analysis-campaign

Automate structured post-main experimentation with coordinated evidence campaigns.

2|Updated Apr 26, 2026
One-click install
npx skills add https://github.com/Rycen7822/DeepScientist-hermes --skill analysis-campaign-rycen7822
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: analysis-campaign
Source: https://github.com/Rycen7822/DeepScientist-hermes/tree/main/resources/skills/analysis-campaign
Command: npx skills add https://github.com/Rycen7822/DeepScientist-hermes --skill analysis-campaign-rycen7822

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Campaign-level analysis provides a disciplined framework to plan, execute, and synthesize follow-up experiments that test the solidity and boundaries of a main result.

Core Features & Use Cases

  • Structured plan and checklist to govern multiple analysis slices (ablation, robustness, error analysis, efficiency) within a single mission.
  • Durable artifacts and traceable evidence path, including PLAN.md, CHECKLIST.md, per-slice runs, and aggregated campaign reports aligned to an outline or research plan.
  • Writing-facing workflow integration to bind slices to manuscript sections, manage baselines, and produce evidence-led narratives.

Quick Start

Define the campaign objective and the main claim, identify the most critical follow-up questions, and launch the first slice to address those questions.

Frequently Asked Questions about analysis-campaign

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

FAQPage Schema
How do I structure post-experiment analysis for ablation studies and robustness checks?

Post-experiment analysis is structured through a durable campaign charter that governs multiple analysis slices, including ablations and robustness checks, providing per-slice run artifacts and aggregated reports aligned to a research plan.

What is a campaign charter for coordinating follow-up research experiments?

A campaign charter is a structured plan and checklist that coordinates follow-up experiments to test main claims. It provides a traceable evidence path with durable artifacts like PLAN.md and CHECKLIST.md to manage multiple analysis slices.

How do I manage baselines and evidence for manuscript sections during research analysis?

Baselines and evidence are managed through a writing-facing workflow integration that binds analysis slices to manuscript sections. This produces evidence-led narratives with traceable per-slice run artifacts and aggregated campaign reports.

Can I use this structured analysis workflow for internal error analysis and boundary investigations?

Yes, the structured analysis workflow applies to both writing-facing campaigns and internal follow-up runs such as error analyses and boundary investigations, providing durable per-slice artifacts and aggregated reports for any coordinated evidence campaign.

What is the best way to start a coordinated evidence campaign for testing research claims?

The best way to start a coordinated evidence campaign is to define the campaign objective and main claim, identify the most critical follow-up questions, and launch the first analysis slice to address those specific questions.

Do I need existing research outlines to run a structured post-experiment analysis campaign?

Existing research outlines are beneficial but not strictly required, as the campaign framework provides durable artifacts and aggregated reports that can align with a selected research plan or manuscript outline to produce evidence-led narratives.