Agent skill

Blast

by lamm-mit in lamm-mit/scienceclaw

Search NCBI BLAST for sequence homology and find similar sequences in biological databases

Apache-2.0Auto-check passedResearch & Science

Install Blast

skills CLI
$ npx skills add lamm-mit/scienceclaw --skill blast -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install lamm-mit/scienceclaw blast --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/lamm-mit/scienceclaw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/blast .claude/skills/blast && rm -rf skills-src

Use ~/.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/

Facts

Skill name
blast
GitHub stars
244
Token cost
~758 tokens
SKILL.md length
255 words
Files
3 (incl. scripts)
Skills in repo
85
Repo updated
First seen
Licence
Apache-2.0

At a glance

Search NCBI BLAST for sequence homology and find similar sequences in biological databases

  • Research & Science work in your project
  • SKILL.md covers Overview, Usage, Parameters and BLAST Programs, plus 4 more sections
  • Runs Python scripts from its folder; calls python3

What it does

Blast is an agent skill from lamm-mit/scienceclaw. Search NCBI BLAST for sequence homology and find similar sequences in biological databases

Its SKILL.md is about 760 tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including scripts (for example `scripts/blast_search.py`).

It sits in Research & Science. It works with NCBI. The licence is Apache-2.0.

When your agent uses it

  • Research & Science work in your project

Example prompts

  • “/blast”

Requirements

  • Python 3

What it can do on your machine

Read from SKILL.md and the folder at commit ab9aba1. It shows what the files ask for, not the result of running them.

  • Tool permissions

    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.

  • Runs code

    Ships 2 files in scripts/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • python3

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Blast loads about 758 tokens when it runs. Until then it costs about 24 tokens; SKILL.md has 255 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~24
When it runs · the whole SKILL.md, loaded when a task matches
~758

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.

Safety

Auto-check passed

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); the scripts in this folder are not scanned.

SKILL.md

The full file from lamm-mit/scienceclaw at commit ab9aba1, republished under its Apache-2.0 licence (© lamm-mit). 255 words, ~758 tokens.

Download SKILL.mdSave it as .claude/skills/blast/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.
name
blast
description
Search NCBI BLAST for sequence homology and find similar sequences in biological databases

Run NCBI BLAST (Basic Local Alignment Search Tool) searches to find sequence homology against NCBI databases.

Overview

BLAST finds regions of similarity between biological sequences. The program compares nucleotide or protein sequences to sequence databases and calculates the statistical significance of matches.

Usage

bash
python3 {baseDir}/scripts/blast_search.py --query "MTEYKLVVVGAGGVGKSALTIQLIQ" --program blastp
bash
python3 {baseDir}/scripts/blast_search.py --query "ATGCGATCGATCGATCG" --program blastn
Search from FASTA file:
bash
python3 {baseDir}/scripts/blast_search.py --query /path/to/sequence.fasta --database nr --program blastp
Get detailed output:
bash
python3 {baseDir}/scripts/blast_search.py --query "SEQUENCE" --program blastp --format detailed --max-hits 20

Parameters

ParameterDescriptionDefault
--queryAmino acid/nucleotide sequence or path to FASTA fileRequired
--programBLAST program: blastn, blastp, blastx, tblastn, tblastxblastp
--databaseDatabase to search: nr, nt, refseq_protein, refseq_rna, swissprot, pdbnr
--evalueE-value threshold10.0
--max-hitsMaximum number of hits to return10
--formatOutput format: summary, detailed, jsonsummary

BLAST Programs

  • blastp: Protein query vs protein database
  • blastn: Nucleotide query vs nucleotide database
  • blastx: Translated nucleotide query vs protein database
  • tblastn: Protein query vs translated nucleotide database
  • tblastx: Translated nucleotide query vs translated nucleotide database

Databases

  • nr: Non-redundant protein sequences
  • nt: Non-redundant nucleotide sequences
  • refseq_protein: NCBI Reference Sequence protein database
  • refseq_rna: NCBI Reference Sequence RNA database
  • swissprot: Swiss-Prot protein database (curated)
  • pdb: Protein Data Bank sequences

