Pulls genetic sequences directly from NCBI's databases into your workspace. You'll need uv installed, and while it works without an API key, you really want one to bump the rate limit from 3 to 10 requests per second. The skill handles credentials properly and notifies you about NCBI's terms on first use. Solid choice if you're doing bioinformatics work and tired of manually downloading FASTA files through the web interface. From Google DeepMind's science skills collection, which passed most security audits though Snyk flagged a warning worth checking.

skills.sh installs
2.3K
GitHub stars
3.4K
last updated
Aug 21, 2026

Install

$ npx -y skills add google-deepmind/science-skills --skill ncbi-sequence-fetch --agent claude-code

Installs into .claude/skills of the current project.

Files

NCBI Sequence Fetch

Prerequisites

  1. uv: Read the uv skill and follow its Setup instructions to ensure uv is installed and on PATH.
  2. User Notification: If .licenses/ncbi_sequence_fetch_LICENSE.txt does not already exist in the workspace root directory then (1) prominently notify the user to check the terms at https://www.ncbi.nlm.nih.gov/ and https://www.ncbi.nlm.nih.gov/home/about/policies/, then (2) create the file recording the notification text and timestamp.
  3. .env file: Make sure the .env file exists in your home directory. Create one if it does not exist.
  4. 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. You can register for a key for free at https://www.ncbi.nlm.nih.gov/account/settings/. You MUST use the safe credentials protocol in the credentials skill to check for and request this key if this skill looks relevant to the user's request.

Core Rules

Sponsors

Details

Repository
github.com/google-deepmind/science-skills
Categories
Release Management, Automation & Workflows, Sales & Marketing
First seen
Jul 14, 2026

More from google-deepmind/science-skills

All 37
1heygen-com avatarheygen-translateheygen-com/skillsTranslate and dub a video into another language with voice cloning and lip-sync, powered by HeyGen Video Translation. The presenter keeps their face, their voic2.3Kskills.sh installs
2deanpeters avataruser-story-mapping-workshopdeanpeters/product-manager-skillsRun a user story mapping workshop with adaptive questions and a structured map output. Use when you need backbone activities, tasks, and release slices for a wo2.3Kskills.sh installs
3capawesome-team avatarcapacitor-pluginscapawesome-team/skillsGuides the agent through installing, configuring, and using Capacitor plugins from six sources — official Capacitor plugins, Capawesome plugins, Capacitor Commu2.3Kskills.sh installs
4deanpeters avatarskill-authoring-workflowdeanpeters/product-manager-skillsTurn raw PM content into a compliant, publish-ready skill. Use when creating or updating a repo skill without breaking standards.2.2Kskills.sh installs
5anthropics avatarbuild-zoom-contact-center-appanthropics/knowledge-work-pluginsReference skill for Zoom Contact Center. Use after routing to a contact-center workflow when implementing app, web, or native integrations; engagement context a2.1Kskills.sh installs
6nvidia avatarphysical-ai-infrastructure-setup-and-resilient-scalingnvidia/skillsUse when the user wants to set up, scale, validate, or harden NVIDIA physical AI infrastructure for synthetic data generation workflows across local MicroK8s or2Kskills.sh installs