Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add sandeepmvl/rails-skills --skill 03-service-objects-vs-fat-modelsgit clone --depth 1 https://github.com/sandeepmvl/rails-skillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/sandeepmvl/rails-skills/03-service-objects-vs-fat-models)<a href="https://agentmods.dev/skills/sandeepmvl/rails-skills/03-service-objects-vs-fat-models"><img src="https://agentmods.dev/badge/skills/sandeepmvl/rails-skills/03-service-objects-vs-fat-models/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/sandeepmvl/rails-skills/03-service-objects-vs-fat-models"><img src="https://agentmods.dev/badge/skills/sandeepmvl/rails-skills/03-service-objects-vs-fat-models.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00113 | $0.04191 |
| Opus 5 | $0.00056 | $0.02096 |
| Sonnet 5 | $0.00023 | $0.00838 |
| Haiku 4.5 | $0.00011 | $0.00419 |
Grade A, and why
service-objects-vs-fat-models scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 468 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Service Objects vs Fat Models
Rails has one of the longest-running community debates over where business logic should live. AI agents reach for service objects on every controller action — over-extracting. Senior Rails devs keep logic on the model until it earns the trip out. This skill encodes the "earn it" criteria.
The opinion (DHH-leaning, with explicit exceptions)
Default: keep logic in the model. Split fat models with
ActiveSupport::Concern. Extract a service object only when (a) the workflow orchestrates 3+ models in one transactional unit, (b) the workflow calls an external API, (c) the workflow has multiple distinct outcomes that callers must branch on, or (d) the workflow has no obvious model home.
Counter-position: at very large team size (20+ engineers) or in domains with heavy procedural business logic (insurance underwriting, multi-step billing, regulated workflows), small-object-per-responsibility scales reading better than fat models. We acknowledge that and recommend it — but only as a deliberate choice, not as the default. The Sandi Metz / "single responsibility" doctrine is real but expensive when applied prematurely.
DHH on this:
"I far prefer
current_account.posts.visible_to(current_user)to involving a third query object.""We have used this approach for about 8 years in the Basecamp code base and been so happy with the result that every subsequent app we've made has followed the same pattern with great results."
Core patterns
Pattern 1: The default — fat model
Before (premature extraction):
# app/services/publish_post_service.rb
class PublishPostService
def initialize(post)
@post = post
end
def call
@post.update(published_at: Time.current, status: "published")
end
end
# controller
PublishPostService.new(@post).call
After (model method):
# app/models/post.rb
class Post < ApplicationRecord
def publish!
update!(published_at: Time.current, status: "published")
end
end
# controller
@post.publish!
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 11d ago First seen · 468 lines · 113 tokens per session scan A a918e54b81d3
service-objects-vs-fat-models is a skill published in the GitHub repository sandeepmvl/rails-skills (21 stars, last pushed 3mo ago), licensed MIT. It adds 113 tokens to every session and 4,191 once invoked, about $0.0006 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other skills, from other repositories
rails-expert
Rails 7+ specialist that optimizes Active Record queries with includes/eagerload, implements Turbo Frames and Turbo Streams for partial page updates, configures Action Cable for WebSocket connections, sets up Sidekiq workers for background job processing, and writes comprehensive RSpec test suites. Use when building…
new
Create a new project to start development quickly.
rails-conventions
Rootstrap Rails conventions. Use when writing, reviewing, or editing any Rails code — controllers, models, migrations, routes, views, mailers, initializers, locale files, or Rails config. Covers routing, ActiveRecord, migrations, i18n, time zones, mailers, assets, Bundler groups, and logging.
ruby-rails
Conventions and best practices for building web applications with Ruby on Rails. Use when scaffolding Rails apps or generators, designing ActiveRecord models and migrations, wiring up Hotwire/Turbo/Stimulus interactivity, setting up background jobs or caching, or writing RSpec/Minitest coverage for Rails code.
ruby-expert
Expert-level Ruby development with Rails, modern features, testing, and best practices. Use when the user mentions Ruby on Rails, RSpec, gem, Sinatra, or metaprogramming, or when the task involves Ruby 3+ Features, Object-Oriented, Functional Features, or Pattern Matching.
rails-dev
Opinionated Rails conventions: rich models, concerns, CRUD-everything, state-as-records, minimal dependencies, Minitest with fixtures. Load this skill BEFORE any code-level thinking, not only before editing a file. It is required the moment a task touches Rails code in ANY way: designing or even just discussing a data…