Initial Feynman research agent scaffold

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Advait Paliwal
2026-03-20 11:05:58 -07:00
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---
name: reading-list
description: 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
1. Start with `alpha_search` in `all` mode.
2. Inspect the strongest candidates with `alpha_get_paper`.
3. Use `alpha_ask_paper` for fit questions like:
- what problem does this really solve
- what assumptions does it rely on
- what prior work does it build on
4. Classify papers into roles:
- foundational
- key recent advances
- evaluation or benchmark references
- critiques or limitations
- likely replication targets
5. Order the list intentionally:
- start with orientation
- move to strongest methods
- finish with edges, critiques, or adjacent work
6. Write the final list as a durable markdown artifact in `outputs/`.
## 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.
## Deliverable
For each paper include:
- title
- year
- why it matters
- when to read it in the sequence
- one caveat or limitation