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Task
Implement _post_vep_batch() in src/clarvar/annotator.py.
Build a JSON payload and POST to the VEP endpoint:
{
variants : [ 1 100 100 A/T 1 , ...],
CADD : 1,
gnomAD : 1,
ClinVar ...
annotator
intermediate
Task
Implement _apply_vep_result() in src/clarvar/annotator.py.
This ties together the helper functions from issues #1–#4 and writes all annotation fields onto a Variant object
in-place.
From the most ...
annotator
intermediate
@ Analysis of shots.db (2026-06-09, n=269 shots on gp/trajectory_* predictors) to explain the low and inconsistent make
rate.
Findings
1. Aim is fine; mislaunches are the problem. Misses are bimodal: ...
minigame:hoops
Task
Implement _pick_most_severe_transcript() in src/clarvar/annotator.py.
VEP returns a list of transcript_consequences, each with a consequence_terms list. Use the CONSEQUENCE_SEVERITY dict
(already ...
annotator
good first issue
Task
Implement _extract_clinvar() in src/clarvar/annotator.py.
ClinVar data lives in:
hit[ colocated_variants ][i][ clin_sig ] # list of strings
hit[ colocated_variants ][i][ ...
annotator
good first issue
Bug Description i got switched to opus 4.8 while working on a cybersecurity benchmark task for terminal bench 3
Environment Info
- Platform: darwin
- Terminal: cursor
- Version: 2.1.170
- Feedback ...
area:model
bug
needs-repro
platform:macos
Task
Implement _extract_gnomad_af() in src/clarvar/annotator.py.
gnomAD frequencies are nested inside the VEP response:
hit[ colocated_variants ][i][ frequencies ][allele][ gnomad ]
Also check for ...
annotator
good first issue
Goal
Convert the directional ~30% token savings (N=2 clean pairs) into a publishable measurement. This is simultaneously the
dev-tool proof point and the publication minimum — the single highest-leverage ...
evaluation
priority-high
track-b-paper
Task
Implement _to_vep_region() in src/clarvar/annotator.py.
The Ensembl VEP REST API requires variants to be submitted as a region string.
Format: {chrom} {pos} {end} {ref}/{alt} 1 where end = pos ...
annotator
good first issue
Get 10-20 images from CameraManager. Make sure they are not blurry and delete duplicates. Expose such methods, so
FastAPI service knows when all images are taken - we need to prompt user to move board ...

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