real-world-effect

Category: Research & Analysis | Uploader: jeremyosih | Downloads: 0 | Version: v1.0（Latest）

Set up the Real World Effect repository or research how production Effect applications solve architectural problems using it. Use when the user wants to install/bootstrap real-world-effect, initialize the repo, or know how other apps handle something, find patterns, or compare approaches. Triggers on "set up real-world-effect", "install real-world-effect", "effect patterns", "how do other effect apps", "real world effect", "research how apps do".

Changelog: Source: GitHub https://github.com/jeremyosih/real-world-effect

Directory Structure

Current level: skills/real-world-effect/

📄 metadata.json 489 B
📄 SKILL.md 2.3 KB

SKILL.md

---
name: real-world-effect
description: Set up the Real World Effect repository or research how production Effect applications solve architectural problems using it. Use when the user wants to install/bootstrap real-world-effect, initialize the repo, or know how other apps handle something, find patterns, or compare approaches. Triggers on "set up real-world-effect", "install real-world-effect", "effect patterns", "how do other effect apps", "real world effect", "research how apps do".
---

# Effect Setup And Research

## What This Is

The **Real World Effect** repository is a collection of real-world Effect
application source code across multiple versions of the ecosystem. The `apps/`
directory contains the full source of each app — packages, runtimes, layers,
schemas, services, workflows, and supporting infrastructure.

## Setup Mode

If the user asks to set up or install `real-world-effect`, first look for the
repo in the current working directory, then `~/Developer/real-world-effect`,
then `~/src/real-world-effect`.

If it is not present, ask the user where they want it cloned. If they do not
care, suggest `~/Developer/real-world-effect` as the default.

Once the target path is clear:

- Clone `https://github.com/jeremyosih/real-world-effect.git`
- Run `bin/setup`
- Run `bin/status`

After setup, tell the user where the repo was installed and whether any
apps are currently configured.

## Locating the Repository

Look for a directory called `real-world-effect` with an `apps/` subdirectory.
Check the current working directory first, then `~/Developer/real-world-effect`,
then `~/src/real-world-effect`. If not found, ask the user where it lives.

## What To Do

The user gives you a topic. Spin up parallel agents to search the apps for
how real codebases implement that pattern. Read actual code — package
manifests, runtime setup, Layer composition, services, tags, Schema usage,
HTTP clients, workflows, tests, deployment code — not just file names.
Synthesize what you find into a clear analysis.

If the user's wording suggests they want help choosing a pattern for their
current project (words like "compare for us", "which fits best",
"adversarial", "debate", "evaluate for our project"), also spin up adversarial
agents that each argue for a different pattern in the context of the current
project's architecture and goals.

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real-world-effect

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