01
Evaluate the seed
Kollab first identifies what the seed source explains, assumes, omits, and overemphasizes.
High-quality research source discovery
Start from one source and let Kollab recommend the papers, books, talks, people, and critical viewpoints worth following next.
Searching for more information is easy. Finding sources that are credible, diverse, and actually useful for the next step is harder.
Kollab can use a seed article, transcript, product page, or note to build a curated source list with reading order, difficulty, viewpoint, and why each item matters.
How the workflow runs
Read through the workflow once, then swap in your own roles, sources, and outputs.
02
Find diverse sources
The agent searches for papers, books, talks, interviews, primary documents, and critical viewpoints.
03
Rank by usefulness
Each source gets difficulty, credibility, viewpoint, why it matters, and the question it helps answer.
04
Create a reading queue
The final list becomes a sorted research queue with tags, next actions, and sources to avoid.
What the source discovery run creates
The goal is a small high-signal research queue, not a giant list of links.
Sources
Curated reading queue
- Starting points
- Academic sources
- Primary documents
Judgment
Why each source matters
- Credibility
- Difficulty
- Question answered
Balance
Viewpoint coverage
- Critical views
- People to follow
- Low-signal sources to avoid
Explore more related links
Follow the related capability pages to see which product layers and tools make this use case repeatable for a team.
