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 | $0.00023 | $0.00420 |
| Sonnet 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 8d 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.
- 8d 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 (2 stars, last pushed 2mo ago), licensed MIT. It adds 47 tokens to every session and 841 once invoked, about $0.0002 per session on Opus 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.
Other skills, from other repositories
search-math-results
Find program-conditioned math results, constructions, examples, counterexamples, analogies, and background references. Use when the current active program needs repair, mutation, analogy, a program shift, or carefully gated obstruction search.
check-referenced-statements
Validate externally referenced theorems by querying arXiv theorem search first and Codex's built-in web search second. Use when a markdown proof cites statements from external papers.
verify-sequential-statements
Verify a markdown proof in the order it is written. Use when the task is to check local correctness, theorem applicability, and reasoning gaps statement by statement through a paper-style proof.
construct-counterexamples
Construct candidate counterexamples to test a proposed conjecture, lemma, or intermediate claim by keeping the assumptions true while making the claimed conclusion fail. Use when a proposed conjecture/claim feels fragile or unproved, or when you are stuck in reasoning and want to see where the assumptions take effect…
obtain-immediate-conclusions
Derive immediate mathematical consequences from a theorem statement or subgoal. Use when starting a new problem, branch, or subgoal, or when cheap progress or a cleaner reformulation is needed before deeper proof search.
propose-subgoal-decomposition-plans
Propose multiple subgoal decomposition plans for the current theorem using the information already gathered. Use when enough information has been collected from examples, counterexamples, search results, and previous failures to break the problem into several materially different plans.