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X Impact Checker

Checked
tonkotsuboy·vlatest·other·Apache-2.0

The X Impact Checker analyzes text to identify potential negative consequences or unintended effects, aiding in risk assessment and proactive planning.

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 tonkotsuboy/x-impact-checker --skill x-impact-checker -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

tonkotsuboy

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 tonkotsuboy/x-impact-checker at b205571bde.

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

Commit
b205571bde
Manifest
skills/x-impact-checker/SKILL.md
Scanned
2 files, 754 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 X Impact Checker analyzes text content (specifically "X posts") to assess their potential for viral spread and engagement. It uses a proprietary, open-source recommendation algorithm consisting of 19 factors, resulting in a total score out of 100 points. This scoring system helps evaluate the likelihood of user interaction such as replies, retweets, favorites, and quotes. The tool provides insights into how content might perform based on these engagement signals.

When to use it

  • Evaluating the potential impact of social media posts before publishing.
  • Analyzing competitor content to understand what drives engagement.
  • Identifying areas for improvement in existing content strategies.
  • Gauging the likelihood of a post generating discussion or debate.
  • Assessing whether a piece of content is likely to be shared and amplified.

Key capabilities

  • Scoring System: Provides a score out of 100 based on 19 factors related to engagement potential.
  • Tiered Analysis: Categorizes factors into Core Engagement, Extended Engagement, and Relationship Building tiers.
  • Factor Breakdown: Evaluates specific elements like Reply Potential, Retweet Potential, Dwell Time, Profile Click, and Follow Potential.
  • Scoring Guide: Offers a detailed guide for assigning points to each factor based on content characteristics.

Example prompts

  • "Analyze this X post: [paste text of X post here] and tell me its impact score."
  • "What is the Reply Potential score for this text? [paste text]"
  • “Assess the viral potential of this content, breaking down each tier: [paste text]."

Tips & gotchas

  • The skill specifically analyzes "X posts," so ensure the input text aligns with that format.
  • The scoring system is based on a proprietary algorithm and may not perfectly reflect actual performance.
  • Consider the context of the X post when interpreting the results – factors like current events or audience demographics can influence engagement.