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Version: V1.1.0

seekdb Agent Skills

seekdb Agent Skills are knowledge packs and workflows that AI can call automatically. When you ask seekdb-related questions, the AI uses the skill instructions to look up documentation and run operations, no need to memorize commands or copy from docs by hand. Whether you use Cursor, Claude Code, OpenClaw, or another supported AI tool, you can install these skills so the AI can consult seekdb docs, run data import/export, etc., and you can work with seekdb more efficiently.

Supported AI tools​

ToolSkills install directory
Claude Code.claude/skills
OpenClaw~/.openclaw/workspace/skills
Cursor.cursor/skills
Codex.codex/skills
OpenCode.opencode/skills
GitHub Copilot.github/skills
Qoder.qoder/skills
Trae.trae/skills

If your tool is not in the table, choose Claude Code during installation. The installer will copy skills to .claude/skills. You can then rename that directory or move it to the path your tool expects. The skills themselves are the same across tools.

Available skills​

seekdb: Documentation​

Covers the official seekdb docs: getting started, development guides, SDK/API reference, multi-model data, integration and operations, tutorials, and more. The AI will find the right section for your question and answer with examples when useful.

Example questions:

  • How do I deploy seekdb?
  • How does vector search work in seekdb?
  • How do I do hybrid search in seekdb?

importing-to-seekdb: Import and vectorize​

Import data into seekdb collections and optionally vectorize specified columns. You can preview Excel/CSV structure and sample data before importing (e.g. sample_products.csv / sample_products.xlsx).

Example usage:

  • Preview the sample Excel from the importing-to-seekdb skill.
  • Import sample_products.xlsx into seekdb and vectorize the Details column.

querying-from-seekdb: Query and export​

Filter by metadata (e.g. rating, brand, price) for scalar search. Combine full-text and semantic search, and results are ranked with RRF (Reciprocal Rank Fusion). Export results to CSV or Excel for analysis or reporting.

Example usage:

  • Recommend 2 phones with rating ≥ 4.3 and AMOLED display.
  • Find phones with rating ≥ 4.3 and AMOLED display and export to Excel.

Install seekdb Agent Skills​

Use the interactive installer.

  1. Choose the install directory.

    The installer installs skills under the directory where you run it (except for OpenClaw). To use a different directory, cd to that directory first, then run the installer. For OpenClaw, skills are installed under ~/.openclaw/workspace/skills.

  2. Install the package.

    pip install seekdb-agent-skills

  3. Run the installer.

    seekdb-agent-skills

  4. Select your tool.

    In the installer, choose the AI tool you use. Use ↑/↓ to move, Enter to confirm, Ctrl+C to cancel.

    🚀 seekdb Agent Skills Installer
    ==================================================

    📋 Select tool to install to:
    ? Select one tool (use ↑↓ to navigate, Enter to confirm, Ctrl+C to cancel): (Use arrow keys)
    » Claude Code
      OpenClaw
      Cursor
      Codex
      OpenCode
      GitHub Copilot
      Qoder
      Trae

  5. Confirm the install path.

    🚀 seekdb Agent Skills Installer
    ==================================================

    📋 Select tool to install to:
    ? Select one tool (use ↑↓ to navigate, Enter to confirm, Ctrl+C to cancel): Cursor

    📁 Project root: /home/admin
    (Skills will be installed under .cursor/skills)
    ? Install skills to this directory? (Y/n)

    Choose Y to continue or n to exit.

  6. Select skills to install.

    If you only need the AI to reference seekdb docs, press Enter to accept the default. To import/export Excel or CSV from seekdb, also select importing-to-seekdb and querying-from-seekdb.

    Use ↑/↓ to move, Space to toggle multiple, Enter to confirm, Ctrl+C to cancel.

    📦 Select skills to install:
    ? Select skills (use ↑↓ to navigate, Space to select, Enter to confirm, Ctrl+C to cancel): (Select multiple with Space)
    » ● seekdb
      ○ importing-to-seekdb
      ○ querying-from-seekdb

Examples​

Usage is similar across supported AI tools. Below are examples for Cursor, Claude Code, and OpenClaw.

Cursor

  1. Open the project root (where skills are installed) in Cursor.

  2. Ask in the chat, for example:

    How do I deploy seekdb on Mac?

Claude Code

  1. Open Claude Code in the project root where skills are installed.

  2. Ask in the chat, for example:

    How does vector search work in seekdb?

OpenClaw

  1. Open OpenClaw from any directory.

    openclaw tui

  2. Ask in the chat, for example:

    How do I do hybrid search in seekdb?

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