Bio Alignment Io
GPTomics/bioSkills
Read, write, and convert multiple sequence alignment files using Biopython Bio.AlignIO.
Create and manipulate Seq, MutableSeq, and SeqRecord objects using Biopython.
$ npx skills add majiayu000/claude-skill-registry --skill bio-seq-objects -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install majiayu000/claude-skill-registry bio-seq-objects --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/majiayu000/claude-skill-registry.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/ai-ml/seq-objects-gptomics-bioskills .claude/skills/bio-seq-objects && 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 "bio-seq-objects" agent skill from https://github.com/majiayu000/claude-skill-registry/tree/main/skills/ai-ml/seq-objects-gptomics-bioskills into .claude/skills/bio-seq-objects/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bio-seq-objects", 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/majiayu000/claude-skill-registry/tree/main/skills/ai-ml/seq-objects-gptomics-bioskillsType 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 majiayu000/claude-skill-registry --skill bio-seq-objects -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install majiayu000/claude-skill-registry bio-seq-objects --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/majiayu000/claude-skill-registry.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/ai-ml/seq-objects-gptomics-bioskills .agents/skills/bio-seq-objects && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "bio-seq-objects" agent skill from https://github.com/majiayu000/claude-skill-registry/tree/main/skills/ai-ml/seq-objects-gptomics-bioskills into .agents/skills/bio-seq-objects/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bio-seq-objects", 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 majiayu000/claude-skill-registry --skill bio-seq-objects -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install majiayu000/claude-skill-registry bio-seq-objects --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/majiayu000/claude-skill-registry.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/ai-ml/seq-objects-gptomics-bioskills .cursor/skills/bio-seq-objects && 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 "bio-seq-objects" agent skill from https://github.com/majiayu000/claude-skill-registry/tree/main/skills/ai-ml/seq-objects-gptomics-bioskills into .cursor/skills/bio-seq-objects/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bio-seq-objects", 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/majiayu000/claude-skill-registry.git --path skills/ai-ml/seq-objects-gptomics-bioskills--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 majiayu000/claude-skill-registry --skill bio-seq-objects -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install majiayu000/claude-skill-registry bio-seq-objects --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/majiayu000/claude-skill-registry.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/ai-ml/seq-objects-gptomics-bioskills .gemini/skills/bio-seq-objects && 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 "bio-seq-objects" agent skill from https://github.com/majiayu000/claude-skill-registry/tree/main/skills/ai-ml/seq-objects-gptomics-bioskills into .gemini/skills/bio-seq-objects/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bio-seq-objects", 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 majiayu000/claude-skill-registry bio-seq-objectsInstalls 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 majiayu000/claude-skill-registry --skill bio-seq-objects -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/majiayu000/claude-skill-registry.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/ai-ml/seq-objects-gptomics-bioskills .github/skills/bio-seq-objects && 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 "bio-seq-objects" agent skill from https://github.com/majiayu000/claude-skill-registry/tree/main/skills/ai-ml/seq-objects-gptomics-bioskills into .github/skills/bio-seq-objects/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bio-seq-objects", 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 majiayu000/claude-skill-registry --skill bio-seq-objects -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install majiayu000/claude-skill-registry bio-seq-objects --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/majiayu000/claude-skill-registry.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/ai-ml/seq-objects-gptomics-bioskills .opencode/skills/bio-seq-objects && 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 "bio-seq-objects" agent skill from https://github.com/majiayu000/claude-skill-registry/tree/main/skills/ai-ml/seq-objects-gptomics-bioskills into .opencode/skills/bio-seq-objects/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bio-seq-objects", 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.
bio-seq-objectsCreate and manipulate Seq, MutableSeq, and SeqRecord objects using Biopython.
Bio Seq Objects is an agent skill from majiayu000/claude-skill-registry. Create and manipulate Seq, MutableSeq, and SeqRecord objects using Biopython. Use when creating sequences from strings, modifying sequence data in-place, or building annotated sequence records.
Its SKILL.md is about 1.6k tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `metadata.json`).
It sits in Research & Science, covering Bioinformatics. It works with Biopython. The repository describes itself as: Searchable Claude Code skills catalog with source-linked guides and generated registry artifacts. The licence is MIT.
Read from SKILL.md and the folder at commit 2d14a69. 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.
No scripts in the folder and no shell commands in SKILL.md (its code samples are python).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From 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.
Bio Seq Objects loads about 1.6k tokens when it runs. Until then it costs about 52 tokens; SKILL.md has 213 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 majiayu000/claude-skill-registry at commit 2d14a69, republished under its MIT licence (© majiayu000). 213 words, ~1,591 tokens.
