benchling-integration

Benchling R&D platform integration. Access registry (DNA, proteins), inventory, ELN entries, workflows via API, build Benchling Apps, query Data Warehouse, for lab data management automation.

1.28x

Quality

52%

Does it follow best practices?

Impact

81%

1.28x

Average score across 3 eval scenarios

Securityby

Passed

No known issues

Optimize this skill with Tessl

npx tessl skill review --optimize ./scientific-skills/benchling-integration/SKILL.md

Evaluation results

70%

-14%

Plasmid Library Registration Script

SDK setup and entity creation with registry

Criteria

Without context

With context

Correct SDK import

100%

ApiKeyAuth import and usage

100%

Credentials from environment

100%

DnaSequenceCreate import and usage

100%

fields() helper used

100%

Registry mutually exclusive params

100%

FASTA parsed with BioPython SeqIO

100%

Bases from SeqIO record

100%

is_circular field set

100%

No credentials in source

100%

Output includes name and ID

100%

57%

Sample Tracking and Lab Notebook Automation

Inventory transfers and ELN entry linking

Criteria

Without context

With context

containers.transfer() used

100%

entry_links.create() used

100%

EntryCreate used for notebook entry

62%

100%

fields() helper used

50%

100%

Credentials from environment

100%

Correct SDK import path

100%

Link per transferred container

100%

Transfer design_notes explains choice

25%

100%

Confirmation output

100%

No hardcoded credentials

100%

74%

10%

Automated Workflow Task Processor for Multi-User Lab Portal

Production app auth, retry strategy, async task handling

Criteria

Without context

With context

OAuth auth used

100%

OAuth credentials from env

100%

RetryStrategy import and usage

70%

50%

Max retries set

Server-side workflow task filter

100%

50%

Generator pagination pattern

30%

100%

wait_for_task() import and usage

33%

WaitForTaskExpiredError handled

25%

100%

Correct Benchling import path

100%

Architecture doc explains OAuth choice

100%

No hardcoded credentials

100%

Repository: K-Dense-AI/claude-scientific-skills
Commit: b58ad7e

Evaluated: 27 days ago
Agent: Claude Code
Model: Claude Sonnet 4.6

Table of Contents

Plasmid Library Registration Script Sample Tracking and Lab Notebook Automation Automated Workflow Task Processor for Multi-User Lab Portal

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