Sequence
SkillDev toolsDeterministic sequence utilities for translation, ORFs, restriction sites, Kozak context, primer checks, and local FASTA record matching.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Sequence skill
What this skill tells your AI
The instructions your AI receives, as published by exon-research/genomi in skills/sequence/SKILL.md and read by ahel’s review.
Use this skill when the user supplies a DNA sequence and asks for ORFs, translation, restriction sites, Kozak context, primer checks, local FASTA record matching, or simple bench-style sequence QA.
Contract
- These tools operate only on supplied sequence strings and explicitly supplied local reference FASTA files.
- They do not use active genome context or external services.
- Report deterministic sequence facts directly. Add biological interpretation only when the user supplies enough context or separate source evidence.
Tool Flow
- Use
sequence.analyzewhen more than one deterministic sequence fact may be needed. - Use
sequence.match_referencewhen a local FASTA can identify the supplied sequence before downstream reasoning. - Use
sequence.translatefor frame/strand translation. - Use
sequence.find_orfsfor ATG-to-stop ORF discovery. - Use
sequence.find_restriction_sitesfor common enzymes or custom motifs. - Use
sequence.classify_kozakfor ATG start-context checks. - Use
sequence.check_primersfor basic GC, Wallace Tm, self-complementarity, and optional template amplicons.
Examples:
sequence.translatewith{"sequence":"ATGGCCATTGTAATGGGCCGCTGA","frame":1}sequence.find_orfswith{"sequence":"AAATGAAATAG","min_aa":1}sequence.find_restriction_siteswith{"sequence":"GAATTCGGATCC","enzymes":["EcoRI","BamHI"]}sequence.match_referencewith{"sequence":"ATGAAATAA","reference_fasta":"refs.fa"}
Answering
Give the computed result and enough coordinates or frame details to make the answer auditable. Do not turn sequence utility output into medical or personal-genome interpretation.
Cross-Capability Synthesis
A scope-limited result from this capability is not a final user-facing answer when other Genomi capabilities can contribute orthogonal evidence to the same question. Returning "cannot answer" while applicable capabilities remain unexamined is a host-agent failure mode.
Tools
sequence.analyze
Run a compact deterministic sequence analysis bundle and point to focused sequence tools when needed.
Use when: The user supplies DNA/RNA sequence text and may need translation, ORF, motif, Kozak, or local FASTA identity facts.
Why necessary: Supplied DNA strings need deterministic sequence utilities before any biological interpretation.
Example prompts: Translate this DNA sequence and find ORFs.
Result semantics: Computes deterministic sequence facts from supplied text and optional local FASTA reference matches; no external annotation is performed.
sequence.check_primers
Check basic primer properties and optional template amplicons.
Use when: Checks primer GC, melting temperature, self-complementarity, and optional amplicon context.
Why necessary: Primer checks combine basic thermodynamic and amplicon facts that are not variant evidence.
Result semantics: Performs lightweight deterministic primer checks; it does not replace full primer-design thermodynamics.
sequence.classify_kozak
Classify Kozak sequence context around ATG start codons.
Use when: Checks Kozak/start-codon context around a supplied DNA sequence position.
Why necessary: Start-codon context is a specialized expression-design check and should stay separate from general translation.
Result semantics: Uses the simple -3 A/G and +4 G Kozak rule; experimental expression strength needs separate evidence.
sequence.find_orfs
Find ATG-to-stop open reading frames in a supplied DNA sequence.
Use when: Finds open reading frames and coding-sequence candidates in a supplied DNA sequence.
Why necessary: ORF detection identifies candidate coding regions without relying on external annotation.
Result semantics: Finds simple ATG-to-stop ORFs from supplied sequence text; biological annotation requires separate source evidence.
sequence.find_restriction_sites
Find common restriction enzyme or custom motif sites in a supplied DNA sequence.
Use when: Maps restriction enzyme sites and sequence motifs in a supplied DNA sequence.
Why necessary: Cloning and motif checks need exact site positions in the supplied sequence.
Result semantics: Reports motif positions in the supplied sequence; it does not model methylation or digestion conditions.
sequence.match_reference
Match a supplied DNA sequence against local FASTA records and return record identifiers plus annotations.
Use when: The task supplies a DNA sequence and a local FASTA/reference set that can identify the sequence record before downstream reasoning.
Why necessary: Local FASTA matching identifies sequence records before downstream reasoning about that sequence.
Result semantics: Returns exact local FASTA record matches and header annotations; the host agent decides whether a matched record answers the question.
sequence.translate
Translate a DNA sequence in a selected frame and strand using the standard genetic code.
Use when: Translates a supplied DNA sequence into codons or amino acids for the requested frame and strand.
Why necessary: Protein translation requires explicit frame and strand control rather than informal sequence reading.
Result semantics: Computes deterministic sequence facts from the supplied string only; no genome context or external IO is used.
Signals
- GitHub stars
- 482
- Forks
- 62
- Last commit
- Aug 2026
Advanced
- Catalog kind
- skill
- Gateway key
sequence- Source
- github.com/exon-research/genomi