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  2. ✦Development
  3. ✦Defense In Depth
⏱ Pasting from scattered docs→Development — one installTrial and error, again→#javascript ready to use

Defense In Depth

Use when invalid data causes failures deep in execution, requiring validation at multiple system layers - validates at every layer data passes through to make bugs structurally impossible

💻 Development✦Premium script✦7 languages

WHAT YOU BECOME

Use Cases

Perfect for these scenarios

✦ 01🧬

Polygenic Risk Score

Calculate PRS by retrieving SNP-trait associations for multiple variants.

✦ 02🔍

Variant Annotation

Identify disease associations for a specific rs ID in the GWAS Catalog.

✦ 03📊

Trait Association

Search all known SNPs linked to a specific disease or trait.

✦ 04⚗️

Candidate Gene Research

Explore variants near a gene to find significant trait associations.

MEASURED GAIN

Why Choose This Skill

Proven benefits and measurable impact

100x

Rapid GWAS Retrieval

Instantly access SNP-trait data without manual database searches.

95%

Reduced Error Rate

Minimize human error in variant lookups with automated queries.

8 hrs

Time Saved Per Study

Skip hours of manual catalog browsing for comprehensive results.

WHAT YOU GET

What’s Inside

Files, tags and the three-step install

Download or copy the skill file from the source repository.
Put the skill file into Claude's skills directory — ~/.claude/skills/
Restart Claude or run the reload command, and the skill loads automatically.
$ cp obra__superpowers/skills/defense-in-depth/skill.md ~/.claude/skills/

Tip: Read the documentation and the code before first use, so you know what it does and which permissions it needs.

Related tags

#javascript#testing

Technical information

Author
obra
Category
Development
File size
3.79 KB
Source repository
obra__superpowers
License
MIT
Metadata
Includes YAML metadata
View GitHub source

TAKE IT WITH YOU

$9.9/month
Premium script

Unlock unlimited downloads of all 450+ premium scripts.

All skills come from the open-source community; original authors keep their rights.

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