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Effect Schema

Checked
thebushidocollective·vlatest·database

Predicts and visualizes potential consequences of actions within a simulated environment to inform strategic decision-making.

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-schema -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-schema/SKILL.md
Scanned
1 file, 526 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 AI agents to define and utilize structured "effect schemas." These schemas describe the expected outcomes of actions, including parameters and potential values. This enables more predictable agent behavior and facilitates integration with external systems that rely on consistent action results. The effect schema provides a blueprint for what an action should do.

When to use it

  • Automating complex tasks: Define schemas for actions like "send email" or "book appointment" ensuring all necessary parameters are included and the outcome is predictable.
  • Integrating with APIs: Create schemas that map agent actions to specific API calls, defining expected request formats and response structures.
  • Building reactive systems: Use effect schemas to trigger downstream processes based on the successful completion of an action and its resulting data.
  • Improving agent reliability: Enforce consistent action execution by requiring adherence to predefined effect schemas.

Key capabilities

  • Definition of structured effect schemas.
  • Parameter specification within schemas (name, type, values).
  • Expected outcome definition for actions.
  • Integration with external systems based on schema compliance.

Example prompts

  • "Define an effect schema for 'order pizza' including parameters like size, toppings, and delivery address."
  • "Create a schema that maps the 'create invoice' action to the accounting API."
  • “Show me all defined effect schemas.”

Tips & gotchas

The effectiveness of this skill relies on accurate and comprehensive schema definitions. Incomplete or incorrect schemas can lead to unexpected agent behavior or integration failures.