database-design SKILL.md skillA

database-design from hybridlabor-api/bdb-dev-optimized-agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add hybridlabor-api/bdb-dev-optimized-agent-skills/database-design@git:20261020.bfd01fa

Pins git:20261020.bfd01fa in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
hybridlabor-api/bdb-dev-optimized-agent-skills
Path
skills/global_config/database-design/SKILL.md
Versions recorded
3
Latest version
git:20261020.bfd01fa, committed Oct 20, 2026
First version recorded
Jul 27, 2026
Size
2,534 bytes
Repository stars
7
License
Apache-2.0

Database design principles and decision-making. Schema design, indexing strategy, ORM selection, serverless databases.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Database Design

> **Learn to THINK, not copy SQL patterns.**

## Plan first

A schema or service move starts from the `migration` template — safe cutover and a way back:

```bash
aos-plan-canvas new migration <plan-dir>                     # scaffold the plan folder
aos-plan-canvas open <plan-dir> --mode bdb-plan-builder  # render and open in the browser
aos-plan-canvas await <plan-dir>/plan.mdx                # keep listening until the verdict
```

On `approve`, `aos-plan-canvas trail <plan-dir>` derives the agenttrail map. The full loop: the `plan-canvas` skill — a plain CLI, identical on every harness.

## 🎯 Selective Reading Rule

**Read ONLY files relevant to the request!** Check the content map, find what you need.

| File | Description | When to Read |
|------|-------------|--------------|
| `database-selection.md` | PostgreSQL vs Neon vs Turso vs SQLite | Choosing database |
| `orm-selection.md` | Drizzle vs Prisma vs Kysely | Choosing ORM |
| `schema-design.md` | Normalization, PKs, relationships | Designing schema |
| `indexing.md` | Index types, composite indexes | Performance tuning |
| `optimization.md` | N+1, EXPLAIN ANALYZE | Query optimization |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add hybridlabor-api/bdb-dev-optimized-agent-skills/database-design@sha256:8f8adef07037b10a

The line at the top of this page pins the label git:20261020.bfd01fa, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_u34s64tytngoez36.svg)](https://markdownregistry.com/a/art_u34s64tytngoez36)

5 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 3 versions of this file, between Jul 27, 2026 and Oct 20, 2026, about one every 42 days.

versioncommittedcommitsizeaudit
git:20261020.bfd01fa latest2026-10-20 bfd01fa 2,534 BA view · diff
git:20260827.e9312a32026-08-27 e9312a3 1,978 BA view · diff
git:20260727.48beb342026-07-27 48beb34 1,960 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (2534 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

hybridlabor-api/bdb-dev-optimized-agent-skills · 7 stars · license Apache-2.0 · pushed 2026-11-05 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_u34s64tytngoez36
GET https://markdownregistry.com/api/v1/resolve?ref=hybridlabor-api/bdb-dev-optimized-agent-skills/database-design
GET https://markdownregistry.com/api/v1/blob/8f8adef07037b10a8ee2f6e35fe89d32531d9446ea552b321185827f6e4bb29f

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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AGENTS.md@.agents/packs/hardware AGENTS.md file
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CLAUDE.md@.claude CLAUDE.md file
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000_global_rules Cursor rule
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git:20261021.3de4c64 · audit A · 7 stars
999_memb_context Cursor rule
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bdb_agents Cursor rule
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git:20261021.3de4c64 · audit F · 7 stars
fabric Cursor rule
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startcycle Cursor rule
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ui-ux-godmode Cursor rule
hybridlabor-api/bdb-dev-optimized-agent-skills · .cursor/rules/ui-ux-godmode.mdc
git:20260812.b03e3c4 · audit B · 7 stars
AGENTS.md AGENTS.md file
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git:20261104.cacdbcc · audit A · 7 stars

Every file in hybridlabor-api/bdb-dev-optimized-agent-skills

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database-design SKILL.md skill
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