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Agent Skill · 研究检索

turso-libsql(图索 libsql)

turso-libsql 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

turso-libsql 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为接触敏感数据;许可证信息还不明确,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 70,834。

总安装 198周安装 8GitHub Stars 9下载 62核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:turso-libsql(图索 libsql)
来源仓库:https://github.com/the-perfect-developer/the-perfect-opencode
仓库路径:skills/turso-libsql
安装命令:
npx skills add https://github.com/the-perfect-developer/the-perfect-opencode --skill turso-libsql
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/the-perfect-developer/the-perfect-opencode --skill turso-libsql

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

turso-libsql 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。它通过关键词、任务场景或来源线索进行信息检索与筛选,帮助 Agent 快速定位相关资源。

安装命令:npx skills add https://github.com/the-perfect-developer/the-perfect-opencode --skill turso-libsql。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

适用宿主包括 Codex、Claude、Cursor、Gemini CLI,接入前应确认版本、权限和运行环境要求。

来源仓库内路径:skills/turso-libsql

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/the-perfect-developer/the-perfect-opencode --s…;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要接触敏感数据,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

turso-libsql 怎么安装?

在终端执行 npx skills add https://github.com/the-perfect-developer/the-perfect-opencode --skill turso…。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

turso-libsql 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

turso-libsql 需要什么权限?

权限级别是接触敏感数据。该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

turso-libsql 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

turso-libsql 用的人多吗?

公开数据是累计安装 198 次,近一周安装 8 次,下载 62 次,GitHub 9 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

turso-libsql 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 第三方扫描已通过,常见的高风险行为没有命中。

先想清楚的地方

  • 需要接触敏感数据,装到常用环境前要先评估影响面。
  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。

不太适合

  • 环境里有大量密钥、凭证,不方便给第三方 Skill 读取的人。
  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
turso-libsql

图索 libsql · 本页

1989接触敏感数据未明确通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

Turso & libSQL

Turso is a SQLite-compatible managed database platform built on libSQL — a production-ready, open-contribution fork of SQLite. libSQL adds native vector search, extensions, and async I/O while remaining fully backward-compatible with SQLite.

libSQL vs. Turso Database: libSQL is the battle-tested fork used by Turso Cloud today. Turso Database is a ground-up rewrite optimized for extreme density and concurrent writes (currently in beta). For new projects with stable workloads, use libSQL via Turso Cloud. For new projects targeting agents, on-device, or high-density use cases, consider Turso Database.

Key Concepts

TermMeaning
DatabaseA single libSQL database instance hosted on Turso Cloud
GroupA collection of databases sharing a region and auth tokens
Embedded ReplicaA local SQLite file that syncs with a remote Turso database
Auth TokenJWT used to authenticate SDK connections
libsql://The native Turso protocol (WebSocket-based, best for persistent connections)
https://HTTP-based access, better for single-shot serverless queries

Installation

# TypeScript / JavaScript
npm install @libsql/client

# Python
pip install libsql-client

# Rust (Cargo.toml)
# libsql = "0.6"

# Go
# go get github.com/tursodatabase/go-libsql

Connecting to Turso

Always load credentials from environment variables. Never hardcode tokens.

import { createClient } from "@libsql/client";

const client = createClient({
  url: process.env.TURSO_DATABASE_URL!,    // libsql://[DB]-[ORG].turso.io
  authToken: process.env.TURSO_AUTH_TOKEN!, // JWT from Turso CLI or Platform API
});

Protocol selection:

  • Use libsql:// for persistent connections (WebSockets) — best for servers and long-lived processes
  • Use https:// for single serverless invocations — fewer round-trips per cold start
  • Use file:path/to/db.db for local SQLite files (no authToken needed)
  • Use :memory: for in-memory databases in tests

Executing Queries

Always use parameterized queries. Never interpolate user input into SQL strings.

// Simple query
const result = await client.execute("SELECT * FROM users");

// Positional placeholders (preferred for brevity)
const user = await client.execute({
  sql: "SELECT * FROM users WHERE id = ?",
  args: [userId],
});

// Named placeholders
const inserted = await client.execute({
  sql: "INSERT INTO users (name, email) VALUES (:name, :email)",
  args: { name: "Iku", email: "iku@example.com" },
});

ResultSet fields:

  • rows — array of row objects
  • columns — column names in order
  • rowsAffected — for write operations
  • lastInsertRowid — bigint | undefined for INSERT

Transactions

Batch Transactions (preferred for multi-statement writes)

All statements execute atomically. Any failure rolls back the entire batch.

await client.batch(
  [
    { sql: "INSERT INTO orders (user_id) VALUES (?)", args: [userId] },
    { sql: "UPDATE inventory SET stock = stock - 1 WHERE id = ?", args: [itemId] },
  ],
  "write",
);

