results-report

Compose a decision-oriented post-experiment report from analysis artifacts and write it to Obsidian.

13|1|Updated Apr 14, 2026
One-click install
npx skills add https://github.com/debug-zhuweijian/ai-research-toolkit --skill results-report-debug-zhuweijian
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: results-report
Source: https://github.com/debug-zhuweijian/ai-research-toolkit/tree/main/modules/04-writing/skills/results-report
Command: npx skills add https://github.com/debug-zhuweijian/ai-research-toolkit --skill results-report-debug-zhuweijian

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The Results Report skill converts strict analysis outputs into a complete, decision-oriented post-experiment narrative for actionable next steps.

Core Features & Use Cases

  • Complete wrap-up report after results analysis
  • Figure-by-figure interpretation with decision implications
  • Obsidian write-back into Results/Reports/
  • Clear handling of limitations, failures, and next actions

Quick Start

Provide a finalized analysis bundle (analysis-output/analysis-report.md, analysis-output/stats-appendix.md, analysis-output/figure-catalog.md) and request a full results report.

Frequently Asked Questions about results-report

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

FAQPage Schema
How do I generate a decision-oriented post-experiment report from analysis artifacts?

To generate a post-experiment report, provide finalized analysis artifacts like analysis-report.md and stats-appendix.md. The skill composes these into a decision-ready narrative featuring executive summaries, figure interpretations, and action items, writing back to Obsidian.

What is included in a standard post-experiment results report for decision-making?

A standard results report includes an executive summary, figure-by-figure narrative with decision implications, failure cases, limitations, and next actions. It transforms raw statistical outputs and figure catalogs into a complete, actionable document.

How do I write experiment analysis outputs back to Obsidian for documentation?

To write experiment analysis outputs to Obsidian, process the analysis bundle through the report generation workflow. The system automatically structures the final decision-oriented document and saves it directly into the Results/Reports directory.

Can I create a complete wrap-up report if my analysis output is missing a figure catalog?

A complete wrap-up report requires the full analysis bundle, including analysis-report.md, stats-appendix.md, and figure-catalog.md. Missing the figure catalog limits the ability to provide figure-by-figure interpretation with decision implications.

Does this post-analysis reporting workflow handle experiment failures and limitations?

Yes, the post-analysis reporting workflow explicitly handles experiment failures and limitations. It processes the analysis bundle to clearly document failure cases and outline next actions within the generated decision-oriented narrative.