dbsnp-database

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Use when you want to look up, map, and search for short genetic variants (SNPs, indels) in NCBI's dbSNP database. Resolves between rsIDs, genomic coordinates in VCF format, and HGVS strings. For an rsID, returns variant type, gene associations, clinical significance, allele frequencies, and genomic coordinates (GRCh38).

81installs

Sourcegoogle-deepmind/science-skills

Added on2026-05-20

NPX Install

npx skill4agent add google-deepmind/science-skills dbsnp-database

SKILL.md Content

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dbSNP Database Integration

Prerequisites

uv
: Read the
```
uv
```
skill and follow its Setup instructions to ensure
```
uv
```
is installed and on PATH.
User Notification: If LICENSE_NOTIFICATION.txt does not already exist in this skill directory then (1) prominently notify the user to check the terms at https://www.ncbi.nlm.nih.gov/snp/, then (2) create the file recording the notification text and timestamp.
.env
file: Make sure the
```
.env
```
file exists in your home directory. Create one if it does not exist.
NCBI_API_KEY
(optional): Raises the NCBI rate limit from 3 to 10 requests/second. The skill works without it, but a key is recommended if the user plans many queries or encounters a 429 error. The user can obtain one for free by registering at https://www.ncbi.nlm.nih.gov/account/settings/. If the variable is missing from
```
.env
```
, do NOT ask the user to paste it into the chat (this would leak the key into the agent's context). Instead, give the user this command — substituting
ENV_FILE
with the resolved literal path to the
.env
file:
bash
```
printf "Enter NCBI API key (typing hidden): " && read -s key && echo && echo "NCBI_API_KEY=$key" >> "ENV_FILE" && echo "Saved."
```
The scripts load credentials automatically via
```
dotenv
```
. NEVER read, print, or inspect the
```
.env
```
file or its variables (e.g. no
```
cat
```
,
```
grep
```
,
```
echo
```
,
```
printenv
```
, or
```
os.environ.get
```
on keys). Credentials must stay out of the agent's context. See the API Key section for more details.

Core Rules

Use the Wrapper: ALWAYS execute the provided wrapper script
```
scripts/dbsnp_cli.py
```
to query the database rather than constructing custom HTTP or curl requests. The script automatically handles rate limiting, retries, and JSON parsing.
Command Choice: Do NOT use
```
search-region
```
to find the rsID of a specific variant; use
```
resolve-variant
```
instead.
Output Size: Avoid using
```
--full
```
on
```
get-variant
```
unless specifically needed, as raw payloads can exceed 1 MB.
Shell Safety: Always wrap HGVS strings in single quotes to prevent shell expansion errors.
Notification: If this skill is used, ensure this is mentioned in the output.

When to Use

Use this skill when you need to:

Map a genomic variant to its canonical rsID (from VCF coordinates or HGVS notation).
Retrieve summary data for an rsID: variant type, gene associations, clinical significance, and population allele frequencies.
Convert an rsID back to genomic coordinates on a specific assembly.
Find all known variants within a chromosomal region.

Do NOT use when you need to:

Obtain clinical pathogenicity classifications with submitter rationales (use clinvar-database).
Get precise population-level allele frequencies stratified by ancestry (use gnomad-database).
Predict the functional effect of a novel mutation (use alphagenome-single-variant-analysis).
View 3D protein structures affected by a variant (use alphafold-database-fetch-and-analyze / pdb-database).

Command Selection Guide

Pick the right command on the first try. Match the user's input to the correct subcommand below — one command call is almost always sufficient.

User gives you…: Run this command
An rsID (e.g.
```
rs7412
```
,
```
rs268
```
):
```
get-variant
```
Genomic coordinates: chrom pos ref alt (e.g.
```
8 19962213 C T
```
):
```
resolve-variant
```
An HGVS string (e.g.
```
NC_000008.11:g.19962213del
```
):
```
resolve-hgvs
```
An rsID and they want coordinates back:
```
resolve-rsid
```
A chromosomal region (chrom start end):
```
search-region
```

[!CAUTION] Do NOT use
search-region
to find the rsID of a specific variant. If the user provides a chromosome, position, reference allele, and alternate allele (four values), use
resolve-variant
— it is a direct, single-API-call lookup.
search-region
is only for surveying all variants within a positional range and returns hundreds/thousands of results.

