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Effect Testing

Checked
thebushidocollective·vlatest·testing

Simulates actions & analyzes outcomes to validate AI behavior and predict real-world effects before deployment.

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 thebushidocollective/han --skill effect-testing -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

thebushidocollective

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 thebushidocollective/han at 19caa51d5f.

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

Commit
19caa51d5f
Manifest
plugins/frameworks/effect/skills/effect-testing/SKILL.md
Scanned
1 file, 581 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 allows an AI agent to systematically test the effects of actions or changes within a simulated environment. It can evaluate outcomes, measure performance metrics, and identify potential issues resulting from modifications. The primary goal is to provide data-driven insights into the impact of various interventions before real-world implementation.

When to use it

  • Simulating User Interactions: Test how different UI elements or prompts affect user engagement in a prototype application.
  • Evaluating Algorithm Changes: Assess the performance and stability of updated algorithms within a controlled environment.
  • Predicting System Behavior: Determine the impact of infrastructure changes on system latency and resource utilization.
  • Debugging Complex Systems: Isolate and diagnose issues by systematically testing individual components or interactions.

Key capabilities

  • Simulated Environment Interaction
  • Outcome Evaluation
  • Performance Metric Measurement
  • Issue Identification

Example prompts

  • "Test the effect of increasing the discount rate from 10% to 15% on sales volume."
  • "Run a simulation with 100 users interacting with the new onboarding flow and report any drop-off points."
  • "Evaluate the impact of upgrading the database server to version X on query response times."

Tips & gotchas

The skill requires a properly configured simulated environment. Ensure this environment accurately reflects the system or process being tested for reliable results.