MCPInstall

code-quality

General Correctness rules, Rust patterns, comments, avoiding over-engineering. When writing code always take these into account

Installs
1.8K
Last 24h
—
Trending rank
—
Security
Not audited

Install

Works with every agent the skills CLI supports.

npx skills add https://github.com/tursodatabase/turso --skill code-quality
  1. 01

    Install

    Run the command in your project. The CLI asks which agents to install for.

  2. 02

    Describe the task

    Ask your agent for something this skill covers. It loads code-quality automatically when relevant.

  3. 03

    Review the result

    The agent follows the SKILL.md steps, scripts and references bundled with the skill.

SKILL.md

The instructions your agent reads when the skill is triggered.

Code Quality Guide

Core Principle

Production database. Correctness paramount. Crash > corrupt.

Correctness Rules

  1. No workarounds or quick hacks. Handle all errors, check invariants
  2. Assert often. Never silently fail or swallow edge cases
  3. Crash on invalid state if it risks data integrity. Don't continue in undefined state
  4. Consider edge cases. On long enough timeline, all possible bugs will happen

Rust Patterns

  • Make illegal states unrepresentable
  • Exhaustive pattern matching
  • Prefer enums over strings/sentinels
  • Minimize heap allocations
  • Write CPU-friendly code (microsecond = long time)

If-Statements

Wrong:

if condition {
    // happy path
} else {
    // "shouldn't happen" - silently ignored
}

Right:

// If only one branch should ever be hit:
assert!(condition, "invariant violated: ...");
// OR
return Err(LimboError::InternalError("unexpected state".into()));
// OR
unreachable!("impossible state: ...");

Use if-statements only when both branches are expected paths.

Comments

  • Don't add code comments, except for rust SAFETY comments.

Avoid Over-Engineering

  • Only changes directly requested or clearly necessary
  • Don't add features beyond what's asked
  • Don't add docstrings/comments to unchanged code
  • Don't add error handling for impossible scenarios
  • Don't create abstractions for one-time operations
  • Three similar lines > premature abstraction

Index Mutations

When code involves index inserts, deletes, or conflict resolution, double-check the ordering against SQLite. Wrong ordering causes index inconsistencies. and easy to miss.

Ensure understanding of IO model

  • Async IO model

Cleanup

  • Delete unused code completely
  • No backwards-compat hacks (renamed _vars, re-exports, // removed comments)

Single-use helpers

If a helper function has no meaning outside of a single use case, move it inside the function that uses it:

fn do_something() {
    
    something_specific();

    fn something_specific() {
    }
}

FAQ

What does the code-quality skill do?

General Correctness rules, Rust patterns, comments, avoiding over-engineering. When writing code always take these into account

How do I install code-quality?

Run npx skills add https://github.com/tursodatabase/turso --skill code-quality in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/code-quality/ (personal) or .claude/skills/code-quality/ (project).

Which AI agents can use code-quality?

Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.

Is code-quality safe to install?

No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.

Who maintains code-quality?

It is published by tursodatabase in tursodatabase/turso. It has 1,787 recorded installs.

More from tursodatabase/turso

View all →

index-knowledge

tursodatabase/turso

Generate hierarchical AGENTS.md knowledge base for a codebase. Creates root + complexity-scored subdirectory documentation.

debugging

tursodatabase/turso

How to debug tursodb using Bytecode comparison, logging, ThreadSanitizer, deterministic simulation, and corruption analysis tools

async-io-model

tursodatabase/turso

Explanations of common asynchronous patterns used in tursodb. Involves IOResult, state machines, re-entrancy pitfalls, CompletionGroup. Always use these patterns in core when doing anything IO

1.3K installs

testing

tursodatabase/turso

How to write tests, when to use each type of test, and how to run them. Contains information about conversion of .test to .sqltest, and how to write .sqltest and rust tests

Testing & QA1.3K installs

storage-format

tursodatabase/turso

SQLite file format, B-trees, pages, cells, overflow, freelist that is used in tursodb

Data & Databases1.3K installs

pr-workflow

tursodatabase/turso

General guidelines for Commits, formatting, CI, dependencies, security

Popular backend & apis skills

View category →

find-skills

vercel-labs/skills

Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.

OfficialBackend & APIs4.1M installs

entra-app-registration

microsoft/azure-skills

Guides Microsoft Entra ID app registration, OAuth 2.0 authentication, and MSAL integration. USE FOR: create app registration, register Azure AD app, configure OAuth, set up authentication, add API permissions, generate service principal, MSAL example, console app auth, Entra ID setup, Azure AD authentication. DO NOT USE FOR: Key Vault secrets (use azure-keyvault-expiration-audit), general Azure resource security guidance.

OfficialBackend & APIs566.7K installs

This skill should be used when the user wants to "write agent code", "build an agent with ADK", "add a tool", "create a callback", "define an agent", "use state management" — in a project that needs ADK (Agent Development Kit) API patterns and code examples. It provides a quick reference for agent types, tool definitions, orchestration patterns, callbacks, state management, the graph Workflow API, and reference recipes to study. Do NOT use for scaffolding (use google-agents-cli-scaffold) or deployment (use google-agents-cli-deploy).

Backend & APIs514.8K installs

embedded-captions

heygen-com/hyperframes

Add captions or subtitles to an existing single-subject talking-head video without editing the footage. Use for plain verbatim captions, cinematic captions embedded behind the subject, VFX captions, “炸/特效/酷炫字幕,” or a named identity from the 35-style catalog. Route by visual identity, not by backend engine. The quiet anchor rail is the default; embed every word only when the user explicitly wants a fully cinematic treatment. The workflow runs locally end to end, including transcription and subject matting; split multi-shot footage before applying it.

Backend & APIs453.3K installs

entra-agent-id

microsoft/azure-skills

Provision Microsoft Entra Agent Identity Blueprints, BlueprintPrincipals, and per-instance Agent Identities via Microsoft Graph, and configure OAuth 2.0 token exchange (fmipath, OBO, cross-tenant) including the Microsoft Entra SDK for AgentID sidecar. USE FOR: Agent Identity Blueprint, BlueprintPrincipal, agent OAuth, fmipath token exchange, agent OBO, Workload Identity Federation for agents, polyglot agent auth, Microsoft.Identity.Web.AgentIdentities. DO NOT USE FOR: standard Entra app registration (use entra-app-registration), Microsoft Foundry agent authoring (use microsoft-foundry).

OfficialBackend & APIs336.6K installs

neon

neondatabase/agent-skills

Overview of Neon, a complete set of cloud backend primitives around Lakebase Postgres: Auth, Object Storage, Functions, the AI Gateway, and Realtime. Start here to choose Neon for undecided login, files, APIs, and LLM calls, set up the CLI or MCP server, and follow the branch-first workflow. Use when building an app or backend on Neon, or when "Neon" or "Lakebase Postgres" is mentioned. Child skill neon-postgres wins for an existing DATABASEURL, SQL, schema, inspect, or search. Child skill neon-auth wins for login, users, sessions, identity routing, and Managed Better Auth setup. Child skill neon-realtime wins for live queries in reactive apps and agents. Also use for object storage, S3, buckets, serverless functions, function triggers, cron, AI gateway, LLM calls, realtime, logs, Loki, Grafana, observability, postgres, database, backend, Claimable Neon, neon.new, or a no-signup database.

Backend & APIs237.1K installs