Quick Start

bash

# Look up variant rs7412: type, gene, clinical significance, MAF
uv run scripts/dbsnp_cli.py get-variant rs7412 --output /tmp/rs7412.json

# Find the rsID for a variant at chr8:19962213 C>T
uv run scripts/dbsnp_cli.py resolve-variant 8 19962213 C T \
  --output /tmp/resolve.json

All subcommands write JSON to disk. Always save output in the

/tmp/

directory. The

--output

flag is required.

Commands

get-variant

— Fetch Variant Record

Retrieve the RefSNP record for one rsID. By default the output is abbreviated to the most useful fields. Both

rs268

and

are accepted.

bash

uv run scripts/dbsnp_cli.py get-variant rs268 --output /tmp/rs268.json
uv run scripts/dbsnp_cli.py get-variant 268 --assembly GCF_000001405.40 \
  --output /tmp/rs268.json

Arguments:

```
rsid
```
(positional, required): The RefSNP identifier.
```
--assembly
```
: RefSeq assembly accession (default:
```
GCF_000001405.40
```
= GRCh38).
```
--full
```
: Return the complete raw JSON payload — see warning below.
```
--output
```
: Output file path (default:
```
/tmp/dbsnp_output.json
```
).

Abbreviated output fields:

```
refsnp_id
```
: Numeric rsID
```
variant_type
```
: e.g.
```
snv
```
,
```
ins
```
,
```
del
```
,
```
delins
```
```
genes
```
: Sorted list of gene symbols (locus names)
```
clinical_significances
```
: List of clinical significance labels
```
minor_allele_frequencies
```
: Study name, allele count, total count
```
placements
```
: Genomic placements for the requested assembly

[!WARNING] About
--full
: The raw RefSNP payload is typically 50–500 KB and can exceed 1 MB for clinically significant variants with many submissions. Only use
--full
when you specifically need data absent from the abbreviated output — for example:
The complete HGVS nomenclature across every transcript and protein isoform.

Full submission history with individual submitter details and timestamps.

Population-level allele frequency breakdowns by sub-population within a study (e.g. per-population gnomAD counts).

The full set of genomic placements across multiple assemblies (GRCh37 and GRCh38 simultaneously).

Merge history showing which older rsIDs were merged into this one.

resolve-variant

— Genomic Coordinates → rsID

Determine the rsID(s) for a variant given its genomic coordinates (chromosome, position, reference allele, alternate allele). This is the command to use when the user provides a variant as space-separated coordinates like

8 19962213 C T

bash

uv run scripts/dbsnp_cli.py resolve-variant 8 19962213 C T \
  --output /tmp/resolve.json

Arguments:

```
chrom
```
(positional): Chromosome number (e.g.
```
8
```
) or RefSeq sequence accession (e.g.
```
NC_000008.11
```
). Chromosomes X and Y must be passed as their numeric equivalents:
23
for X and
24
for Y.
```
pos
```
(positional): 1-based genomic position.
```
ref
```
(positional): Reference allele (e.g.
```
C
```
).
```
alts
```
(positional): Alternate allele(s), comma-separated (e.g.
```
T
```
).
```
--assembly
```
: RefSeq assembly accession (default:
```
GCF_000001405.40
```
).
```
--output
```
: Output file path (default:
```
/tmp/dbsnp_output.json
```
).

Output:

{"rsids": ["12345", "67890"]}

resolve-rsid

— rsID → Genomic Coordinates

Get the genomic placement (sequence ID and allele details) for a known rsID on a specific assembly.

bash

uv run scripts/dbsnp_cli.py resolve-rsid rs7412 --output /tmp/coords.json

Arguments:

```
rsid
```
(positional): The RefSNP identifier.
```
--assembly
```
: RefSeq assembly accession (default:
```
GCF_000001405.40
```
).
```
--output
```
: Output file path (default:
```
/tmp/dbsnp_output.json
```
).

