perspective-tour

Perspective Tour

Hard rules

1. No fabricated citations. Every cited work must resolve to a verifiable
2. No claim without provenance. Every quantitative or factual claim
3. No silent failure. Every script invocation, API call, or tool use must declare its exit status and what to do on non-zero. A skill that silently swallows errors is a violation.

When to use

• Drafting grant specific aims and wanting a stronger narrative frame
• Preparing a manuscript introduction and wanting broad appeal
• Scoping a new project and wanting to identify the right questions
• Preparing for thesis or qualifying exam committee questions
• Reviewing a colleague's proposal for blind spots
• Translating a method from one field to another
• Making a case for why a finding matters beyond its origin field

When NOT to use

• You have a single, well-defined question with clear method (no need for multiple lenses)
• You are at the very start of brainstorming (use brainstorming first)
• You have a tight, focused problem with established approach
• Time pressure that prevents deep analysis (use a lighter-weight framing method)
• The question is purely technical with no conceptual or interpretive dimension

Prerequisites

• A research question or proposal to examine
• Sufficient domain knowledge to imagine different expert perspectives
• Willingness to surface weaknesses in your own framing
• Time to think through multiple viewpoints
• Background on your primary audience (e.g., a specific study section or journal)

Core workflow

1. Define the core question

Write down the research question or proposal to be examined:

• One to three sentences stating the question clearly
• Context: who cares, why now, what is at stake
• Current state: what is known and what is missing
• The specific aim, claim, or scope you want to examine

2. Select 5-7 perspectives

Choose perspectives that give orthogonal viewpoints. Aim for coverage of:

• Theoretical — What concepts and theories are at stake? What does the work say about how the world works?
• Methodological — How sound is the approach? Are the methods appropriate, rigorous, state-of-the-art?
• Clinical/applied — Does this matter for practice, patients, or end users? What is the implementation path?
• Statistical — Is the design adequately powered? Are analyses appropriate? Are assumptions met?
• Ethical — Are there concerns about consent, risk, equity, or dual use?
• Translational — How does this move from bench to bedside, or from basic to applied?
• Historical — How does this fit with the evolution of the field? What precedents exist?
• Interdisciplinary — What would scholars from other fields see that experts miss?

Pick 5-7 that feel most relevant to the question, not all of them.

3. For each perspective, run the tour

For each selected perspective, work through three prompts:

What they would emphasize

• What is most important to this expert?
• What aspects of the question would they highlight?
• What values or standards would they bring?

What they would criticize

• What concerns would they raise?
• What weaknesses or gaps would they see?
• What assumptions would they question?

What they would want to see

• What evidence, data, or framing would convince them?
• What additional experiments or analyses would they request?
• What would make them excited about this work?

4. Synthesize the tour

After running each perspective, synthesize:

• Common themes — what do multiple perspectives agree on?
• Tensions — where do perspectives conflict, and how to navigate?
• Blind spots — what perspectives revealed that wasn't visible before?
• Actionable changes — what specific edits would strengthen the framing?

5. Apply the synthesis

Translate findings into concrete improvements:

• Strengthen the narrative — add emphasis or framing
• Address critiques — preempt common objections
• Expand scope thoughtfully — add experiments or analysis that matter
• Refine the question — sharpen what is being asked
• Identify new collaborations — bring in expertise that fills gaps

Code patterns

Perspective Tour template

RESEARCH QUESTION: [The question being examined]

============================================================
PERSPECTIVE 1: [Name of perspective]
============================================================

What they would emphasize:
- [Item 1]
- [Item 2]
- [Item 3]

What they would criticize:
- [Item 1]
- [Item 2]
- [Item 3]

What they would want to see:
- [Item 1]
- [Item 2]
- [Item 3]

============================================================
PERSPECTIVE 2: [Name of perspective]
============================================================

[...]

Example: Grant specific aims

Research Question: Does chronic inflammation in adipose tissue cause insulin resistance, or is it a consequence?