Examples

Find similar proteins to human p53:
bash
python3 {baseDir}/scripts/blast_search.py --query "MEEPQSDPSVEPPLSQETFSDLWKLLPENNVLSPLPSQAMDDLMLSPDDIEQWFTEDPGP" --program blastp --database swissprot
Search for homologs with strict E-value:
bash
python3 {baseDir}/scripts/blast_search.py --query "MTEYKLVVVGAGGVGKSALTIQLIQ" --evalue 0.001 --max-hits 50

Output

The tool returns:

  • Hit accession and description
  • E-value and bit score
  • Percent identity and alignment length
  • Query and subject coverage
  • Alignment details (in detailed mode)

Notes

  • BLAST searches are submitted to NCBI servers and may take 30 seconds to several minutes
  • For large-scale searches, consider using local BLAST+ installation
  • NCBI requests that you provide an email for heavy usage (set NCBI_EMAIL environment variable)

© lamm-mit, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 2 other files (scripts) in skills/blast of lamm-mit/scienceclaw.

  • SKILL.md
  • scripts/__pycache__/blast_search.cpython-313.pyc
  • scripts/blast_search.py

Open the folder on GitHubat commit ab9aba1

Compare with similar skills

Blast 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.

Blast compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Blast this skilllamm-mit/scienceclaw244—~758Automated safety check: PassApache-2.0
Dbsnp Databasegoogle-deepmind/science-skills3.2k3 repos~3.4kAutomated safety check: NotesApache-2.0
Biopython Bioinformaticsaiming-lab/AutoResearchClaw15k—~810Automated safety check: PassMIT
Bio Write SequencesGPTomics/bioSkills1.2k3 repos~2.1kAutomated safety check: PassMIT
Mako Loreliebaojun/MakoCode155—~692Automated safety check: PassCustom licence
PubMed REST API Searchdavila7/claude-code-templates32k15 repos~3.9kAutomated safety check: PassMIT

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Works with

Questions about Blast

What does Blast do?

Search NCBI BLAST for sequence homology and find similar sequences in biological databases. Blast is an agent skill from lamm-mit/scienceclaw.

When should I use Blast?

Blast fits situations like: research & Science work in your project.

How do I install Blast in Claude Code?

Run `npx skills add lamm-mit/scienceclaw --skill blast -a claude-code`. Or copy the skill folder (skills/blast in lamm-mit/scienceclaw) into .claude/skills/blast in your project. Claude Code loads it when a task matches its description.

How do I install Blast in Codex?

Run `npx skills add lamm-mit/scienceclaw --skill blast -a codex`. Or copy the skill folder (skills/blast in lamm-mit/scienceclaw) into .agents/skills/blast in your project. Codex loads it when a task matches its description.

Can I use Blast in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add lamm-mit/scienceclaw --skill blast -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/blast, .gemini/skills/blast, .github/skills/blast and .opencode/skills/blast in your project.

What does Blast need to run?

Going by SKILL.md and its folder, Blast needs Python for the scripts in its folder and the command-line tools its instructions call (python3). Our summary lists: Python 3.

Does Blast access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Blast safe to install?

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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Blast use?

Blast is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Blast use?

About 758 tokens (SKILL.md is roughly 3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Blast?

Skills that share tags, products or a category with Blast: Dbsnp Database (google-deepmind/science-skills, 3.2k stars), Biopython Bioinformatics (aiming-lab/AutoResearchClaw, 15k stars), Bio Write Sequences (GPTomics/bioSkills, 1.2k stars) and Mako Lore (liebaojun/MakoCode, 155 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Blast?

lamm-mit (a GitHub user) maintains it in lamm-mit/scienceclaw, which has 244 GitHub stars. The repository holds 85 skills in this directory. The repository was last updated on August 21, 2026.

Source: lamm-mit/scienceclaw on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.