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Researchers Security

Checked
bitwize-music-studio·vlatest·security·CC0-1.0

Identifies and mitigates potential cybersecurity vulnerabilities in research data and workflows using advanced analysis techniques.

Repository

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 bitwize-music-studio/claude-ai-music-skills --skill researchers-security -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

bitwize-music-studio

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 passed all 6 checks. We read its files at one commit and looked for the things that make a skill dangerous to run — not for whether it works.

  • 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 undeclared network calls: passed

    Makes no network calls.

    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.

  • 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 credential access: passed

    Reads no keys, tokens, keychains or credential files.

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

  • 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 bitwize-music-studio/claude-ai-music-skills at 58f32c25b9.

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

Commit
58f32c25b9
Manifest
skills/researchers-security/SKILL.md
Scanned
2 files, 481 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

What it does

This skill enables AI agents to conduct security research, analyze potential vulnerabilities, and generate reports on findings. It can identify common attack vectors, assess the risk associated with specific technologies, and provide recommendations for mitigation strategies. The agent leverages publicly available data and known vulnerability databases to inform its analysis.

When to use it

  • Vulnerability Assessment: Before deploying a new application or system, use this skill to proactively identify potential security weaknesses.
  • Threat Intelligence Gathering: Stay informed about emerging threats and vulnerabilities impacting your industry or specific technologies.
  • Security Report Generation: Quickly generate concise reports summarizing the findings of a security analysis for stakeholders.
  • Attack Vector Identification: Determine possible attack paths an adversary might take to compromise a system.

Key capabilities

  • Vulnerability identification
  • Risk assessment
  • Report generation
  • Threat intelligence gathering
  • Attack vector analysis

Example prompts

  • "Analyze the security risks associated with using open-source library 'X'."
  • "Generate a report on recent vulnerabilities affecting web servers running Apache."
  • "What are common attack vectors for exploiting SQL injection flaws?"
  • “Identify potential vulnerabilities in our new mobile application.”

Tips & gotchas

The skill's effectiveness depends on the availability of up-to-date vulnerability data. Results should always be reviewed and validated by a qualified security professional.