification (UNII), for FDA regulatory data analysis and safety research.
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.
Take oliver-kriska/claude-elixir-phoenix-ecto-n1-check from the repository into ~/.claude/skills for personal
use, or into .claude/skills inside a project.
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.