agentleFS
GiammeGiamme/linear-spanks/skills/extras/tech-postgres/SKILL.md

tech-postgres

Skill1 starsChanged 28 days agoMITView on GitHub

Technology skill loaded when writing SQL, ORM queries, or database migrations for PostgreSQL.

The file

We split this skill into the rules it gives an agent

4 rules. About 0 are common, 3 are distinctive, and 1 is very specific to this project.

  • ≈0

    Common · estimate

    Many files like this have a rule of this kind.

  • ≈3

    Distinctive · estimate

    This author's own choices. Worth a look.

  • 1

    Very specific

    Tied to their project's names, files or tools. Probably skip.

  • Common
  • Distinctive
  • Very specific
  1. Distinctive:

    When interacting with a Postgres database, prioritize safety, efficiency, and data integrity:

    line 11
  2. Distinctive:

    Migrations: Always modify schemas using version-controlled migrations.

    line 13
  3. Distinctive:

    Indexes: Add indexes to foreign keys and frequently filtered/sorted columns, but avoid over-indexing to prevent slow writes.

    line 15
  4. Very specific:

    N+1 Queries: When fetching relationships, use JOINs or data loaders instead of firing a query inside a loop.

    line 16

≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md

PostgreSQL Best Practices

Apply this skill after inspecting repository conventions and supported versions. Treat its rules as defaults unless they protect a concrete safety property; preserve an established project pattern when it conflicts, and record the reason in the implementation plan.

When interacting with a Postgres database, prioritize safety, efficiency, and data integrity:

  1. Migrations: Always modify schemas using version-controlled migrations. Never alter tables manually.
  2. Backwards Compatibility: Migrations must be backwards compatible (e.g., add new columns as nullable first) to support zero-downtime deployments.
  3. Indexes: Add indexes to foreign keys and frequently filtered/sorted columns, but avoid over-indexing to prevent slow writes.
  4. N+1 Queries: When fetching relationships, use JOINs or data loaders instead of firing a query inside a loop.
  5. Transactions: Wrap multi-step data mutations in a transaction. Ensure rollbacks are handled on failure.

Download now (ZIP)

Does it work?

Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.

No reviews yet

People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.

  • It worked
  • Partly
  • It didn't
What did you use it for? e.g. Reviewing pull requests in a Rails app

Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.

Your trail

Files you open will collect here, so you can find them again.

Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.

Now do this for your own.

Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.