Workflow
Personal Research Assistant Workflow
A repeatable system to research any topic deeply in under 30 minutes.
Problem
Reading 20 tabs and stitching notes manually wastes hours and rarely produces a usable synthesis.
Solution
Standardize a query → harvest → cluster → synthesize loop so every research session ends with a structured brief.
Steps
- 01Write a single research question and 5 sub-questions.
- 02Harvest sources with a web-search API or Perplexity-style tool.
- 03Cluster claims by theme using an LLM with structured output.
- 04Generate a brief: TL;DR, evidence, contradictions, open questions.
- 05Save the brief into your second brain with backlinks.
Tools Used
Prompts Used
Related Dictionary
↳ connected nodes
Dictionary↳ linked
RAG (Retrieval-Augmented Generation)
Inject external knowledge into an LLM at query time.
Dictionary↳ linked
Agentic RAG
RAG where an agent decides what to retrieve, when, and from which source — instead of a single static query.
Tool Stack↳ linked
Agent Research Stack
Web-search-enabled agent for autonomous research tasks.
Tool Stack↳ linked
Solo Content Creator Stack
End-to-end AI stack for one operator running a multi-channel content engine.
Prompt↳ linked
Competitor Discovery Prompt
Surface and structure direct competitors for a given product.
Prompt↳ linked
Grounded Answer Prompt
Force the model to answer only from provided sources, with citations.
Tool Stack↳ linked
AI Research & Knowledge Stack
Default toolset for analysts, founders and creators doing deep research with AI.
Use Case↳ linked
Tech Creator Replaces a Research Assistant With a Workflow
A YouTuber cut their research time per video from 8 hours to 90 minutes.