Snpeff Variant Annotation
jaechang-hits/SciAgent-Skills
Annotate and filter VCF variants with SnpEff and SnpSift. An agent skill from jaechang-hits/SciAgent-Skills.
Query gene, sequence, and variant data via the Ensembl REST API
$ npx skills add wentorai/research-plugins --skill ensembl-rest-api -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install wentorai/research-plugins ensembl-rest-api --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/wentorai/research-plugins.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/domains/biomedical/ensembl-rest-api .claude/skills/ensembl-rest-api && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "ensembl-rest-api" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/domains/biomedical/ensembl-rest-api into .claude/skills/ensembl-rest-api/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ensembl-rest-api", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/wentorai/research-plugins/tree/main/skills/domains/biomedical/ensembl-rest-apiType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add wentorai/research-plugins --skill ensembl-rest-api -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install wentorai/research-plugins ensembl-rest-api --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wentorai/research-plugins.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/domains/biomedical/ensembl-rest-api .agents/skills/ensembl-rest-api && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "ensembl-rest-api" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/domains/biomedical/ensembl-rest-api into .agents/skills/ensembl-rest-api/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ensembl-rest-api", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add wentorai/research-plugins --skill ensembl-rest-api -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install wentorai/research-plugins ensembl-rest-api --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wentorai/research-plugins.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/domains/biomedical/ensembl-rest-api .cursor/skills/ensembl-rest-api && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "ensembl-rest-api" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/domains/biomedical/ensembl-rest-api into .cursor/skills/ensembl-rest-api/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ensembl-rest-api", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/wentorai/research-plugins.git --path skills/domains/biomedical/ensembl-rest-api--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add wentorai/research-plugins --skill ensembl-rest-api -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install wentorai/research-plugins ensembl-rest-api --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wentorai/research-plugins.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/domains/biomedical/ensembl-rest-api .gemini/skills/ensembl-rest-api && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "ensembl-rest-api" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/domains/biomedical/ensembl-rest-api into .gemini/skills/ensembl-rest-api/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ensembl-rest-api", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install wentorai/research-plugins ensembl-rest-apiInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add wentorai/research-plugins --skill ensembl-rest-api -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/wentorai/research-plugins.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/domains/biomedical/ensembl-rest-api .github/skills/ensembl-rest-api && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "ensembl-rest-api" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/domains/biomedical/ensembl-rest-api into .github/skills/ensembl-rest-api/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ensembl-rest-api", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add wentorai/research-plugins --skill ensembl-rest-api -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install wentorai/research-plugins ensembl-rest-api --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wentorai/research-plugins.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/domains/biomedical/ensembl-rest-api .opencode/skills/ensembl-rest-api && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "ensembl-rest-api" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/domains/biomedical/ensembl-rest-api into .opencode/skills/ensembl-rest-api/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ensembl-rest-api", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
ensembl-rest-apiQuery gene, sequence, and variant data via the Ensembl REST API
Ensembl REST API is an agent skill from wentorai/research-plugins. Query gene, sequence, and variant data via the Ensembl REST API
Its SKILL.md is about 2k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Backend & APIs, covering REST APIs and Bioinformatics. It works with Ensembl. The repository describes itself as: 350+ academic research skills, MCP configs, and plugins for Research-Claw and AI agents. The licence is MIT.
Read from SKILL.md and the folder at commit bf44b3c. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
curlFrom the folder's file list and the shell code blocks in SKILL.md.
Hosts in commands or code, which the agent is likely to contact:
rest.ensembl.orggrch37.rest.ensembl.orgAlso links to:
ensembl.orgpachterlab.github.ioFrom URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Ensembl REST API loads about 2k tokens when it runs. Until then it costs about 20 tokens; SKILL.md has 472 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from wentorai/research-plugins at commit bf44b3c, republished under its MIT licence (© wentorai). 472 words, ~1,991 tokens.
.claude/skills/ensembl-rest-api/SKILL.md (or your agent's skills folder).Ensembl is a genome browser and annotation system maintained by EMBL-EBI and the Wellcome Sanger Institute, providing reference assemblies, gene annotations, variant data, and comparative genomics for over 300 vertebrate genomes. It is the genomic reference underpinning gget, PyEnsembl, and BioMart.
The REST API exposes Ensembl data via stateless HTTP. Researchers can look up genes by symbol or stable ID, retrieve genomic/cDNA/protein sequences, query variant annotations (rsIDs, clinical significance, consequences), access cross-references (HGNC, UniProt, RefSeq, OMIM), and obtain assembly metadata. Responses in JSON or XML.
No authentication required. All endpoints are publicly accessible. Users needing higher throughput can register for an API token.
Retrieve gene metadata: coordinates, biotype, canonical transcript.
