synthetic-bio-circuit-designer

Design gene circuits for synthetic biology applications

2.70x

Quality

22%

Does it follow best practices?

Impact

100%

2.70x

Average score across 3 eval scenarios

Securityby

Passed

No known issues

Optimize this skill with Tessl

npx tessl skill review --optimize ./scientific-skills/Data analysis/synthetic-bio-circuit-designer/SKILL.md

Evaluation results

100%

70%

Bistable Switch Circuit for Gene Therapy Vector

Toggle switch circuit design via script

Criteria

Without context

With context

Uses main.py script

100%

Toggle type argument

100%

Promoter 1 argument

100%

Promoter 2 argument

100%

Output captured to file

100%

No extra packages installed

100%

Without context: $0.5032 · 2m 41s · 27 turns · 184 in / 9,049 out tokens

With context: $0.3829 · 1m 26s · 24 turns · 917 in / 3,807 out tokens

100%

50%

Synthetic Biological Clock for Timed Drug Release

Oscillator circuit design via script

Criteria

Without context

With context

Uses main.py script

100%

Oscillator type argument

100%

No promoter args for oscillator

100%

Output captured to file

100%

No extra packages installed

100%

Without context: $0.7389 · 3m 2s · 43 turns · 686 in / 8,374 out tokens

With context: $0.2743 · 1m 17s · 20 turns · 28 in / 2,670 out tokens

100%

68%

Circuit Design Catalogue for Synthetic Biology Lab Onboarding

Multi-circuit comparison using script

Criteria

Without context

With context

Toggle uses main.py

100%

Toggle type argument

100%

Plac promoter argument

100%

Ptet promoter argument

100%

Oscillator uses main.py

100%

Oscillator type argument

100%

Toggle output saved

100%

Oscillator output saved

100%

No extra packages installed

100%

Without context: $1.0748 · 4m 53s · 53 turns · 133 in / 14,301 out tokens

With context: $0.4770 · 2m 16s · 29 turns · 289 in / 5,854 out tokens

Repository: aipoch/medical-research-skills
Commit: ca9aaa4

Evaluated: 17 days ago
Agent: Claude Code
Model: Claude Sonnet 4.6

Table of Contents

Bistable Switch Circuit for Gene Therapy Vector Synthetic Biological Clock for Timed Drug Release Circuit Design Catalogue for Synthetic Biology Lab Onboarding

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