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Integrity Validation

Checked
bejranonda·vlatest·data

Verifies data source integrity and flags inconsistencies using advanced statistical analysis and provenance tracking.

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 bejranonda/llm-autonomous-agent-plugin-for-claude --skill integrity-validation -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

bejranonda

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 bejranonda/llm-autonomous-agent-plugin-for-claude at d7c47f644e.

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

Commit
d7c47f644e
Manifest
skills/integrity-validation/SKILL.md
Scanned
1 file, 190 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

The integrity-validation skill assesses the consistency and accuracy of data by comparing different sources or versions. It can identify discrepancies, errors, or malicious modifications within datasets. This ensures that information used for decision-making is reliable and trustworthy.

When to use it

  • Data Migration: Verify that a dataset transferred from one system to another has been copied correctly without any loss or corruption.
  • Content Moderation: Check user-generated content against established guidelines to identify potentially harmful or inappropriate material.
  • Security Audits: Validate the integrity of log files and other security records to detect unauthorized access or tampering.
  • Financial Transactions: Confirm that transaction details match across different systems to prevent fraud and errors.

Key capabilities

  • Data comparison
  • Error detection
  • Discrepancy identification
  • Malicious modification detection

Example prompts

  • "Compare these two versions of the sales report and highlight any differences."
  • "Verify that this customer record matches the information in our database."
  • "Check the integrity of this log file for signs of unauthorized access."

Tips & gotchas

The skill's effectiveness depends on having reliable reference data or sources to compare against. Ensure the comparison criteria are clearly defined to avoid false positives or missed errors.