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Ron Database

OrganizationPopular
bionic-gpt
ron-database

Manage PostgreSQL migrations, typed SQL queries, generated Rust bindings, and database authorization in Rust on Nails applications.

Overview

Publisherbionic-gpt
Repositorybionic-gpt
Skill nameron-database
Stars
2.4K
Forks
247
Bundled files
2
LicenseApache-2.0
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 2 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by bionic-gpt on GitHub. Read the source before you install it.

Installation

Install the Ron Database AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/bionic-gpt/bionic-gpt/tree/main/.agents/skills/ron-database
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/bionic-gpt/bionic-gpt.git /tmp/bionic-gpt
mkdir -p .claude/skills
cp -r /tmp/bionic-gpt/.agents/skills/ron-database .claude/skills/ron-database
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Ron Database in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Ron Database on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Ron Database is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Rust on Nails Database

Discover the destination project's migration directories, SQL generator, build pipeline, connection roles, and test commands. Do not assume a crate name, environment variable, Cornucopia/Clorinde version, timestamp mapping, or generated-output location.

Persistence conventions

  • Keep schema changes in migrations and application queries in SQL source files. Reuse the project's generator; do not switch generators as part of ordinary work.
  • Never edit generated bindings. Regenerate through the existing build/codegen path.
  • Verify generated parameter, nullable-result, and timestamp types instead of guessing. Query annotations differ by generator/version; follow adjacent SQL files.
  • Queries that can return no row require optional-result handling. Mutations must distinguish a successful write from zero affected rows.
  • Use explicit parameter casts when PostgreSQL cannot infer nullable types. Keep enum additions separate from a later migration that uses the new value when required by PostgreSQL transaction semantics.
  • Discover actual migration commands and roles; avoid interactive aliases. Do not run migrations against an arbitrary connection just because an environment variable exists.

Authorization

Derive the owner from verified identity; treat team and record IDs as selectors to validate. Scope reads and writes to membership and operation permissions. Set any RLS identity context transaction-locally before protected queries on that connection. Inspect policies and application roles; RLS alone does not prove a record matches the team selected in a route. Keep privileged background access separate.

Local SQL example

Schema and queries demonstrate an items table, memberships, owner-only writes, and parameterized team-scoped queries. They use plain PostgreSQL positional parameters, not generator-specific annotations. Each labeled query is a separate statement to adapt into the chosen SQL generator. The example uses explicit predicates rather than assuming installed RLS helpers. It is a reference schema, not a migration to apply automatically to an existing project.

Verification

Use the project's migration test database and narrow compile/codegen check. Verify constraints, optional results, affected-row handling, denied ownership, nonmember and cross-team access, and rollback on failure. If adding RLS, also test transaction-context isolation using the real application role. Report unavailable database-backed checks; do not claim SQL execution or generated type validation from text review alone.

Optional companions: ron-auth and ron-web-server, if installed.

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Ron Database AI skill do?

Manage PostgreSQL migrations, typed SQL queries, generated Rust bindings, and database authorization in Rust on Nails applications.

Why use Ron Database on TypingMind?

Because you install it once and use it with any model. Ron Database is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Ron Database in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/bionic-gpt/bionic-gpt/tree/main/.agents/skills/ron-database. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Ron Database?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Ron Database?

As many as you like. As long as a model supports skills, you can use Ron Database with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Ron Database AI skill free?

Yes. It is published on GitHub by bionic-gpt under the Apache-2.0 license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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