ai-researcher

Summarizes AI research evidence from provided sources with citations and Markdown output.

Updated Jun 7, 2026
One-click install
npx skills add https://github.com/lukasdeveloperacc/PersonalAgentPlugins --skill ai-researcher-lukasdeveloperacc
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ai-researcher
Source: https://github.com/lukasdeveloperacc/PersonalAgentPlugins/tree/main/codex/plugins/socrates-codex-partner-plugin/skills/ai-researcher
Command: npx skills add https://github.com/lukasdeveloperacc/PersonalAgentPlugins --skill ai-researcher-lukasdeveloperacc

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill streamlines the process of summarizing AI research evidence for Socrates planning, ensuring comprehensive and accurate documentation.

Core Features & Use Cases

  • Summarize AI Evidence: Automatically summarize model/API/agent design evidence from provided or officially retrieved sources.
  • Citation Integration: Include citations when available for added credibility.
  • No Source Edits: Ensures original source integrity by not editing source files.
  • Markdown Output: Provides concise markdown research notes for easy integration into planning documents.

Quick Start

Use the ai-researcher skill to summarize the AI research evidence from the provided document 'ai-evidence-report.md'.

Frequently Asked Questions about ai-researcher

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

FAQPage Schema
How do I summarize AI research evidence for planning documents?

To summarize AI research evidence for planning documents, this Skill condenses model and agent design sources into concise markdown research notes. It integrates citations from provided files to ensure credible documentation without altering original sources.

What is the best way to generate markdown output from AI research sources?

Generating markdown output from AI research sources is achieved by processing provided documents into concise research notes. The output is formatted directly in markdown for easy integration into your planning workflows.

Can I use this to summarize AI evidence without editing the original source files?

Yes, you can summarize AI evidence without editing source files because this Skill preserves original source integrity. It reads provided documents and outputs new markdown notes, ensuring original research files remain untouched.

Does the summarization process include evidence citations in the final notes?

Yes, the summarization process includes evidence citations in the final notes when available. This ensures your markdown research output maintains credibility and traceability for Socrates planning support.

How do I prepare AI research documents before running the summarization process?

To prepare AI research documents for summarization, provide evidence files like 'ai-evidence-report.md' directly to the Skill. It processes these inputs to extract design evidence and generates concise markdown notes without requiring source file edits.