============================================================
PERSPECTIVE 1: Theoretical (immunology)
============================================================

What they would emphasize:"
- The conceptual model of "metaflammation" vs. classical inflammation
- Whether proposed mechanisms (TNFα, IL-6, macrophage polarization) fit the prediction
- How this advances the field's understanding of immune-metabolic crosstalk

What they would criticize:
- The dichotomy may be too simplistic; both directions likely interact
- Proposed mechanisms may be tissue-specific and don't generalize
- The framing ignores the role of adaptive immunity

What they would want to see:
- Mechanistic dissection (which cells, which signals)
- Genetic loss-of-function experiments
- Time course showing which comes first

============================================================
PERSPECTIVE 2: Methodological
============================================================

What they would emphasize:
- Whether the experimental system can distinguish cause from consequence
- Adequate controls for inflammation without metabolic effects
- Specificity of interventions

What they would criticize:
- Cross-sectional nature of most human studies
- Mouse models may not reflect human physiology
- No mention of effect size calculations

What they would want to see:
- Longitudinal human cohort data
- Conditional knockout mice with tissue-specific interventions
- Power calculations and pre-specified effect sizes

============================================================
PERSPECTIVE 3: Clinical
============================================================

What they would emphasize:
- Translation to patient care and metabolic disease
- Whether findings will change clinical practice
- Relevance to type 2 diabetes and obesity epidemic

What they would criticize:
- Vague about therapeutic implications
- Doesn't address patient heterogeneity
- Unclear how this informs intervention development

What they would want to see:
- Human evidence of inflammatory blockade improving insulin sensitivity
- Identification of actionable therapeutic targets
- Stratification approach for patients most likely to benefit

Synthesis document

SYNTHESIS: Multi-perspective analysis of [question]

Common themes across perspectives:
- [Theme 1]: Multiple perspectives emphasized X.
- [Theme 2]: Agreement on need for Y.

Tensions and conflicts:
- Theoretical vs. clinical: How to balance mechanistic depth with patient relevance
- Methodological vs. translational: Experimental rigor vs. real-world applicability

Identified blind spots:
- [Original framing] missed [X] because we focused on [Y]

Recommended changes:
1. [Specific edit to narrative]
2. [Additional experiment to add]
3. [Collaborator to engage]

Revised question: [Sharper version]

Specific-aims framing

DRAFT: [Initial framing of specific aim]

TOUR FINDINGS:
- Theoretical perspective wants more conceptual positioning
- Methodological perspective wants explicit design strengths
- Clinical perspective wants clearer path to impact
- Statistical perspective wants pre-specified analyses
- Ethical perspective wants mention of human subjects considerations

REVISED: [Improved framing addressing findings]

Common pitfalls

• Picking only friendly perspectives: The goal is critique, not validation. Include perspectives likely to challenge you.
• Surface-level treatment: Each perspective should be deep enough to reveal new insights, not just labeled.
• Ignoring conflicts: When perspectives conflict, that's often where the most important work is.
• Failing to act: A tour that doesn't change the proposal has limited value.
• Expert stereotyping: Avoid caricatures; respect that experts are nuanced and varied.
• Scope creep: Adding every suggestion from every perspective leads to unfocused work; prioritize.
• Forgetting the audience: Tailor perspectives to your actual audience (e.g., NIH study section vs. industry R&D).
• Synthesis avoidance: Listing perspectives without integrating findings misses the point.

Validation

How to know the perspective tour was valuable:

• You identified at least 2-3 blind spots in your original framing
• You surfaced critiques you hadn't considered
• The revised question/proposal is sharper and more compelling
• You have concrete additions to strengthen the work
• Multiple perspectives converged on a common concern
• You identified potential collaborations that would strengthen the work
• The narrative is more accessible to a broader audience
• You've preempted likely objections from reviewers

References

• Related ors- skills:*

  • ors-scientific-thinking-brainstorming (for initial ideation)
  • ors-scientific-thinking-critical-thinking (for detailed evaluation)
  • ors-scientific-thinking-hypothesis-generation (for hypothesis development)
  • ors-scientific-thinking-failure-handling (for handling critiques post-review)
  • ors-research-grants-specific-aims (for grant-specific framing)

• External resources:

  • Kuhn, T.S.. The Structure of Scientific Revolutions
  • Laudan, L.. Progress and Its Problems
  • Feyerabend, P.. Against Method
  • de Bono, E.. Six Thinking Hats
  • Lakatos, I.. Falsification and the Methodology of Scientific Research Programmes

Changelog

• 1.0.0 (2026-06-10): Initial adaptation by Pradyumna Jayaram, integrating multi-perspective analysis traditions from philosophy of science (Kuhn, Laudan, Feyerabend, Lakatos) with practical grant-writing and project-scoping workflows.

Cross-references

Other skills in this category:

• brainstorming
• critical-thinking
• failure-handling
• hypothesis-generation