research

Investigate questions against primary sources and write cited findings to Markdown files.

Updated Mar 27, 2026
One-click install
npx skills add https://github.com/gmackie/agent-skills --skill research-gmackie
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: research
Source: https://github.com/gmackie/agent-skills/tree/main/skills/research
Command: npx skills add https://github.com/gmackie/agent-skills --skill research-gmackie

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Gathering accurate technical facts from documentation, source code, and APIs is time-consuming and error-prone when relying on secondary blog posts or outdated write-ups. This Skill delegates that reading legwork to a background agent so you keep working while trustworthy, source-cited research is produced. ## Core Features & Use Cases - Primary-source investigation: Traces every claim back to official docs, source code, specs, and first-party APIs rather than secondary summaries. - Cited Markdown reports: Writes findings to a single Markdown file with a source citation for each claim. - Convention-aware output: Saves the report where the repo already keeps such notes, matching existing conventions or choosing a sensible location. - Use Case: Ask how a specific API endpoint behaves; a background agent reads the official documentation and source code, then delivers a Markdown file in your repo with each behavior claim linked to its source. ## Quick Start Research how the Stripe webhook signature verification works using official documentation and save the cited findings as a Markdown note in this repo.

Frequently Asked Questions about research

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

FAQPage Schema
How do I research a technical topic with cited sources?▼

Delegate the question to a background agent that investigates primary sources like official docs, source code, and specs. It writes findings to a single Markdown file, citing each claim's source, and saves it where the repo keeps such notes.

What sources does AI research use for documentation facts?▼

The research process relies on primary sources: official documentation, source code, specifications, and first-party APIs. It explicitly avoids secondary write-ups and follows every claim back to the source that owns it.

Can research run in the background while I keep working?▼

Yes, the investigation is delegated to a background agent so you can continue other work in parallel. The agent reads sources independently and delivers the finished Markdown report when done.

Where are research findings saved in a repository?▼

Findings are saved as a single Markdown file where the repo already keeps such notes, matching the existing convention. If no convention exists, the agent picks a sensible location and tells you where it saved the file.

When should I not use delegated background research?▼

Avoid it for questions answerable from your own codebase context or when you need interactive back-and-forth exploration. It is designed for self-contained questions that require reading external primary sources, not iterative debugging sessions.