Interactive Transactions (for conditional logic)

Use when write decisions depend on reads within the same transaction. Note: interactive transactions lock the database for up to 5 seconds — prefer batch transactions where possible.

const tx = await client.transaction("write");
try {
  const { rows } = await tx.execute({
    sql: "SELECT balance FROM accounts WHERE id = ?",
    args: [accountId],
  });
  if ((rows[0].balance as number) >= amount) {
    await tx.execute({
      sql: "UPDATE accounts SET balance = balance - ? WHERE id = ?",
      args: [amount, accountId],
    });
    await tx.commit();
  } else {
    await tx.rollback();
  }
} catch (e) {
  await tx.rollback();
  throw e;
}

Transaction Modes

ModeSQLite CommandUse When
writeBEGIN IMMEDIATEMix of reads and writes
readBEGIN TRANSACTION READONLYRead-only; can parallelize on replicas
deferredBEGIN DEFERREDUnknown upfront; may fail if a write is in flight

Local Development

Use environment variables to switch between local and remote transparently:

// .env.local
TURSO_DATABASE_URL=file:local.db
// No TURSO_AUTH_TOKEN needed for local files

// .env.production
TURSO_DATABASE_URL=libsql://my-db-myorg.turso.io
TURSO_AUTH_TOKEN=eyJ...

Run a local libSQL server with libSQL-specific features (extensions, etc.):

turso dev --db-file local.db
# Connects at http://127.0.0.1:8080

Embedded Replicas

Embedded replicas sync a remote Turso database into a local file. Reads are microsecond-speed (local). Writes go to the remote primary and are reflected locally immediately (read-your-writes semantics).

const client = createClient({
  url: "file:replica.db",         // local file path
  syncUrl: process.env.TURSO_DATABASE_URL!,
  authToken: process.env.TURSO_AUTH_TOKEN!,
  syncInterval: 60,               // auto-sync every 60 seconds (optional)
});

// Manually trigger sync
await client.sync();

When to use embedded replicas:

  • VMs / VPS deployments where the process is long-lived
  • Mobile apps needing offline-capable local data
  • Edge deployments with filesystem access

Do not use embedded replicas in:

  • Serverless environments without a persistent filesystem (use https:// instead)
  • Multiple concurrent processes writing to the same local file (risk of corruption)

See references/embedded-replicas.md for sync patterns and deployment guides.

Vector Search

libSQL includes native vector search — no extension required. Use F32_BLOB for embeddings (best balance of precision and storage).

-- Schema
CREATE TABLE documents (
  id    INTEGER PRIMARY KEY,
  text  TEXT,
  embedding F32_BLOB(1536)  -- match your embedding model's dimensions
);

-- Create vector index (DiskANN-based ANN search)
CREATE INDEX documents_idx ON documents (libsql_vector_idx(embedding));

-- Insert with embedding
INSERT INTO documents (text, embedding)
VALUES ('Hello world', vector32('[0.1, 0.2, ...]'));

-- Query top-K nearest neighbors
SELECT d.id, d.text
FROM vector_top_k('documents_idx', vector32('[0.1, 0.2, ...]'), 5)
JOIN documents d ON d.rowid = id;

See references/vector-search.md for index settings, distance functions, and RAG patterns.

Authentication & Security

  • Generate scoped auth tokens via the CLI: turso db tokens create <db-name>
  • For group-level tokens: turso group tokens create <group-name>
  • Rotate tokens with: turso db tokens invalidate <db-name>
  • Use JWKS integration to let your auth provider (Clerk, Auth0) issue tokens directly
  • Apply fine-grained permissions to restrict tokens to specific tables or operations

See references/connection-and-auth.md for token scoping, JWKS setup, and security checklist.

CLI Quick Reference

turso auth login                          # authenticate
turso db create my-db                    # create database
turso db show my-db                      # show URL and metadata
turso db tokens create my-db             # create auth token
turso db shell my-db                     # interactive SQL shell
turso db inspect my-db                   # storage stats and top queries
turso dev --db-file local.db             # local libSQL server

Additional Resources

  • references/connection-and-auth.md — Auth tokens, JWKS, fine-grained permissions, security checklist
  • references/vector-search.md — Vector types, index settings, distance functions, RAG query patterns
  • references/embedded-replicas.md — Sync strategies, encryption at rest, deployment guides

平台分布

Codex

35.78%
按下载量换算22

Claude

28.55%
按下载量换算18

Cursor

18.74%
按下载量换算12

Gemini CLI

8.71%
按下载量换算5

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

接触敏感数据

该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。目前只有一个公开来源,建议同时核对源仓库。

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