OpenClaw-Medical-Skills bio-reverse-complement

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manifest: skills/bio-reverse-complement/SKILL.md
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name: bio-reverse-complement description: Generate reverse complements and complements of DNA/RNA sequences using Biopython. Use when working with opposite strands, primer design, or converting between template and coding strands. tool_type: python primary_tool: Bio.Seq measurable_outcome: Execute skill workflow successfully with valid output within 15 minutes. allowed-tools:

  • read_file
  • run_shell_command

Reverse Complement

Generate complementary and reverse complementary sequences using Biopython.

Required Import

from Bio.Seq import Seq

Core Methods

reverse_complement()

Returns the reverse complement (5' to 3' of the opposite strand).

seq = Seq('ATGCGATCG')
rc = seq.reverse_complement()  # Returns Seq('CGATCGCAT')

This is the most commonly used operation - it gives you the sequence of the opposite strand in the conventional 5' to 3' direction.

complement()

Returns the complement without reversing.

seq = Seq('ATGCGATCG')
comp = seq.complement()  # Returns Seq('TACGCTAGC')

Less commonly used - gives the opposite strand but in 3' to 5' direction.

reverse_complement_rna()

For RNA sequences (uses U instead of T):

rna = Seq('AUGCGAUCG')
rc_rna = rna.reverse_complement_rna()  # Returns Seq('CGAUCGCAU')

complement_rna()

rna = Seq('AUGCGAUCG')
comp_rna = rna.complement_rna()  # Returns Seq('UACGCUAGC')

Base Pairing Rules

DNA

BaseComplement
AT
TA
GC
CG

RNA

BaseComplement
AU
UA
GC
CG

Ambiguous Bases (IUPAC)

CodeBasesComplement
RA/GY
YC/TR
SG/CS
WA/TW
KG/TM
MA/CK
BC/G/TV
DA/G/TH
HA/C/TD
VA/C/GB
NA/C/G/TN

Biopython handles IUPAC ambiguity codes correctly.

Code Patterns

Basic Reverse Complement

seq = Seq('ATGCGATCGATCG')
rc = seq.reverse_complement()
print(f'Original: 5\'-{seq}-3\'')
print(f'RevComp:  5\'-{rc}-3\'')

Visualize Double-Stranded DNA

def show_dsdna(seq):
    comp = seq.complement()
    print(f"5'-{seq}-3'")
    print(f"   {'|' * len(seq)}")
    print(f"3'-{comp}-5'")

seq = Seq('ATGCGATCG')
show_dsdna(seq)

Check if Sequence is Palindrome (Self-Complementary)

def is_palindrome(seq):
    return seq == seq.reverse_complement()

seq1 = Seq('GAATTC')  # EcoRI site - palindrome
seq2 = Seq('ATGCGA')  # Not a palindrome
print(f'GAATTC is palindrome: {is_palindrome(seq1)}')
print(f'ATGCGA is palindrome: {is_palindrome(seq2)}')

Reverse Complement a FASTA File

from Bio import SeqIO
from Bio.SeqRecord import SeqRecord

def reverse_complement_records(records):
    for record in records:
        rc_record = SeqRecord(
            record.seq.reverse_complement(),
            id=record.id + '_rc',
            description=record.description + ' reverse complement'
        )
        yield rc_record

records = SeqIO.parse('sequences.fasta', 'fasta')
rc_records = reverse_complement_records(records)
SeqIO.write(rc_records, 'sequences_rc.fasta', 'fasta')

Primer Design Helper

def design_primer_pair(template, start, end):
    '''Design forward and reverse primers for a region'''
    forward = template[start:start + 20]
    reverse = template[end - 20:end].reverse_complement()
    return forward, reverse

template = Seq('ATGCGATCGATCGATCGATCGATCGATCGATCGATCGATCG')
fwd, rev = design_primer_pair(template, 0, 40)
print(f'Forward primer (5\'-3\'): {fwd}')
print(f'Reverse primer (5\'-3\'): {rev}')

Handle Both Strands in Analysis

def search_both_strands(seq, motif):
    '''Search for a motif on both strands'''
    motif = Seq(motif)
    results = []
    pos = seq.find(motif)
    while pos != -1:
        results.append(('+', pos))
        pos = seq.find(motif, pos + 1)
    rc = seq.reverse_complement()
    pos = rc.find(motif)
    while pos != -1:
        results.append(('-', len(seq) - pos - len(motif)))
        pos = rc.find(motif, pos + 1)
    return results

seq = Seq('ATGCGAATTCGATCGATGAATTCGATC')
hits = search_both_strands(seq, 'GAATTC')
for strand, pos in hits:
    print(f'Found on {strand} strand at position {pos}')

Common Use Cases

TaskMethod
Get opposite strand
reverse_complement()
Primer for opposite strand
reverse_complement()
of target region
Template strand from coding
reverse_complement()
Check palindrome
seq == seq.reverse_complement()
Search both strandsSearch original and reverse_complement

Common Errors

ErrorCauseSolution
Wrong bases in resultMixing DNA/RNA methodsUse
reverse_complement_rna()
for RNA
TypeError
Passing string instead of SeqWrap in
Seq()
first

Decision Tree

Need to work with strand orientation?
├── Get opposite strand sequence (5' to 3')?
│   └── Use reverse_complement()
├── Get base-paired sequence (same direction)?
│   └── Use complement()
├── Working with RNA?
│   └── Use reverse_complement_rna()
├── Check if restriction site (palindrome)?
│   └── seq == seq.reverse_complement()
└── Designing primers?
    └── Reverse primer = reverse_complement() of 3' end

Related Skills

  • seq-objects - Create Seq objects to complement
  • transcription-translation - Six-frame translation uses reverse complement
  • motif-search - Search both strands for motifs
  • restriction-analysis/restriction-sites - Restriction sites are often palindromic
  • alignment-files/sam-bam-basics - BAM FLAG indicates read strand; use samtools view -f 16 for reverse
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