---
title: "Ask HN Learning Resources"
canonical: https://trickest.com/library/hn-learning-resources
description: "Turn an Ask HN topic into a cited study list of books, courses, articles, and community context."
---

# Ask HN Learning Resources

## Overview

Ask HN spreads useful recommendations across separate threads and comment chains, which makes a focused study list slow to assemble and hard to trace. This workflow turns one topic into a resource guide with community context and source links. You get a reviewable starting point for study, not a claim that popularity proves quality. Collect HN gathers the matching discussion material, then Write Recommendations organizes it into a Markdown list. You can inspect the collector and edit the curation instructions in [visual workflows](/platform/workflows) before you run it.

## Pipeline

1. **Collect HN** (`collect-hn`, script) receives the configured topic and returns matching Ask HN thread material.
2. **Write Recommendations** (`write-recs`, agent) turns that material into a cited learning-resource list.

## Inputs

- **Topic.** The subject Collect HN searches for. The default is the topic saved in the collector, which you should review before running.
- **Curation instructions.** The prompt Write Recommendations uses to organize the collected material. The default is the prompt saved in the agent node.

## Outputs

- **Study list.** A Markdown artifact containing learning resources, community context, and links to the matching Ask HN discussions.

## Integrations

- AI

## Sample output

This artifact illustrates the output structure. No completed run produced this example.

### `learning-resources.md`

```markdown
# Distributed systems study list

## Designing Data-Intensive Applications

Type: Book

Focus: Data models, storage, replication, and distributed systems tradeoffs

Community context: A completed output summarizes the relevant Ask HN comments here.

Source trail: A completed output links the matching Ask HN discussions here.
```

## FAQ

### Can I use a narrow topic?

Yes. A precise topic can produce a tighter resource list. If Collect HN finds little discussion material, broaden the topic and run it again.

### Does the workflow verify every recommendation?

No. It organizes recommendations from Ask HN discussions and retains source context. You should review the cited threads before adopting a resource.

### Is the result a complete study plan?

No. The output is a research-backed starting list. You decide how to order it and how much time to spend.

### Can I rerun the same topic?

Yes. Run the saved topic again when you want to review newer discussion material. Compare the resulting list yourself because this workflow does not create a change report.

## Related workflows

- [Daily Tech Digest](/library/daily-tech-digest) - use this instead when you need current technology headlines from RSS feeds.
- [Daily AI News Digest](/library/daily-ai-news-digest) - use this instead when the topic is current AI news rather than a study list.
- [Multi-Source Daily Briefing](/library/multi-source-daily-briefing) - use this instead when you need a broad daily briefing rather than topic research.

---
_Markdown source of https://trickest.com/library/hn-learning-resources._