Output:

{"rsid": "7412", "assembly": "...", "placements": [...]}

resolve-hgvs

— HGVS → rsID

Find the rsID(s) corresponding to an HGVS expression.

bash

uv run scripts/dbsnp_cli.py resolve-hgvs 'NC_000008.11:g.19962213del' \
  --output /tmp/hgvs.json

Arguments:

```
hgvs
```
(positional): The HGVS string.
```
--assembly
```
: RefSeq assembly accession (default:
```
GCF_000001405.40
```
).
```
--output
```
: Output file path (default:
```
/tmp/dbsnp_output.json
```
).

Output:

{"rsids": ["12345"]}

[!TIP] HGVS strings often contain characters that shells interpret (colons, greater-than signs). Always wrap them in single quotes to prevent shell expansion.

search-region

— Regional Variant Search

Find all rsIDs within a bounded chromosomal region.

bash

uv run scripts/dbsnp_cli.py search-region 7 117100000 117300000 \
  --output /tmp/region.json

Arguments:

```
chrom
```
(positional): Chromosome (e.g.
```
7
```
). Use
23
for chromosome X and
24
for chromosome Y.
```
start
```
(positional): Start position.
```
end
```
(positional): End position.
```
--retmax
```
: Maximum rsIDs to return (default: 500, ceiling: 5 000).
```
--output
```
: Output file path (default:
```
/tmp/dbsnp_output.json
```
).

Output:

json

{
  "rsids": ["12345", "67890", "..."],
  "returned": 500,
  "total_available": 1423,
  "truncated": true,
  "note": "Only 500 of 1423 variants returned.  Increase --retmax ..."
}

When

total_available

exceeds the returned count, the output includes a

truncated

flag and a

note

. Increase

--retmax

to retrieve more (up to 5 000).

Typical Workflows

Identify a known variant from coordinates

bash

# Step 1: Map VCF coordinates to rsID
uv run scripts/dbsnp_cli.py resolve-variant 19 44908684 T C \
  --output /tmp/step1.json

# Step 2: Get the full details for the resolved rsID
uv run scripts/dbsnp_cli.py get-variant <rsid_from_step1> \
  --output /tmp/step2.json

Survey variants in a gene region

bash

# Step 1: Find all variants in a region spanning the CFTR gene
uv run scripts/dbsnp_cli.py search-region 7 117100000 117300000 \
  --retmax 1000 --output /tmp/region.json

# Step 2: Retrieve details on individual rsIDs of interest
uv run scripts/dbsnp_cli.py get-variant <rsid> --output /tmp/detail.json

Translate HGVS notation to genomic coordinates

bash

# Step 1: Get the rsID for an HGVS expression
uv run scripts/dbsnp_cli.py resolve-hgvs 'NC_000019.10:g.44908684T>C' \
  --output /tmp/hgvs.json

# Step 2: Resolve that rsID to VCF-style coordinates
uv run scripts/dbsnp_cli.py resolve-rsid <rsid> --output /tmp/coords.json

Assembly Defaults and Automatic Fallback

The Variation Services endpoints (used by

get-variant

resolve-variant

resolve-rsid

resolve-hgvs

) expect a RefSeq assembly accession. The RefSeq accession for GRCh38 is

GCF_000001405.40

, and for GRCh37 it is

GCF_000001405.25

The

search-region

subcommand always searches GRCh38 positions.

[!IMPORTANT] Automatic assembly fallback: The
resolve-variant
and
resolve-hgvs
commands automatically try GRCh38 first. If no rsIDs are found, they retry with GRCh37 before reporting failure. When a fallback occurs the output JSON includes a
"note"
field explaining which assembly succeeded. You do NOT need to manually retry with a different assembly — the script handles this transparently.

You only need to override

--assembly

when you specifically want to restrict the lookup to one assembly (e.g. because the user's coordinates are known to be GRCh37).

