| name | search-paper |
| description | Find papers, download PDFs, traverse citation graphs, and resolve publication venues across arXiv, IACR ePrint, Semantic Scholar, DBLP, and OpenAlex. Use when you need to find papers, trace citations, or determine where a paper was published. |
| user-invocable | true |
| argument-hint | <query> [--source arxiv|iacr] [--max-results N] |
| license | Apache-2.0 |
| compatibility | Requires python3 with arxiv, requests, beautifulsoup4 packages and internet access for arXiv, IACR ePrint, Semantic Scholar, DBLP, OpenAlex. |
Search Paper
A single skill that wraps five platform drivers — two preprint archives (arXiv, IACR ePrint) and three metadata services (Semantic Scholar, DBLP, OpenAlex). The SKILL.md itself acts as the orchestrator: each script does one thing per platform, and the agent chains them.
Usage
Invoke this skill by name. On slash-command hosts: /search-paper "<query>".
search-paper "post-quantum threshold signatures" --source iacr --max-results 15
Scripts
Run via Bash. All scripts emit JSON on stdout.
arxiv.py — arXiv preprint server
python3 arxiv.py search "BFT consensus communication complexity" --max-results 10 --categories cs.CR,cs.DC
python3 arxiv.py recent "threshold signatures" --max-results 10 --categories cs.CR
python3 arxiv.py download 2305.12345 --output-dir reaper-workspace/papers/
python3 arxiv.py journal-ref 2305.12345
search — array of {arxiv_id, title, authors, year, abstract, categories, pdf_url, published, journal_ref} sorted by relevance.recent — same fields, sorted by submission date (newest first). Requires a query and/or --categories.download — saves PDF, returns {path, title}.journal-ref — author-supplied venue (sparse but authoritative when present).
iacr.py — IACR ePrint archive
python3 iacr.py search "threshold signatures" --max-results 10
python3 iacr.py recent --max-results 10
python3 iacr.py download 2024/1234 --output-dir reaper-workspace/papers/
python3 iacr.py url 2024/1234
python3 iacr.py pubinfo 2024/1234
search — array of {eprint_id, title, authors, year, abstract, publication_info, venue, pdf_url, url}. Top 5 results are enriched with metadata from the paper page (including publication_info).recent — most-recently-posted ePrint papers.download / url — PDF download and URL resolution.pubinfo — scrapes the "Publication info" line from the paper page (e.g. "A major revision of CRYPTO 2023") and best-effort parses out the venue acronym + year.
semantic_scholar.py — Semantic Scholar metadata
python3 semantic_scholar.py venue --arxiv 2305.12345
python3 semantic_scholar.py venue --title "HotStuff: BFT Consensus in the Lens of Blockchain"
python3 semantic_scholar.py citations 2305.12345 --max-results 20
venue — looks up the publication venue by arXiv ID (preferred when available — exact match) or by title (fuzzy match via /paper/search/match). Returns {found, venue, venue_full, venue_type, year, title, authors}.citations — forward (who cites this) + backward (what this builds on) citations. Each entry includes venue when known.
dblp.py — DBLP (CS-focused)
python3 dblp.py venue "HotStuff: BFT Consensus" --author "Yin"
venue — title (+ optional author surname) lookup. DBLP is authoritative for CS conference and journal venues.
openalex.py — OpenAlex (broad coverage)
python3 openalex.py venue "HotStuff: BFT Consensus in the Lens of Blockchain"
venue — title-based lookup. Use when DBLP doesn't cover the venue (non-CS, niche workshops, books).
Role
- Standalone: Invoked directly by the user to search for papers, trace citations, or resolve a venue.
- Building block: Called by
/review-literature and /investigate for structured paper search and venue resolution.
Instructions
When invoked directly:
- Parse the user's query and any flags from the argument.
- Pick the right script(s):
- Crypto/security topic → run
iacr.py search AND arxiv.py search --categories cs.CR.
- General CS topic → run
arxiv.py search with appropriate categories.
- Citation context →
semantic_scholar.py citations <arxiv_id>.
- Venue resolution → follow the Venue Resolution Protocol below.
- Format paper results as a readable table:
| # | Title | Authors | Year | Venue | ID | Link |
|---|-------|---------|------|-------|----|------|
| 1 | ... | ... | ... | ... | arXiv:XXXX.XXXXX | [arXiv](https://arxiv.org/abs/XXXX.XXXXX) |
- For each highly relevant result, show the abstract excerpt.
Venue Resolution Protocol
A paper's archive ID (arXiv, ePrint) is not its publication venue. Resolve the actual venue (CRYPTO, S&P, PODC, …) for every paper that goes into a literature review or report references section. Run the layers in order and stop at the first success:
Layer 1 — Semantic Scholar (cheapest, highest hit-rate)
python3 semantic_scholar.py venue --arxiv <arxiv_id>
python3 semantic_scholar.py venue --title "<exact title>"
If found: true and venue is non-empty → done. Record source = "semantic_scholar".
Layer 2 — Author-supplied field on the source archive
Authors sometimes mark the venue on their own preprint:
python3 arxiv.py journal-ref <arxiv_id>
python3 iacr.py pubinfo <eprint_id>
If a non-empty journal_ref / publication_info is returned → done. Record source = "arxiv_journal_ref" or "iacr_pubinfo".
Layer 3 — DBLP (CS-authoritative title+author search)
python3 dblp.py venue "<title>" --author "<first author surname>"
If found: true → done. Record source = "dblp".
Layer 4 — OpenAlex (broad coverage)
python3 openalex.py venue "<title>"
If found: true → done. Record source = "openalex".
Layer 5 — Preprint-only label
If all four layers fail, label the entry (preprint) rather than silently omitting. Do not guess a venue from the topic or author affiliation — an unverified guess is worse than an honest "preprint only".
Notes
- Layers 1 + 2 cover ~80% of papers at near-zero cost. Add layers 3 + 4 only when needed.
- Cache results in your workspace notes — don't re-resolve the same paper across cycles.
- When two sources disagree, prefer the higher-tier source name (Semantic Scholar's
publicationVenue.name over DBLP's terse acronym, etc.). Record both if confidence is low.
Quality Criteria
- Search returns results (graceful error message if API is down or script fails)
- Results are formatted as a readable table with abstract excerpts for top hits
- For literature reviews and synthesized reports, every cited paper has a resolved venue or an explicit
(preprint) label — no entry shows only an arXiv/ePrint ID where a venue is expected
- If a script fails (missing deps, network error), report the error to the caller and continue with other layers
Dependencies
pip install arxiv requests beautifulsoup4
