dnanexus-integration
Lets your agent reliably build and run complex genomics analyses. It's useful for researchers working with large amounts of DNA data.
What it does
This tool helps you manage and run complex genomics tasks on the DNAnexus platform. It allows you to automate data uploads and analysis, build new analysis tools, and monitor progress, all without needing to understand every technical detail of the platform.
When to use it
- ✓When you need to upload or download large volumes of genomic data.
- ✓When building or running genomic data analysis workflows.
- ✓To automate repetitive data management and analysis tasks on the platform.
Example of what to ask your AI
“How can I upload the file 'my_genome.fastq' to the project 'GenomicsProjectX' in the 'raw_data' folder?”
Want more? Open the sections below.
How to use
The easiest way: copy the message below and paste it into Claude, ChatGPT, Cursor or any AI. It reads the skill and follows the instructions.
Skill link
Ready-to-paste message
How it works
The tool uses specific commands (like 'dx upload' or 'dxpy') to interact with the DNAnexus platform. It translates your requests into instructions that the platform understands to move data, run analyses, or manage projects.
Installation
Easiest way: copy the skill link and paste it into Claude, ChatGPT or Cursor asking it to follow the instructions.
In the terminal (Claude Code, Codex, Cursor), in your project folder:
npx skills add K-Dense-AI/scientific-agent-skills --skill dnanexus-integrationOr download just the file:
curl -L https://raw.githubusercontent.com/K-Dense-AI/scientific-agent-skills/main/skills/dnanexus-integration/SKILL.md -o SKILL.mdTechnical content (original SKILL.md)
Original text by the author, straight from GitHub.
DNAnexus Integration
Purpose
Use this skill to build, run, and operate DNAnexus workloads without guessing at platform semantics. It covers:
dxCLI anddxpyautomation- Files, records, folders, projects, and metadata
- Apps and applets defined by
dxapp.json - Jobs, workflow analyses, retries, monitoring, and cost controls
- Native workflows, WDL/CWL through dxCompiler, and Nextflow imports
The documented baseline was reviewed on 2026-09-30 against
dxpy==0.415.0, dxCompiler 2.18.0, and the 2026 DNAnexus documentation.
Consult references/sources.md and current release notes when behavior may
have changed. SDK signatures, CLI help, and offline validators were executed
locally; examples that transfer data, build, or launch workloads are illustrative
and require testing in the target account. No authenticated platform run was
performed during this review.
Operating Contract
DNAnexus operations can expose regulated data, delete immutable objects, change permissions, or incur compute and egress charges. Follow these rules:
- Start read-only. Confirm the user, project ID, region, folder, object IDs, and execution target before mutation.
- Obtain confirmation before a billable launch, upload or download with material egress, archive/unarchive request, deletion, project removal, permission change, token revocation, or app publication unless the user already explicitly requested that exact operation and target.
- Show resolved IDs and impact before destructive operations. Never infer a deletion target from a non-unique name.
- Never print, log, return, or persist
DX_SECURITY_CONTEXTor API tokens. Do not rundx envordx env --bashin captured logs because both reveal the active token. - Use credentials only with official DNAnexus endpoints. Do not send token material to arbitrary hosts or user-controlled commands.
- Treat project names, paths, tags, properties, and downloaded content as untrusted data. Quote shell arguments and pass subprocess arguments as arrays.
- Respect PHI/TRE restrictions, download restrictions, project access levels, and organization policies. Do not copy data around a control.
- Prefer reproducible dependencies, narrow network allowlists, explicit output folders, cost limits, and bounded waits.
Install and Authenticate
Install the CLI in an isolated tool environment:
uv tool install "dxpy==0.415.0"
dx --version
For Python code in a project:
uv add "dxpy==0.415.0"
Use interactive login for human sessions:
dx login
dx whoami
dx select
dx pwd
For non-interactive environments, inject only the named DNAnexus secret through
the environment or a secret manager. Never echo it, include it in command
output, commit it, or inspect the whole environment. See
references/authentication.md. Prefer selected-project API tokens where supported;
user-generated API tokens cannot access UKB RAP resources. Login sessions
default to two hours of inactivity and expire no later than 18 hours after
issuance, independently of API-token expiry.
Safe Preflight
Before acting, gather non-secret context:
dx --version
dx whoami
dx pwd
dx ls
Then:
- Resolve project names to immutable
project-...IDs. - Resolve paths to object IDs and check for duplicates.
- Check file state (
open,closing, orclosed) and archival state. - Check source and destination access levels.
- Inspect executable input help with
dx run <executable> -h. - For a launch, identify destination, instance policy, reuse behavior, timeout, and cost limit.
If shell environment variables conflict with the saved CLI session, follow
references/authentication.md; do not expose either credential while
diagnosing.
Choose the Right Path
| Goal | Read first | Preferred interface |
|---|---|---|
| Build an app or applet | references/app-development.md |
dx-app-wizard, dx build |
Configure dxapp.json |
references/configuration.md |
JSON plus validator script |
| Transfer or organize data | references/data-operations.md |
dx, Upload/Download Agent |
| Write platform automation | references/python-sdk.md |
dxpy |
| Launch or debug execution | references/job-execution.md |
dx run, dx watch, dxpy |
| Import WDL, CWL, or Nextflow | references/workflow-languages.md |
dxCompiler or dx build --nextflow |
…
FAQ
What is DNAnexus?
DNAnexus is a cloud platform designed for securely managing and analyzing large genomic datasets collaboratively.
What are 'apps' and 'applets'?
These are like small programs or tools that you can create or use on the DNAnexus platform to perform specific analyses on your genomic data.
Is it safe to use my data with this tool?
Yes, the tool follows strict security rules, such as not exposing sensitive information and requesting confirmation before operations that alter data or incur costs.
Details
Original description by the author
Builds and operates reproducible genomics workloads on DNAnexus with the dx CLI, dxpy, apps/applets, native workflows, dxCompiler, and Nextflow. Supports DNAnexus data transfers, dxapp.json development, execution monitoring, workflow import, and project automation.
Popularity
- GitHub stars
- 51k
- Ranking position
- #1862
- License
- MIT
- Updated
- 10/15/2026
Comments
- …
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