1.7 KiB
1.7 KiB
name, description
| name | description |
|---|---|
| reading-list | Use this when the user wants a curated reading sequence, paper shortlist, or tiered set of papers for learning or project onboarding. |
Reading List
When To Use
Use this skill for:
- getting up to speed on a topic
- onboarding into a research area
- choosing which papers to read first
- constructing a project-specific reading order
Procedure
- Start with source discovery that matches the topic.
- For academic topics, use
alpha_searchinallmode. - For current, product-oriented, or market-facing topics, use
web_searchandfetch_contentfirst, then usealpha_searchfor background literature if needed. - Inspect the strongest candidates directly before recommending them.
- Use
alpha_ask_paperfor fit questions like:- what problem does this really solve
- what assumptions does it rely on
- what prior work does it build on
- Classify papers or sources into roles:
- foundational
- key recent advances
- evaluation or benchmark references
- critiques or limitations
- likely replication targets
- Order the list intentionally:
- start with orientation
- move to strongest methods
- finish with edges, critiques, or adjacent work
- Write the final list as a durable markdown artifact in
outputs/. - For every source, include a direct URL.
Pitfalls
- Do not sort purely by citations.
- Do not over-index on recency when fundamentals matter.
- Do not include papers you have not inspected at all.
- Do not force everything into papers when the user actually needs current docs, products, or market sources.
Deliverable
For each paper include:
- title
- year
- why it matters
- when to read it in the sequence
- one caveat or limitation