scientific-brainstorming

Creative research ideation and exploration. Use for open-ended brainstorming sessions, exploring interdisciplinary connections, challenging assumptions, or identifying research gaps. Best for early-stage research planning when you do not have specific observations yet. For formulating testable hypotheses from data use hypothesis-generation.

1.02x

Quality

62%

Does it follow best practices?

Impact

89%

1.02x

Average score across 3 eval scenarios

Securityby

Passed

No known issues

Optimize this skill with Tessl

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

Evaluation results

88%

Novel Research Directions for Coral Reef-Microplastics Study

Five-phase brainstorming workflow with divergent techniques

Criteria

Without context

With context

Context-gathering questions

90%

30%

Cross-domain analogies

50%

100%

Assumption reversal

90%

100%

Scale shifting

100%

Technology speculation

100%

Interdisciplinary fusion

100%

Wild ideas encouragement

60%

Connection-making synthesis

100%

Concrete next steps

100%

Encouraging close

60%

80%

92%

11%

Systematic Exploration of Drug Resistance Prediction Approaches

Structured brainstorming methods from references

Criteria

Without context

With context

Structured framework present

70%

100%

Substitute or analogous alternatives

90%

100%

Combination or fusion directions

90%

100%

Cross-domain adaptation

90%

100%

Eliminate or simplify direction

37%

87%

Scale or scope modification

87%

100%

Technology speculation direction

100%

Ranked shortlist with rationale

100%

Synergies between directions

55%

77%

Implicit method use

100%

89%

-6%

Breaking Through a Research Impasse in Neuroimmunology

Adaptive techniques for blocked researcher and conversational style

Criteria

Without context

With context

Problem reframing

100%

91%

Analogy or story for perspective shift

100%

Bold-ideas challenge

91%

75%

Devil's advocate

100%

80%

Failed approaches as opportunities

90%

100%

Provocative what-if scenarios

100%

Constraint removal

62%

37%

Collaborative question style

100%

Intriguing ideas shortlist

100%

Reflection on session productivity

100%

Repository: K-Dense-AI/claude-scientific-skills
Commit: 25e1c0f

Evaluated: about 2 months ago
Agent: Claude Code
Model: Claude Sonnet 4.6

Table of Contents

Novel Research Directions for Coral Reef-Microplastics Study Systematic Exploration of Drug Resistance Prediction Approaches Breaking Through a Research Impasse in Neuroimmunology

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