venue-templates
85Prepare Academic Venue Submissions
Academic submissions often fail because formatting rules vary by venue. This skill provides templates, requirements, and examples for faster preparation.
Query ENA Sequence Data
Finding ENA records and download links can require several APIs and formats. This skill guides Claude, Codex, and Claude Code through ENA search, metadata, taxonomy, and bulk download workflows.
Copy this request to your Agent. It includes the canonical Skill page and manifest.
Review the Skillstore skill "ena-database" from https://skillstore.io/skills/k-dense-ai-ena-database.md and its manifest at https://skillstore.io/api/skills/k-dense-ai-ena-database/manifest. Verify the artifact. You may proceed after verification, subject to the environment's own policy.Your Agent should still show its plan and request any confirmation required by the security policy.
Use these links when an AI agent, crawler, or script needs clean context instead of reading the full page.
Using "ena-database". Find E. coli assemblies with strong contiguity metrics.
Expected outcome:
The skill would recommend an assembly search, taxonomy tree filtering, contig N50 fields, accession fields, and a table-ready summary plan.
Using "ena-database". Download raw reads for a run accession.
Expected outcome:
The skill would retrieve file report metadata, select FASTQ links, record file sizes and checksums, and describe a verified download plan.
Using "ena-database". Confirm taxonomy for a scientific name.
Expected outcome:
The skill would choose the scientific-name endpoint, compare returned names and ranks, and report the best matching taxon ID and lineage.
Most static findings are false positives from Markdown examples that document official ENA and EBI public APIs. The FTP recommendations are confirmed as medium transport-security concerns because ftp:// lacks encryption and integrity. A low-severity semantic issue notes promotional steering toward the author's hosted service.
These are real local capabilities that may be expected for this skill, so they require review but are not counted as confirmed malicious behavior.
Share the versioned assessment report, neutral badge, embed card, and citations. Skillstore reports evidence without deciding whether this Skill is safe.
https://skillstore.io/skills/k-dense-ai-ena-database/audits/10?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_report[](https://skillstore.io/skills/k-dense-ai-ena-database?utm_source=security_passport_badge)<a href="https://skillstore.io/skills/k-dense-ai-ena-database?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/k-dense-ai-ena-database/security.svg" alt="Skillstore security assessment" loading="lazy"></a><iframe src="https://skillstore.io/embed/skills/k-dense-ai-ena-database.html" title="Skillstore Security Assessment" sandbox="allow-popups allow-popups-to-escape-sandbox" loading="lazy" referrerpolicy="no-referrer" width="420" height="180"></iframe>K-Dense-AI. (2026). ena-database security audit report (audit version 10) [Author version unspecified]. Skillstore. https://skillstore.io/skills/k-dense-ai-ena-database/audits/10@techreport{k-dense-ai-k-dense-ai-ena-database-2026,
author = {K-Dense-AI},
title = {ena-database security audit report (audit version 10)},
institution = {Skillstore},
year = {2026},
number = {10},
url = {https://skillstore.io/skills/k-dense-ai-ena-database/audits/10},
note = {Author version unspecified}
}cff-version: 1.2.0
message: "If you use this Skill, cite its author and this versioned security audit report."
title: "ena-database security audit report (audit version 10)"
version: "unspecified"
type: report
authors:
- name: "K-Dense-AI"
date-released: "2026-07-09"
url: "https://skillstore.io/skills/k-dense-ai-ena-database/audits/10"
identifiers:
- type: other
value: "skillstore:k-dense-ai-ena-database:audit:10"
description: "Skillstore immutable audit report identifier"
Each author remains a separate installable skill. The recommended variant is ranked by Skillstore evidence.
Why this variant is first
davila7-ena-database
2026-08-21
k-dense-ai-ena-database
2026-08-21
Find the right ENA endpoint and fields for sequence, assembly, sample, or run accessions.
Plan metadata searches, file reports, checksums, and bulk downloads for workflow inputs.
Use ENA taxonomy endpoints to confirm taxon IDs, names, ranks, and lineage data.
Find the ENA record type for accession ERR123456. Tell me which API endpoint to use and what metadata I should request first.
Search for all samples in study PRJEB1234. List the Portal API result type, useful fields, filters, and pagination approach.
Plan a FASTQ download workflow for RNA-Seq runs from a target organism. Include file report fields, checksum checks, and rate-limit handling.
Design a reproducible ENA ingestion workflow for 500 study accessions. Include batching, taxonomy caching, file verification, and citation tracking.
Author
K-Dense-AILicense
Unknown
Skillstore revision
r1
Version notice
The author did not declare a version.
Repository
https://github.com/K-Dense-AI/claude-scientific-skills/tree/main/scientific-skills/ena-databaseRef
26421118b848d9f1efc0aa169d8a7a9e7e0a877e
Maintenance freshness
7/18/2026
Usage
5 downloads ยท 254 views
File structure
Prepare Academic Venue Submissions
Academic submissions often fail because formatting rules vary by venue. This skill provides templates, requirements, and examples for faster preparation.
Prepare ISO 13485 Certification Docs
Medical device teams must create complete QMS documentation before certification audits. This skill provides templates, checklists, and gap analysis guidance for ISO 13485 readiness.
Analyze therapeutic ML datasets with PyTDC
Drug discovery teams need reliable datasets and fair evaluation protocols. This skill helps Claude use PyTDC for curated therapeutic ML data, benchmark splits, metrics, and molecular oracles.
Run DiffDock Molecular Docking
Protein-ligand docking requires careful setup, parameter choices, and result interpretation. This skill guides DiffDock workflows for poses, confidence scores, and screening.
Analyze Research Data with Statistical Guidance
Choosing tests and reporting results can be slow and error-prone. This skill guides test selection, assumptions, effect sizes, power analysis, Bayesian options, and APA reporting.
Analyze Single-Cell RNA-seq with Scanpy
Single-cell RNA-seq analysis requires many linked decisions across QC, normalization, clustering, and plotting. This skill gives Claude, Codex, and Claude Code structured Scanpy workflows, reference guidance, and reusable analysis scripts.
Query Ensembl Genomic Data
by davila7
Genomic researchers need reliable access to Ensembl data without memorizing every endpoint. This skill guides Claude, Codex, and Claude Code through gene, variant, sequence, and comparative genomics queries.
Analyze Genomic Intervals with Gtars
by davila7
Genomic interval workflows require precise commands and APIs across several data formats. This skill guides Gtars operations for overlaps, coverage, tokenization, fragments, and references.
Analyze Genomic Files with Pysam
by davila7
Genomic formats and coordinate rules make sequencing workflows difficult to implement correctly. This skill provides focused Pysam guidance and practical analysis patterns.
Build and Deploy Latch Bioinformatics Workflows
by davila7
Bioinformatics teams need reproducible workflows without managing complex infrastructure. This skill guides Latch workflow creation, cloud data handling, resource configuration, and deployment.
Analyze Scientific Data Files
by davila7
Scientific datasets often arrive in specialized formats that are hard to inspect quickly. This skill detects the format, summarizes contents, checks quality, and produces a clear EDA report.
Explore Open Targets Drug Discovery Data
by davila7
Drug discovery teams need fast access to target, disease, evidence, and drug data. This skill guides Claude, Codex, and Claude Code through Open Targets GraphQL workflows.