GET https://rest.ensembl.org/lookup/symbol/{species}/{symbol}| Parameter | Type | Required | Description |
|---|---|---|---|
| species | string | Yes | Species name (e.g., homo_sapiens) |
| symbol | string | Yes | Gene symbol (e.g., BRCA1, TP53) |
| expand | int | No | Set to 1 to include transcripts and translations |
| content-type | string | Yes | application/json or text/xml |
curl "https://rest.ensembl.org/lookup/symbol/homo_sapiens/BRCA1?content-type=application/json"{
"display_name": "BRCA1",
"description": "BRCA1 DNA repair associated [Source:HGNC Symbol;Acc:HGNC:1100]",
"object_type": "Gene", "species": "homo_sapiens",
"assembly_name": "GRCh38", "biotype": "protein_coding",
"seq_region_name": "17", "start": 43044292, "end": 43170245, "strand": -1,
"id": "ENSG00000012048", "canonical_transcript": "ENST00000357654.9"
}Retrieve genomic, cDNA, CDS, or protein sequences by Ensembl stable ID.
GET https://rest.ensembl.org/sequence/id/{id}| Parameter | Type | Required | Description |
|---|---|---|---|
| id | string | Yes | Ensembl stable ID (e.g., ENSG00000012048) |
| type | string | No | genomic, cdna, cds, or protein |
| expand_5prime | int | No | Expand 5' flanking region by N bases |
| expand_3prime | int | No | Expand 3' flanking region by N bases |
| content-type | string | Yes | application/json or text/plain (FASTA) |
curl "https://rest.ensembl.org/sequence/id/ENSG00000012048?content-type=application/json&type=genomic"{
"id": "ENSG00000012048", "query": "ENSG00000012048",
"desc": "chromosome:GRCh38:17:43044292:43170245:-1",
"molecule": "DNA",
"seq": "AAAGCGTGGGAATTACAGATAAATTAAAACTGTGGAACCCCTTTCCTCGGCTGCCGCCAAGGTGTTCGG..."
}Map a gene symbol to Ensembl stable IDs and external database identifiers.
GET https://rest.ensembl.org/xrefs/symbol/{species}/{symbol}species (required), symbol (required), external_db (optional filter, e.g., UniProt)curl "https://rest.ensembl.org/xrefs/symbol/homo_sapiens/TP53?content-type=application/json"[{"type":"gene","id":"ENSG00000141510"},{"type":"gene","id":"LRG_321"}]Use xrefs/id/{id} to expand an Ensembl ID to all external cross-references (UniProt, HGNC, RefSeq, OMIM).
Retrieve variant data by rsID: mappings, alleles, consequence, clinical significance.
GET https://rest.ensembl.org/variation/{species}/{id}species (required), id (required, e.g., rs699)curl "https://rest.ensembl.org/variation/homo_sapiens/rs699?content-type=application/json"{
"name": "rs699", "var_class": "SNP",
"most_severe_consequence": "missense_variant",
"clinical_significance": ["benign"],
"evidence": ["Frequency","1000Genomes","Cited","ESP","Phenotype_or_Disease","ExAC","TOPMed","gnomAD"],
"mappings": [{"location":"1:230710048-230710048","allele_string":"A/G","strand":1,"assembly_name":"GRCh38"}]
}GET https://rest.ensembl.org/info/assembly/{species}assembly_name ("GRCh38.p14"), assembly_date ("2013-12"), assembly_accession ("GCA_000001405.29"), full karyotype array (1-22, X, Y, MT), and 347 top_level_region entries.X-RateLimit-Limit, X-RateLimit-Remaining, X-RateLimit-Reset on every response./lookup/id, /sequence/id): accept up to 1000 IDs per request.https://grch37.rest.ensembl.orgimport requests
BASE = "https://rest.ensembl.org"
HEADERS = {"Content-Type": "application/json"}
gene = requests.get(f"{BASE}/lookup/symbol/homo_sapiens/BRCA1", headers=HEADERS).json()
print(f"{gene['display_name']} ({gene['id']}) chr{gene['seq_region_name']}:{gene['start']}-{gene['end']}")
seq = requests.get(f"{BASE}/sequence/id/{gene['id']}?type=cds", headers=HEADERS).json()
print(f"CDS length: {len(seq['seq'])} bp")import requests
ids = ["ENSG00000012048", "ENSG00000141510", "ENSG00000157764"] # BRCA1, TP53, BRAF
resp = requests.post(
"https://rest.ensembl.org/lookup/id",
headers={"Content-Type": "application/json", "Accept": "application/json"},
json={"ids": ids}
)
for ens_id, info in resp.json().items():
print(f"{info['display_name']:10s} chr{info['seq_region_name']}:{info['start']}-{info['end']}")import requests
for rsid in ["rs699", "rs1042522", "rs334"]:
v = requests.get(
f"https://rest.ensembl.org/variation/homo_sapiens/{rsid}",
headers={"Content-Type": "application/json"}
).json()
loc = v["mappings"][0]["location"] if v.get("mappings") else "N/A"
print(f"{v['name']:12s} {v['var_class']:5s} {v['most_severe_consequence']:25s} {loc}")© wentorai, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in skills/domains/biomedical/ensembl-rest-api of wentorai/research-plugins.
