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feynman/skills/research/reading-list/SKILL.md
2026-03-20 23:37:38 -07:00

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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

  1. Start with source discovery that matches the topic.
  2. For academic topics, use alpha_search in all mode.
  3. For current, product-oriented, or market-facing topics, use web_search and fetch_content first, then use alpha_search for background literature if needed.
  4. Inspect the strongest candidates directly before recommending them.
  5. 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
  6. Classify papers or sources into roles:
    • foundational
    • key recent advances
    • evaluation or benchmark references
    • critiques or limitations
    • likely replication targets
  7. Order the list intentionally:
    • start with orientation
    • move to strongest methods
    • finish with edges, critiques, or adjacent work
  8. Write the final list as a durable markdown artifact in outputs/.
  9. 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