Home / nahid-sparktales / agent-dispatcher · skills/database/schema-design/SKILL.md · GitHub

schema-design skillA

schema-design is agent-read markdown (skill) from nahid-sparktales/agent-dispatcher: Turn what a system must guarantee into tables, keys and constraints — normalization judgement, nullability, foreign key behaviour, and naming that survives. Use when designing new tables, reviewing ORM models or a migration's DDL, or when a bug reduces to "the database allowed a row that should be impossible". Not for tuning a slow query, not for engine-specific syntax and features, and not for writing or running the migration that ships the change..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

What the file says

# Schema design

The schema is the last place a rule is still enforced. Application code, a background job, a psql
session and next year's import script all write to the same tables; only the constraints apply to
all of them.

## When this fires

Designing new tables, adding columns to existing ones, reviewing ORM models or DDL in a migration,
or when a defect traces back to the data model permitting an impossible state. It does not fire
for a query that is merely slow — that is a plan problem, not a modelling one.

## Procedure

1. **Read the existing schema before proposing anything.** Get the real DDL, constraints and
   indexes for the tables involved — `\d+` in psql, `information_schema`, or the migration files
   if that is all the access you have. Note the conventions already in use: plural or singular
   table names, key style, timestamp columns. You are joining a schema, not starting one.
2. **Write each invariant as one sentence.** "An order belongs to exactly one customer." "A
   subscription has at most one active period at a time." "An email identifies at most one
   account." Derive these from behaviour and from what breaks when they are violated, not from the
…

Read the whole file at its exact version.

How to install

Latest version
mdr add nahid-sparktales/agent-dispatcher/schema-design@git:20260919.a0d4f55
Exact content
mdr add nahid-sparktales/agent-dispatcher/schema-design@sha256:0dd675a6e2f031ba

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

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Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (7357 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

nahid-sparktales/agent-dispatcher · 49 stars · license MIT · pushed 2026-09-23 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_lkpwrhdoigrrhfpo
GET https://markdownregistry.com/api/v1/resolve?ref=nahid-sparktales/agent-dispatcher/schema-design
GET https://markdownregistry.com/api/v1/blob/0dd675a6e2f031ba8fd943040eb547a8ff3f4c2399a79da17803d86fdd558fbb

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