Open the folder on GitHubat commit bf44b3c
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in wentorai/research-plugins, which our catalogue first saw on October 7, 2026.
Ensembl REST API next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Ensembl REST API this skillwentorai/research-plugins | 298 | 1 repos | ~2k | Automated safety check: Pass | MIT | |
| Snpeff Variant Annotationjaechang-hits/SciAgent-Skills | 371 | 1 repos | ~5.4k | Automated safety check: Pass | MIT | |
| Bio Ensembl RESTGPTomics/bioSkills | 1.2k | 2 repos | ~3.6k | Automated safety check: Pass | MIT | |
| Ensembl Databaseaipoch/medical-research-skills | 2k | — | ~1.5k | Automated safety check: Pass | MIT | |
| Mouse Phenome Databasejaechang-hits/SciAgent-Skills | 371 | 1 repos | ~6.8k | Automated safety check: Pass | CC-BY-4.0 | |
| Encode Ccres Databasegoogle-deepmind/science-skills | 3.2k | 1 repos | ~1.7k | Automated safety check: Pass | Apache-2.0 |
jaechang-hits/SciAgent-Skills
Annotate and filter VCF variants with SnpEff and SnpSift. An agent skill from jaechang-hits/SciAgent-Skills.
GPTomics/bioSkills
Query the Ensembl REST API for gene/transcript/protein lookup, sequence retrieval, comparative genomics (Compara), variant effect prediction (VEP), regulatory features, and cross-species…
aipoch/medical-research-skills
Access Ensembl REST API for vertebrate genomic data; use when you need gene/ID lookups, sequence retrieval, variant effect prediction (VEP), or homology/assembly coordinate mapping.
jaechang-hits/SciAgent-Skills
Retrieve mouse phenotype data from the Jackson Laboratory Mouse Phenome Database (MPD) via its REST API.
google-deepmind/science-skills
Query the ENCODE Registry of cis-Regulatory Elements (cCREs) via the SCREEN GraphQL API, or make custom queries to the ENCODE Portal REST API for experiments and files (ChIP-seq peaks, etc.).
GPTomics/bioSkills
Pull pre-computed ortholog calls from public databases (OrthoDB, Ensembl Compara, OMA browser, eggNOG, PANTHER, KEGG Orthology, HomoloGene) via their REST APIs.
wentorai/research-plugins
Craft structured research abstracts that maximize clarity and journal acceptance
wentorai/research-plugins
Manage academic citations across BibTeX, APA, MLA, and Chicago formats
wentorai/research-plugins
Summarize academic papers with structured extraction of key elements
wentorai/research-plugins
Evidence-based study techniques for academic learning and retention
wentorai/research-plugins
Adjust writing tone and register for academic audiences and venues
wentorai/research-plugins
Academic translation, post-editing, and Chinglish correction guide
Works with
Categories
Query gene, sequence, and variant data via the Ensembl REST API. Ensembl REST API is an agent skill from wentorai/research-plugins.
Ensembl REST API fits situations like: tasks that involve REST APIs; tasks that involve Bioinformatics.
Run `npx skills add wentorai/research-plugins --skill ensembl-rest-api -a claude-code`. Or copy the skill folder (skills/domains/biomedical/ensembl-rest-api in wentorai/research-plugins) into .claude/skills/ensembl-rest-api in your project. Claude Code loads it when a task matches its description.
Run `npx skills add wentorai/research-plugins --skill ensembl-rest-api -a codex`. Or copy the skill folder (skills/domains/biomedical/ensembl-rest-api in wentorai/research-plugins) into .agents/skills/ensembl-rest-api in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add wentorai/research-plugins --skill ensembl-rest-api -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ensembl-rest-api, .gemini/skills/ensembl-rest-api, .github/skills/ensembl-rest-api and .opencode/skills/ensembl-rest-api in your project.
Going by SKILL.md and its folder, Ensembl REST API needs the command-line tools its instructions call (curl). Our summary lists: Python 3.
SKILL.md names 4 domains. In commands or code: rest.ensembl.org and grch37.rest.ensembl.org; the agent is likely to contact these when it follows the instructions. As links in the text: ensembl.org and pachterlab.github.io. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Ensembl REST API is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2k tokens (SKILL.md is roughly 8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Ensembl REST API: Snpeff Variant Annotation (jaechang-hits/SciAgent-Skills, 371 stars), Bio Ensembl REST (GPTomics/bioSkills, 1.2k stars), Ensembl Database (aipoch/medical-research-skills, 2k stars) and Mouse Phenome Database (jaechang-hits/SciAgent-Skills, 371 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
wentorai (a GitHub user) maintains it in wentorai/research-plugins, which has 298 GitHub stars. The repository holds 405 skills in this directory. The repository was last updated on June 19, 2026.
Source: wentorai/research-plugins on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.