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 agentmods add skills/ag0os/rails-dev-plugin/rails-model-patternsnpx skills add ag0os/rails-dev-plugin --skill rails-model-patternsgit clone --depth 1 https://github.com/ag0os/rails-dev-pluginWhat 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 | $0.00070 | $0.01104 |
| Opus 5 | $0.00035 | $0.00552 |
| Sonnet 5 | $0.00014 | $0.00221 |
| Haiku 4.5 | $0.00007 | $0.00110 |
Grade A, and why
rails-model-patterns 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 2d 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 — 107 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Rails Model Patterns
Analyze and recommend ActiveRecord model patterns for well-structured Rails applications.
Resolve the axis first
Where a model's domain logic and side effects belong forks on Axis A — logic placement:
- If the axes are resolved this session, use them.
- Otherwise resolve via
rails-stack-profiles(Axis A —nativeorextracted). - Then read the matching decomposition guide:
native→ decomposition.native.mdextracted→ decomposition.extracted.md
Default to native if the axis cannot be resolved. Everything else in this file is invariant.
Supporting Documentation
- associations.md - Association decision guidance and advanced patterns
- validations.md - Validation strategy and custom validators
- migrations.md - Safe migration practices for production
- value-objects.md - Value object and Struct/Data patterns
- decomposition.native.md / decomposition.extracted.md - where domain logic and side effects go, per Axis A
Core Principles
- Organize by convention: Constants, associations, validations, scopes, callbacks, class methods, instance methods
- Database-backed integrity: Always pair ActiveRecord validations with database constraints (unique index, NOT NULL, check constraints)
- Associations always have
:dependent: Prevent orphaned records - Use
:inverse_of: Ensure bidirectional association consistency - Callbacks: Posture depends on Axis A — read the decomposition guide above. Universally: a callback is for one predictable effect, never multi-step orchestration.
Model Structure Template
Follow standard Rails model organization. Key ordering: constants, associations, validations, scopes, callbacks, class methods, instance methods, private methods. Generate standard ActiveRecord associations, validations, and scopes following Rails conventions.
What ships with it
6 files 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.
- 2d ago First seen · 107 lines · 70 tokens per session scan A 43c2bb3e113e
rails-model-patterns is a skill published in the GitHub repository ag0os/rails-dev-plugin (5 stars, last pushed 3mo ago), licensed MIT. It adds 70 tokens to every session and 1,104 once invoked, about $0.0003 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 2026-08-31.
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