.claude/skills/bio-seq-objects/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.Create and manipulate biological sequence objects using Biopython.
from Bio.Seq import Seq, MutableSeq
from Bio.SeqRecord import SeqRecordThe basic sequence object. Immutable like Python strings.
seq = Seq('ATGCGATCGATCG')Seq objects support string-like operations:
len(seq) # Length
seq[0] # First base
seq[-1] # Last base
seq[0:10] # Slice (returns Seq)
str(seq) # Convert to string
'ATG' in seq # Membership test
seq.count('G') # Count occurrences
seq.find('ATG') # Find position (-1 if not found)
seq.upper() # Uppercase
seq.lower() # Lowercase
seq * 3 # Repeat sequence
seq.strip() # Remove leading/trailing whitespaceFor in-place modifications when performance matters.
mut_seq = MutableSeq('ATGCGATCG')
mut_seq[0] = 'C' # Modify single position
mut_seq[0:3] = 'GGG' # Replace slice
mut_seq.append('A') # Add to end
mut_seq.insert(0, 'G') # Insert at position
mut_seq.pop() # Remove and return last
mut_seq.remove('G') # Remove first occurrence
mut_seq.reverse() # Reverse in placeConvert between types:
seq = Seq(mut_seq) # MutableSeq to Seq
mut_seq = MutableSeq(seq) # Seq to MutableSeqSequence with metadata for file I/O and analysis.
record = SeqRecord(
Seq('ATGCGATCG'),
id='gene1',
name='example_gene',
description='An example gene sequence'
)SeqRecord attributes:
record.seq # The Seq object
record.id # Identifier string
record.name # Name string
record.description # Description string
record.features # List of SeqFeature objects
record.annotations # Dict of annotations
record.letter_annotations # Per-letter annotations (quality scores)
record.dbxrefs # Database cross-referencesTransform entire records while preserving metadata:
# Reverse complement (preserves ID, updates features)
rc_record = record.reverse_complement(id='gene1_rc', description='reverse complement')
# Translate to protein (creates new SeqRecord with protein)
protein_record = record.translate(id='gene1_protein')
# Quick format output (returns string in file format)
fasta_str = record.format('fasta')
genbank_str = record.format('genbank')Slicing preserves features (adjusted to new coordinates):
# Slice SeqRecord - features are clipped/adjusted automatically
subset = record[10:50] # Features outside range are droppeddna = Seq('ATGCGATCGATCG')
rna = Seq('AUGCGAUCGAUCG')
protein = Seq('MRCRS')record = SeqRecord(Seq('ATGCGATCG'), id='seq1', description='My sequence')record = SeqRecord(Seq('ATGCGATCG'), id='gene1', description='Example')
record.annotations['organism'] = 'Homo sapiens'
record.annotations['molecule_type'] = 'DNA'from Bio.SeqFeature import SeqFeature, FeatureLocation
record = SeqRecord(Seq('ATGCGATCGATCG'), id='gene1')
feature = SeqFeature(FeatureLocation(0, 9), type='CDS', qualifiers={'product': ['Example protein']})
record.features.append(feature)sequences = ['ATGC', 'GCTA', 'TTAA']
records = [SeqRecord(Seq(s), id=f'seq_{i}') for i, s in enumerate(sequences)]from copy import deepcopy
new_record = deepcopy(record)
new_record.id = 'modified_copy'record = SeqRecord(Seq('ATGCGATCG'), id='seq1')
record.seq = Seq('GGGGGATCG') # Replace entire sequencecombined_seq = seq1 + Seq('NNNN') + seq2 # With linker
combined_record = SeqRecord(combined_seq, id='combined')# Reverse complement a gene sequence
record = SeqRecord(Seq('ATGCGATCGATCG'), id='gene1', description='Forward strand')
rc_record = record.reverse_complement(id=f'{record.id}_rc', description='Reverse complement')
# Features are remapped to new coordinates# Translate coding sequence
cds_record = SeqRecord(Seq('ATGCGATCGATCGTAA'), id='cds1', description='Coding sequence')
protein_record = cds_record.translate(id=f'{cds_record.id}_protein', to_stop=True)record = SeqRecord(Seq('ATGCGATCG'), id='seq1', description='Example sequence')
print(record.format('fasta'))
# >seq1 Example sequence
# ATGCGATCG| Error | Cause | Solution |
|---|---|---|
TypeError: 'Seq' object does not support item assignment | Trying to modify immutable Seq | Use MutableSeq instead |
TypeError: SeqRecord object argument must be a Seq object | Passed string instead of Seq | Wrap string in Seq() |
| Missing annotations in output | Didn't set required annotations | Add molecule_type to annotations for GenBank output |
Need to work with sequence data?
├── Just doing string-like operations?
│ └── Use Seq
├── Need to modify sequence in-place?
│ └── Use MutableSeq
├── Need metadata (ID, description, features)?
│ └── Use SeqRecord
└── Need to write to file?
