51 lines
1.4 KiB
Markdown
51 lines
1.4 KiB
Markdown
---
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name: reading-list
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description: Use this when the user wants a curated reading sequence, paper shortlist, or tiered set of papers for learning or project onboarding.
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---
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# Reading List
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## When To Use
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Use this skill for:
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- getting up to speed on a topic
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- onboarding into a research area
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- choosing which papers to read first
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- constructing a project-specific reading order
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## Procedure
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1. Start with `alpha_search` in `all` mode.
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2. Inspect the strongest candidates with `alpha_get_paper`.
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3. Use `alpha_ask_paper` for fit questions like:
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- what problem does this really solve
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- what assumptions does it rely on
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- what prior work does it build on
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4. Classify papers into roles:
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- foundational
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- key recent advances
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- evaluation or benchmark references
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- critiques or limitations
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- likely replication targets
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5. Order the list intentionally:
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- start with orientation
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- move to strongest methods
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- finish with edges, critiques, or adjacent work
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6. Write the final list as a durable markdown artifact in `outputs/`.
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7. For every paper, include a direct URL.
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## Pitfalls
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- Do not sort purely by citations.
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- Do not over-index on recency when fundamentals matter.
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- Do not include papers you have not inspected at all.
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## Deliverable
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For each paper include:
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- title
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- year
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- why it matters
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- when to read it in the sequence
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- one caveat or limitation
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