| name | eda-paper-fetch |
| description | Fetch primary-source paper metadata when evidence is missing or weak for EDA/model/flow claims. Use for requests like building reproducible paper candidate lists, generating user-download queues, and recording citation metadata for local validation. |
EDA Paper Fetch
Overview
Use this skill to produce evidence-backed paper sets, not ad-hoc links. Always output a local manifest and evidence note.
Workflow
- Define scope and constraints.
- topic and claim to support/refute,
- date window and venue preference,
- target count (default: 5-15 papers).
- Search primary sources first.
- Load
references/source-priority.md.
- Prefer official sources (publisher/arXiv/OpenReview/DOI landing pages).
- Do not claim availability without opening source pages.
- Triage and score.
- Keep only papers relevant to the exact claim.
- Record reason for inclusion/exclusion using
references/triage-template.md.
- Generate user-download queue instead of auto-download.
- Write
docs/papers/queues/<topic_slug>.download_queue.tsv.
- Include columns:
paper_id, title, url, doi_or_arxiv, preferred_source, access_type(open/paywalled).
- User manually downloads PDFs to
docs/papers/pdf/ using filename:
<year>_<first_author>_<short_title>.pdf.
- Produce manifest and summary.
- Write
docs/papers/manifests/<topic_slug>.paper_manifest.tsv.
- Write
docs/papers/manifests/<topic_slug>.paper_manifest.md.
- Include fields:
paper_id, title, authors, venue, year, url, doi_or_arxiv, local_pdf_path, relevance_note, status(todo/downloaded/summarized).
Output Contract
Always return:
- local manifest path,
- local download queue path,
- unresolved paywalled items,
- one-paragraph evidence fitness assessment.
References
Read only when needed:
references/source-priority.md
references/triage-template.md