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report-writer

Automate README content, results summaries, and report scaffolding updates.

Updated Feb 18, 2026
Search Tags:#documentation#checklists#tables#report-writing#summaries#figures#research-readme
One-click install
npx skills add https://github.com/rilical/OpenWorld-AI-Image-Detection --skill report-writer-rilical
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: report-writer
Source: https://github.com/rilical/OpenWorld-AI-Image-Detection/tree/main/.agents/skills/report-writer
Command: npx skills add https://github.com/rilical/OpenWorld-AI-Image-Detection --skill report-writer-rilical

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps researchers and teams create and maintain clear, consistent README content, results summaries, and report scaffolding for open-world AI projects.

Core Features & Use Cases

  • Documentation consistency: Align README, results summaries, and figure/checklist documentation with current outputs.
  • Workflow guidance: Provide structured guidance for updating research reports and paper outlines.
  • Auditability: Ensure updates are traceable and aligned with the repo's actual scripts and outputs.

Quick Start

Update the repository README and report scaffolding to reflect the latest run metrics and figures.

Frequently Asked Questions about report-writer

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

FAQPage Schema
How do I automate research report writing and keep README content aligned with run metrics?▼

Report scaffolding provides structured guidance for updating research reports and paper outlines. It ensures documentation consistency across checklists, tables, and figures so updates remain traceable and aligned with the repo's actual scripts and outputs.

What is report scaffolding for open-world AI projects and how does it work?▼

Report scaffolding provides structured guidance for updating research reports and paper outlines. It ensures documentation consistency across checklists, tables, and figures so updates remain traceable and aligned with the repo's actual scripts and outputs.

Can I use automated documentation updates for repos that produce figures and tables?▼

Documentation consistency aligns README content, results summaries, and figure documentation with current outputs. This approach differs from manual editing by enforcing traceable updates that match the repo's actual scripts, preventing documentation drift.

What's the best way to maintain consistent documentation across README files and paper outlines?▼

Documentation consistency aligns README content, results summaries, and figure documentation with current outputs. This approach differs from manual editing by enforcing traceable updates that match the repo's actual scripts, preventing documentation drift.

Does report writing automation work without external dependencies?▼

Report writing automation is limited to repos that produce run metrics, figures, and tables. It should not be used when repository outputs lack structured results data, as documentation alignment depends on matching actual scripts and outputs.

When should I avoid automated report scaffolding for research documentation?▼

Report writing automation is limited to repos that produce run metrics, figures, and tables. It should not be used when repository outputs lack structured results data, as documentation alignment depends on matching actual scripts and outputs.

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