Borrowing it
Nothing to install: this file belongs to FilippoScaramuzza/agentic-reviewer. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/FilippoScaramuzza/agentic-reviewer/main/.cursor/skills/explore-recent-papers/SKILL.mdgit clone --depth 1 https://github.com/FilippoScaramuzza/agentic-reviewerWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/filipposcaramuzza/agentic-reviewer/explore-recent-papers)<a href="https://agentmods.dev/skills/filipposcaramuzza/agentic-reviewer/explore-recent-papers"><img src="https://agentmods.dev/badge/skills/filipposcaramuzza/agentic-reviewer/explore-recent-papers/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/filipposcaramuzza/agentic-reviewer/explore-recent-papers"><img src="https://agentmods.dev/badge/skills/filipposcaramuzza/agentic-reviewer/explore-recent-papers.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00047 | $0.00841 |
| Opus 5.5 | $0.00019 | $0.00336 |
| Sonnet 5.5 | $0.00009 | $0.00168 |
| Haiku 4.5 | $0.00005 | $0.00084 |
Grade A, and why
explore-recent-papers scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
curl -L -o "context/<journal-slug>/recent-papers/<slugified-title>.pdf" "<pdf-url>" How it starts
The opening of the file, as written. The whole thing — 106 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Explore Recent Papers
Download and analyze the full text of up to 20 recent publications from the target journal/conference. Read the complete papers — not just abstracts.
Search Strategy
Finding Recent Papers
- Search arxiv for recent papers matching the journal name or conference proceedings
- Search PubMed Central (open access) for biomedical journals
- Search Semantic Scholar for papers with open-access PDFs
- Search Google Scholar for the journal's recent publications
- Check the journal's website for recent issue tables of contents
For each paper found, collect: title, authors, year, DOI, and PDF URL.
Priority Order for Full-Text Access
- arxiv preprint —
https://arxiv.org/pdf/<arxiv-id>.pdf - bioRxiv / medRxiv preprint
- PubMed Central
- Author's institutional page
- Semantic Scholar — links to open-access PDFs
If no full text is available after all attempts, fall back to abstract-only analysis for that paper.
Download Process
Create Paper Directory
mkdir -p "context/<journal-slug>/recent-papers"
Download PDFs
curl -L -o "context/<journal-slug>/recent-papers/<slugified-title>.pdf" "<pdf-url>"
Use a slugified version of the paper title (lowercase, hyphens, remove special characters) for filenames.
Convert PDFs to Markdown
markitdown "context/<journal-slug>/recent-papers/<slugified-title>.pdf" > "context/<journal-slug>/recent-papers/<slugified-title>.md"
After conversion, read the full Markdown text of each paper.
Verify Downloads
After downloading, verify each file:
ls -la "context/<journal-slug>/recent-papers/"
Check that files are not empty and have reasonable sizes (> 10KB for full papers).
Analysis Methodology
What to Extract from Full Papers
After reading the full text of each paper, analyze:
Topics & Themes
- What subjects are currently popular?
- What emerging trends exist?
- Which research gaps are being addressed?
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2mo ago First seen · 106 lines · 47 tokens per session scan A 3f663d03c38c
explore-recent-papers is a skill published in the GitHub repository FilippoScaramuzza/agentic-reviewer (3 stars, last pushed 4mo ago), licensed MIT. It adds 47 tokens to every session and 841 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
explore-recent-papers compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| explore-recent-papersFilippoScaramuzza/agentic-reviewer | Skill | 3 | 4mo ago | MIT | A | 47 | Claude Code, Cursor |
| acdemic-drawingpoco-ai/Agentero | Skill | 1.1k | today | MIT | A | 30 | Claude Code, Codex |
| paper-verificationfcakyon/phd-skills | Skill | 438 | 26d ago | MIT | A | 67 | Claude Code |
| experiment-designfcakyon/phd-skills | Skill | 438 | 26d ago | MIT | A | 57 | Claude Code |
| paper-writingfcakyon/phd-skills | Skill | 438 | 26d ago | MIT | A | 63 | Claude Code |
| reproducefcakyon/phd-skills | Skill | 438 | 26d ago | MIT | A | 75 | Claude Code |
| personal-genomicssammcj/agentic-coding | Skill | 168 | 2d ago | Apache-2.0 | A | 56 | Claude Code |