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 bobmatnyc/claude-mpm-skills --skill ecto-patternsgit clone --depth 1 https://github.com/bobmatnyc/claude-mpm-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/bobmatnyc/claude-mpm-skills/ecto-patterns)<a href="https://agentmods.dev/skills/bobmatnyc/claude-mpm-skills/ecto-patterns"><img src="https://agentmods.dev/badge/skills/bobmatnyc/claude-mpm-skills/ecto-patterns/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/bobmatnyc/claude-mpm-skills/ecto-patterns"><img src="https://agentmods.dev/badge/skills/bobmatnyc/claude-mpm-skills/ecto-patterns.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00045 | $0.01668 |
| Opus 5 | $0.00023 | $0.00834 |
| Sonnet 5 | $0.00009 | $0.00334 |
| Haiku 4.5 | $0.00005 | $0.00167 |
Grade A, and why
ecto-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 10d 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 — 185 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Ecto Patterns for Phoenix/Elixir
Ecto is the data layer for Phoenix applications: schemas, changesets, queries, migrations, and transactions. Good Ecto practice keeps domain logic in contexts, enforces constraints in the database, and uses transactions for multi-step workflows.
Schemas and Changesets
defmodule MyApp.Accounts.User do
use Ecto.Schema
import Ecto.Changeset
schema "users" do
field :email, :string
field :hashed_password, :string
field :confirmed_at, :naive_datetime
has_many :memberships, MyApp.Orgs.Membership
timestamps()
end
def registration_changeset(user, attrs) do
user
|> cast(attrs, [:email, :password])
|> validate_required([:email, :password])
|> validate_format(:email, ~r/@/)
|> validate_length(:password, min: 12)
|> unique_constraint(:email)
|> hash_password()
end
defp hash_password(%{valid?: true} = cs),
do: put_change(cs, :hashed_password, Argon2.hash_pwd_salt(get_change(cs, :password)))
defp hash_password(cs), do: cs
end
Guidelines
- Keep casting/validation in changesets; keep business logic in contexts.
- Always pair validation with DB constraints (
unique_constraint,foreign_key_constraint). - Use
changeset/2for updates; avoid mass assigning without casting.
Migrations
def change do
create table(:users) do
add :email, :citext, null: false
add :hashed_password, :string, null: false
add :confirmed_at, :naive_datetime
timestamps()
end
create unique_index(:users, [:email])
end
Safe migration tips
- Prefer additive changes: add columns nullable, backfill, then enforce null: false.
- For large tables: use
concurrently: truefor indexes; disable inchangeand wrap inup/downfor Postgres. - Data migrations belong in separate modules called from
mix ecto.migrateviaexecute/1or in distinct scripts; ensure idempotence. - Coordinate locks: avoid long transactions; break migrations into small steps.
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.
- 10d ago First seen · 185 lines · 45 tokens per session scan A 028aefd97546
ecto-patterns is a skill published in the GitHub repository bobmatnyc/claude-mpm-skills (74 stars, last pushed 1mo ago), licensed MIT. It adds 45 tokens to every session and 1,668 once invoked, about $0.0002 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
event-store-design
Design and implement event stores for event-sourced systems. Use when building event sourcing infrastructure, choosing event store technologies, or implementing event persistence patterns.
convex-explain-app
Explain an existing Convex app — data model + relationships, public vs internal functions, auth/ownership model, components, a request→data flow — read from the schema and function surface. Read-only.
platform-custom-field-generate
Use this skill when users need to create, generate, or validate Salesforce Custom Field metadata. Trigger when users mention custom fields, field types, Roll-up Summary fields, Master-Detail relationships, Lookup relationships, formula fields, picklists, dependent (controlling) picklists, referencing a value set from…
field-service-sobject-create-configure
Headless 360 REST API deployment step for creating sObject records. Handles describe-based field discovery, required-field derivation, entity-relationship ordering, and composite graph transactions. Use this skill when a designer skill (or a user directly) needs to create sObject records after design confirmation…
openloomi-api
OpenLoomi ships a local-first HTTP API served from the desktop app (port 3414, fallback 3515). All auth, Memory, AI, RAG, Loop, and Audit data live in a local SQLite database — your data stays on your machine and the OpenLoomi app is the source of truth. The only externally-routed auth path is the Composio OAuth…
nornicdb-grpc
Drive NornicDB over gRPC — the Qdrant-compatible surface (Collections, Points, Snapshots) plus the additive NornicSearch service. Use when ingesting via Qdrant SDKs, migrating from Qdrant, or running hybrid text+vector search from a non-Bolt client. Covers connection, RPC catalog, collection→database mapping…