opentrons-integration

Official Opentrons Protocol API for OT-2 and Flex robots. Use when writing protocols specifically for Opentrons hardware with full access to Protocol API v2 features. Best for production Opentrons protocols, official API compatibility. For multi-vendor automation or broader equipment control use pylabrobot.

1.11x

Quality

70%

Does it follow best practices?

Impact

85%

1.11x

Average score across 3 eval scenarios

Securityby

Passed

No known issues

Optimize this skill with Tessl

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

Evaluation results

100%

16%

Automated KRAS Mutation Detection PCR Protocol

Thermocycler PCR cycling protocol

Criteria

Without context

With context

Correct import

100%

Metadata dict present

75%

100%

API level 2.19

100%

run() function signature

100%

Thermocycler module load

100%

PCR plate on thermocycler

100%

Lid open before loading

100%

Lid closed before cycling

100%

Lid temperature set

100%

execute_profile() with correct step format

100%

block_max_volume specified

50%

100%

Deactivate lid and block

100%

define_liquid() used

100%

load_liquid() called

100%

protocol.comment() used

25%

100%

92%

Cell Viability Assay Preparation Protocol

Heater-shaker incubation with liquid tracking

Criteria

Without context

With context

Heater-shaker module load

100%

close_labware_latch() before shaking

100%

set_and_wait_for_shake_speed()

100%

open_labware_latch() after shaking

100%

deactivate_heater() called

100%

deactivate_shaker() called

100%

Flow rate customization

100%

air_gap() used

protocol.pause() with message

100%

define_liquid() with hex color

100%

load_liquid() on wells

100%

Correct API level

100%

protocol.delay() for incubation

100%

Labware labels

100%

64%

Antibody Titration Series for ELISA Optimization

Multi-channel serial dilution workflow

Criteria

Without context

With context

Multi-channel pipette loaded

100%

Correct Flex pipette name

71%

57%

rows() used for row-wise access

Column reference for multi-channel

100%

88%

distribute() for diluent dispensing

100%

mix_after in transfer()

40%

new_tip='always' for dilution steps

44%

55%

Correct deck slots

100%

Correct labware API names

100%

tip_racks in load_instrument

100%

Serial dilution pattern

100%

Slice notation for source/dest

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

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

Table of Contents

Automated KRAS Mutation Detection PCR Protocol Cell Viability Assay Preparation Protocol Antibody Titration Series for ELISA Optimization

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