└── Use SeqRecord with appropriate annotations© majiayu000, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 1 other file in skills/ai-ml/seq-objects-gptomics-bioskills of majiayu000/claude-skill-registry.
Open the folder on GitHubat commit 2d14a69
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 majiayu000/claude-skill-registry, which our catalogue first saw on October 7, 2026.
Bio Seq Objects 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 |
|---|---|---|---|---|---|---|
| Bio Seq Objects this skillmajiayu000/claude-skill-registry | 666 | 1 repos | ~1.6k | Automated safety check: Pass | MIT | |
| Bio Alignment IoGPTomics/bioSkills | 1.2k | 3 repos | ~4.9k | Automated safety check: Pass | MIT | |
| Biopython Bioinformaticsaiming-lab/AutoResearchClaw | 15k | — | ~810 | Automated safety check: Pass | MIT | |
| Bio Write SequencesGPTomics/bioSkills | 1.2k | 3 repos | ~2.1k | Automated safety check: Pass | MIT | |
| Biopythondavila7/claude-code-templates | 32k | 13 repos | ~3.4k | Automated safety check: Pass | MIT | |
| Ggetdavila7/claude-code-templates | 32k | 11 repos | ~6.3k | Automated safety check: Pass | MIT |
GPTomics/bioSkills
Read, write, and convert multiple sequence alignment files using Biopython Bio.AlignIO.
aiming-lab/AutoResearchClaw
Quick reference for Biopython work: sequence operations, SeqIO file parsing, BLAST searches, Entrez queries, phylogenetic trees and PDB structure analysis.
GPTomics/bioSkills
Write biological sequences to files (FASTA, FASTQ, GenBank, EMBL) using Biopython Bio.SeqIO.
davila7/claude-code-templates
Primary Python toolkit for molecular biology. An agent skill from davila7/claude-code-templates.
davila7/claude-code-templates
CLI/Python toolkit for rapid bioinformatics queries. An agent skill from davila7/claude-code-templates.
K-Dense-AI/scientific-agent-skills
Queries 20+ bioinformatics resources through CLI/Python. An agent skill from K-Dense-AI/scientific-agent-skills.
majiayu000/claude-skill-registry
Multi-source deep research using firecrawl and exa MCPs. An agent skill from majiayu000/claude-skill-registry.
majiayu000/claude-skill-registry
Neural search via Exa MCP for web, code, and company research.
majiayu000/claude-skill-registry
Unified media generation via fal.ai MCP — image, video, and audio.
majiayu000/claude-skill-registry
Interact with Zotero reference management libraries using the pyzotero Python client.
majiayu000/claude-skill-registry
Search scientific papers and retrieve structured experimental data extracted from full-text studies via the BGPT MCP server.
majiayu000/claude-skill-registry
Perform pairwise sequence alignment using Biopython Bio.Align.PairwiseAligner.
Works with
Categories
Create and manipulate Seq, MutableSeq, and SeqRecord objects using Biopython. Bio Seq Objects is an agent skill from majiayu000/claude-skill-registry. Create and manipulate Seq, MutableSeq, and SeqRecord objects using Biopython.
Bio Seq Objects fits situations like: creating sequences from strings; modifying sequence data in-place; building annotated sequence records.
Run `npx skills add majiayu000/claude-skill-registry --skill bio-seq-objects -a claude-code`. Or copy the skill folder (skills/ai-ml/seq-objects-gptomics-bioskills in majiayu000/claude-skill-registry) into .claude/skills/bio-seq-objects in your project. Claude Code loads it when a task matches its description.
Run `npx skills add majiayu000/claude-skill-registry --skill bio-seq-objects -a codex`. Or copy the skill folder (skills/ai-ml/seq-objects-gptomics-bioskills in majiayu000/claude-skill-registry) into .agents/skills/bio-seq-objects 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 majiayu000/claude-skill-registry --skill bio-seq-objects -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/bio-seq-objects, .gemini/skills/bio-seq-objects, .github/skills/bio-seq-objects and .opencode/skills/bio-seq-objects in your project.
SKILL.md names no scripts, command-line tools or credentials: Bio Seq Objects is instructions for the agent only. Our summary lists: Python 3.
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.
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.
Bio Seq Objects is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.6k tokens (SKILL.md is roughly 6.4k 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 Bio Seq Objects: Bio Alignment Io (GPTomics/bioSkills, 1.2k stars), Biopython Bioinformatics (aiming-lab/AutoResearchClaw, 15k stars), Bio Write Sequences (GPTomics/bioSkills, 1.2k stars) and Biopython (davila7/claude-code-templates, 32k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
majiayu000 (a GitHub user) maintains it in majiayu000/claude-skill-registry, which has 666 GitHub stars. The repository holds 1,273 skills in this directory. The repository was last updated on October 7, 2026.
Source: majiayu000/claude-skill-registry on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.