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Paper Navigator

Listed
evoscientist·vlatest·other

Paper Navigator — provides AI agent assistance for software development workflows.

Install on your platform

Showing Claude Code. One command installs this skill into any of the agents below.

  1. 1

    Run this in your project

    terminal
    $ npx skills add evoscientist/evoskills --skill paper-navigator -a claude-code
  2. Uses the open-source skills CLI and needs Node.js. Add -g to install it for your user instead of this project.

What we know about this skill

Publisher

evoscientist

Taken from the source listing. We haven't verified who controls this account.

Install target

Live repository

Not pinned. Installing fetches whatever the repository holds at the time you run the command.

No human has reviewed this code. The checks below are a static scan of the files at one commit — nobody has run this skill or judged whether it works. A skill runs with whatever access you give your agent, so read the source before you install it.

Automated safety checks

scanned

This skill failed 2 of 6 checks. A failure is not proof of bad intent; it means something in the code needs a human to look at it before you run it.

  • No undeclared network calls: failed

    Contacts 8 hosts that are neither well-known infrastructure nor declared in the skill's frontmatter: api.openalex.org, api.semanticscholar.org, api.unpaywall.org, arxiv.org, doi.org….

    Every host the skill dials — from its scripts, its config endpoints or the commands it tells the agent to run — is either well-known package and API infrastructure or declared in its own frontmatter. Links in documentation are not counted.

    Hosts contacted

    github.comsource hostarxiv.orgundeclaredhuggingface.comodel providerapi.unpaywall.orgundeclareddoi.orgundeclaredapi.semanticscholar.orgundeclaredapi.github.comsource hostr.jina.aiundeclaredmarkxiv.comundeclaredapi.cohere.commodel provideropenrouter.aimodel providerexport.arxiv.orgundeclaredapi.openalex.orgundeclared

    What it found (3 of 21)

    • skills/paper-navigator/scripts/arxiv_monitor.py:37contacts arxiv.org
      f"https://arxiv.org/pdf/{arxiv_id}" if arxiv_id else ""
    • skills/paper-navigator/scripts/download_paper.py:62contacts arxiv.org
      return f"https://arxiv.org/pdf/{arxiv_id}.pdf", arxiv_id
    • skills/paper-navigator/scripts/fetch_paper.py:103contacts arxiv.org
      url = f"https://arxiv.org/abs/{arxiv_id}"
  • No credential access: failed

    Touches credential material in 3 places.

    Neither the code nor the SKILL.md instructions read SSH keys, cloud credentials, keychains, token stores, browser cookie databases or dotfiles that hold secrets.

    What it found

    • skills/paper-navigator/scripts/deepxiv_client.py:9environment file outside the project
      the environment first, then from ``./.env`` and ``~/.env`` — the same files the
    • skills/paper-navigator/scripts/deepxiv_client.py:64environment file outside the project
      the same keys in ``./.env`` and ``~/.env`` (written by ``deepxiv config`` /
    • skills/paper-navigator/SKILL.md:38instructs the agent to access environment file outside the project(in the instructions, not code)
      | `DEEPXIV_API_TOKEN` | `arxiv_monitor`, `scholar_search` fallback | Get a free token: `deepxiv token` (writes `~/.env`). Also read from `DEEPXIV_TOKEN` and `.…
  • Declares what it does: passed

    SKILL.md parses and declares a name and a description.

    SKILL.md exists, its frontmatter parses, and it declares a name and a description.

  • No obfuscated payloads: passed

    No encoded or obfuscated payloads.

    No base64, hex or compressed blob is decoded and then executed, and no encoded shell commands.

  • No pipe-to-shell installers: passed

    No pipe-to-shell or download-and-run installers.

    No `curl … | sh` pattern, in the code or in the instructions, that runs code fetched at run time.

  • Pinned to a commit: passed

    Scanned evoscientist/evoskills at 7dde27cda0.

    The exact upstream commit SHA that was scanned is recorded, so the result refers to specific bytes.

Scanned
30 files, 7,061 lines
This is a static scan, not a review. It reads the skill's files; it does not run them, and it cannot tell you whether the skill is any good or whether the code does what its description says. A skill runs with whatever access you give your agent.
What each check looks for →

About this skill

Paper Navigator — provides AI agent assistance for software development workflows.