NCBI API Key and Rate Limiting

Without an API key the script is limited to 3 requests per second. With a key this increases to 10 requests per second.

bash

uv run scripts/dbsnp_cli.py get-variant rs268 --output out.json

If a

RateLimitError

is raised, pause execution and follow the prerequisite instructions to help the user add

NCBI_API_KEY

to the

.env

file. See

references/api-notes.md

for details.

Troubleshooting HTTP 500 Errors

Reference Allele Mismatch

If you receive an HTTP 500 error with a message detailing that the asserted reference allele is not equal to the reference sequence:

What it means: The coordinate position is likely valid, but the reference allele (

ref

) you provided does not match the base at that position in the requested assembly.

Action: 1. DO NOT RETRY the exact same query mechanically. 2. Check the assembly: Coordinates are assembly-specific. 3. Switch assembly: If you were querying GRCh37, try GRCh38 (using

--assembly GCF_000001405.40

), or if querying GRCh38, try GRCh37 (using

--assembly GCF_000001405.25

Common Mistakes

Mistake: Forgetting to quote HGVS strings Fix: Wrap in single quotes:
```
'NC_000008.11:g.19962213del'
```
Mistake: Passing a chromosome name to
```
resolve-variant
```
instead of a sequence accession Fix: Use the numeric chromosome ID (e.g.
```
8
```
) or a RefSeq accession like
```
NC_000008.11
```
Mistake: Using
```
--full
```
on
```
get-variant
```
without needing it Fix: The abbreviated output covers most use cases;
```
--full
```
returns 50–500 KB+ of JSON
Mistake: Expecting
```
search-region
```
to return all results by default Fix: The default
```
--retmax
```
is 500; check
```
total_available
```
in the output to see if results were truncated
Mistake: Using GRCh37 coordinates with
```
search-region
```
Fix:
```
search-region
```
always uses GRCh38 positions; lift over coordinates first if starting from GRCh37
Mistake: Manually retrying
```
resolve-variant
```
or
```
resolve-hgvs
```
with a different
```
--assembly
```
when the first call fails Fix: The script automatically tries GRCh38 then GRCh37; a single call is sufficient
Mistake: Passing
```
X
```
or
```
Y
```
as the chromosome value Fix: Use the numeric equivalents:
```
23
```
for chromosome X and
```
24
```
for chromosome Y. The CLI treats chromosomes numerically by default.

dbsnp-database

NPX Install

Tags

SKILL.md Content

dbSNP Database Integration

Prerequisites

Core Rules

When to Use

Command Selection Guide

Quick Start

Commands

1.
`get-variant`
— Fetch Variant Record

2.
`resolve-variant`
— Genomic Coordinates → rsID

3.
`resolve-rsid`
— rsID → Genomic Coordinates

4.
`resolve-hgvs`
— HGVS → rsID

5.
`search-region`
— Regional Variant Search

Typical Workflows

Identify a known variant from coordinates

Survey variants in a gene region

Translate HGVS notation to genomic coordinates

Assembly Defaults and Automatic Fallback

NCBI API Key and Rate Limiting

Troubleshooting HTTP 500 Errors

Reference Allele Mismatch

Common Mistakes

dbsnp-database

NPX Install

Tags

SKILL.md Content

dbSNP Database Integration

Prerequisites

Core Rules

When to Use

Command Selection Guide

Quick Start

Commands

1. get-variant — Fetch Variant Record

2. resolve-variant — Genomic Coordinates → rsID

3. resolve-rsid — rsID → Genomic Coordinates

4. resolve-hgvs — HGVS → rsID

5. search-region — Regional Variant Search

Typical Workflows

Identify a known variant from coordinates

Survey variants in a gene region

Translate HGVS notation to genomic coordinates

Assembly Defaults and Automatic Fallback

NCBI API Key and Rate Limiting

Troubleshooting HTTP 500 Errors

Reference Allele Mismatch

Common Mistakes

1.
`get-variant`
— Fetch Variant Record

2.
`resolve-variant`
— Genomic Coordinates → rsID

3.
`resolve-rsid`
— rsID → Genomic Coordinates

4.
`resolve-hgvs`
— HGVS → rsID

5.
`search-region`
— Regional Variant Search