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.