analysis-campaign

Design targeted follow-up analyses for research experiments under resource constraints.

1|Updated May 15, 2026

Search Tags:#research #optimization #analysis #evidence #follow-up #campaign

Ready to run

npx skills add https://github.com/BoomberAsp/DeeperScientist --skill analysis-campaign-boomberasp

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: analysis-campaign
Source: https://github.com/BoomberAsp/DeeperScientist/tree/main/src/skills/analysis-campaign
Command: npx skills add https://github.com/BoomberAsp/DeeperScientist --skill analysis-campaign-boomberasp

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill facilitates targeted follow-up analyses after a main experiment, ensuring robust evidence gathering and interpretation without unnecessary scope creep.

Core Features & Use Cases

Targeted Follow-Up: Focus on answering specific evidence questions without expanding scope unnecessarily.
Resource Optimization: Design slices that provide the highest soundness gain within available resources.
Paper Support: Integrate analysis directly into paper writing processes, ensuring evidence is traceable and relevant.

Quick Start

Start an analysis campaign for the 'quest' by using the 'analysis-campaign' skill and follow the workflow steps outlined in the skill's documentation.

Frequently Asked Questions about analysis-campaign

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I design targeted follow-up analyses after a main experiment?▼

Design targeted follow-up analyses by creating analysis slices that directly align with parent claims or hypotheses, focusing on specific evidence questions without expanding research scope unnecessarily.

What is the best way to optimize evidence gathering under resource constraints?▼

Optimize evidence gathering by designing analysis slices that deliver the highest soundness gain possible within your available resources, ensuring robust interpretation and traceable evidence collection.

How does integrating follow-up analysis into paper writing processes work?▼

Integrating follow-up analysis into paper writing ensures evidence remains traceable and relevant, directly connecting your analysis slices to the parent claims supported in the research paper.

When do I need to run a targeted analysis campaign for my research?▼

Run a targeted analysis campaign when a main experiment leaves specific evidence questions unanswered, requiring optimized follow-up slices to validate hypotheses without unnecessary scope creep.

Can I use this workflow to prevent scope creep in research and development?▼

Yes, this workflow prevents scope creep by enforcing targeted follow-up analyses that focus strictly on answering predefined evidence questions rather than expanding into unrelated research areas.

What are the limitations of using analysis slices for follow-up evidence collection?▼

Analysis slices require careful design to align with parent claims, limiting their utility if resource constraints are too severe or if the initial hypotheses lack clear evidence-gathering targets.