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GWAS sumstats analysis — seed — measured AI agent skill | DecimalAI

clawbio/gwas-sumstats-analysis-seed

NewSkillScoreMaintained

1. Read the summary statistics file.

scienceby clawbio

Links this skill to your agents and keeps it current with the author’s updates.

Automatic

Research pack

1 · One-time — install the CLI (docs ↗)

pip install decimalai

2 · Get the skill — writes .claude/skills/clawbio-gwas-sumstats-analysis-seed/SKILL.md

decimalai skills pull clawbio-gwas-sumstats-analysis-seed --out .claude/skills/

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/clawbio-gwas-sumstats-analysis-seed/SKILL.md https://app.decimal.ai/s/clawbio-gwas-sumstats-analysis-seed/SKILL.md

Raw file: /s/clawbio-gwas-sumstats-analysis-seed/SKILL.md ↗ · machine-readable summary at /s/clawbio-gwas-sumstats-analysis-seed.json ↗

In productionGlobal

how this skill behaves on real traffic · last 30 days

No production data for this skill yet — usage numbers appear here once agents start running it.

Anonymized aggregate across every org using this skill — proof from real production use, not a demo.

Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

22 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 2h ago

—-11% tokens0% turns41% of whole cases pass with skill (9/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-09	✗→✓	▲ Improved	-52%	0%
case-11	✗→✓	▲ Improved	14%	0%
case-08	✓→✗	▼ Worse	-80%	0%
case-10	✓→✗	▼ Worse	-84%	0%
case-12	✓→✗	▼ Worse	-1%	0%

Showing 5 of 22 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

clawbio / clawbio

skills/clawpathy-autoresearch/examples/demo_task/skill/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1

Skill contents

SKILL.md

GWAS sumstats analysis — seed

Workflow

Read the summary statistics file.
Identify genome-wide significant lead variants.
Compute the genomic inflation factor lambda.
Produce a QQ plot under output/.
Write a final summary JSON to output/summary.json with fields for

lead count, lambda, and plot path.

Want to see if clawbio/gwas-sumstats-analysis-seed would activate on your phrasing? Try it before you install — no LLM call, no signup.

Other measured skills in the registry, with their headline benchmark lift.