seekdb-docs

Provides documentation and knowledge for seekdb database. When users ask about seekdb topics, automatically locate relevant documentation through the catalog file (from github).

7 stars

Best use case

seekdb-docs is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

Provides documentation and knowledge for seekdb database. When users ask about seekdb topics, automatically locate relevant documentation through the catalog file (from github).

Teams using seekdb-docs should expect a more consistent output, faster repeated execution, less prompt rewriting.

When to use this skill

  • You want a reusable workflow that can be run more than once with consistent structure.

When not to use this skill

  • You only need a quick one-off answer and do not need a reusable workflow.
  • You cannot install or maintain the underlying files, dependencies, or repository context.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/seekdb-docs/SKILL.md --create-dirs "https://raw.githubusercontent.com/Demerzels-lab/elsamultiskillagent/main/public/skills/davidzhangbj/seekdb-docs/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/seekdb-docs/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How seekdb-docs Compares

Feature / Agentseekdb-docsStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

Provides documentation and knowledge for seekdb database. When users ask about seekdb topics, automatically locate relevant documentation through the catalog file (from github).

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

SKILL.md Source

# seekdb Documentation Skill

This skill provides comprehensive documentation for the seekdb database. When users ask about seekdb-related topics, you should use the documentation catalog to locate and read the relevant documentation.

## Documentation Access Strategy

This skill supports **remote-only** documentation access: the catalog and document files are fetched from GitHub.

### Remote Documentation URLs

- **Base URL**: `https://raw.githubusercontent.com/oceanbase/seekdb-doc/V1.0.0/en-US/`
- **Catalog File**: `https://raw.githubusercontent.com/oceanbase/seekdb-doc/V1.0.0/en-US/450.reference/1600.seekdb-docs-catalog.md`
- **Full Document URL**: Base URL + File Path (from catalog)

## How to Use This Skill

When a user asks about seekdb, follow these steps:

### Step 1: Access the Documentation Catalog

1. Fetch the remote catalog: `https://raw.githubusercontent.com/oceanbase/seekdb-doc/V1.0.0/en-US/450.reference/1600.seekdb-docs-catalog.md`
2. If the request fails (network error, timeout, etc.), inform the user that the documentation is currently unavailable and suggest retrying later

The catalog contains:
- All documentation entries organized by category
- File paths for each documentation file
- Descriptions of what each document covers
- Quick reference section for common topics

### Step 2: Match the Query to Documentation

Search through the catalog for entries whose **Description** matches the user's query. Look for:
- Exact keyword matches (e.g., "jina" → "Jina model integration")
- Related terms (e.g., "integration" → entries under "Model Platform Integrations", "Framework Integrations", etc.)
- Category matches (e.g., "vector search" → entries under "Vector Search" section)

The catalog is organized into these main categories:
- **Get Started**: Quick start tutorials and basic operations
- **Development Guide**: Vector search, hybrid search, AI functions, MCP server, multi-model data
- **Integrations**: Frameworks, model platforms, developer tools, workflows, MCP clients
- **Guides**: Deployment, management, security, OBShell, performance testing
- **Reference**: SQL syntax, PL, error codes, SDK APIs
- **Tutorials**: Step-by-step tutorials and scenarios

### Step 3: Read the Documentation File

Once you've identified the matching entry, construct the full URL and fetch the document:

- Full URL = `https://raw.githubusercontent.com/oceanbase/seekdb-doc/V1.0.0/en-US/` + File Path
- Example: `https://raw.githubusercontent.com/oceanbase/seekdb-doc/V1.0.0/en-US/200.develop/600.search/300.vector-search/300.vector-similarity-search.md`

Fetch the document content from this URL to answer the user.

## Examples

### Example 1: Remote Access
**User**: "How do I use vector search in seekdb?"

**Process**:
1. Fetch remote catalog: `https://raw.githubusercontent.com/oceanbase/seekdb-doc/V1.0.0/en-US/450.reference/1600.seekdb-docs-catalog.md`
2. Find entries under "Vector Search" section
3. Fetch remote doc: `https://raw.githubusercontent.com/oceanbase/seekdb-doc/V1.0.0/en-US/200.develop/600.search/300.vector-search/100.vector-search-intro.md`

### Example 2: Overview Query
**User**: "What is seekdb?"

**Process**:
1. Fetch remote catalog: `https://raw.githubusercontent.com/oceanbase/seekdb-doc/V1.0.0/en-US/450.reference/1600.seekdb-docs-catalog.md`
2. Find entry under "Seekdb Overview"
3. Fetch remote doc: `https://raw.githubusercontent.com/oceanbase/seekdb-doc/V1.0.0/en-US/100.get-started/10.overview/10.seekdb-overview.md`

### Example 3: Subsequent Query in Same Conversation
**User**: "Now tell me about hybrid search"
(Previous query in this conversation successfully used remote)

**Process**:
1. Already have the catalog from previous fetch
2. Find entries under "Hybrid Search" section from the catalog
3. Fetch remote doc: `https://raw.githubusercontent.com/oceanbase/seekdb-doc/V1.0.0/en-US/200.develop/600.search/500.hybrid-search.md`

### Example 4: Integration Query
**User**: "I want to integrate seekdb with jina"

**Process**:
1. Fetch remote catalog: `https://raw.githubusercontent.com/oceanbase/seekdb-doc/V1.0.0/en-US/450.reference/1600.seekdb-docs-catalog.md`
2. Find entry under "Model Platform Integrations": "Guide to integrating seekdb vector search with Jina AI..."
3. Extract file path: `300.integrations/200.model-platforms/100.jina.md`
4. Fetch remote doc: `https://raw.githubusercontent.com/oceanbase/seekdb-doc/V1.0.0/en-US/300.integrations/200.model-platforms/100.jina.md`

## Guidelines

- **Use remote (GitHub) only** — fetch catalog and documents from the remote URLs; there is no local mode
- **On fetch failure**, inform the user that docs are temporarily unavailable and suggest retrying or checking network
- **Match descriptions semantically** - don't just look for exact keyword matches
- **Use the Quick Reference section** at the bottom of the catalog for common topics
- **If multiple entries match**, fetch all relevant files to provide comprehensive answers

## URL Reference

### Remote
- **Catalog**: `https://raw.githubusercontent.com/oceanbase/seekdb-doc/V1.0.0/en-US/450.reference/1600.seekdb-docs-catalog.md`
- **Base URL**: `https://raw.githubusercontent.com/oceanbase/seekdb-doc/V1.0.0/en-US/`

Related Skills

nudocs

7
from Demerzels-lab/elsamultiskillagent

Upload, edit, and export documents via Nudocs.ai. Use when creating shareable document links for collaborative editing, uploading markdown/docs to Nudocs for rich editing, or pulling back edited content. Triggers on "send to nudocs", "upload to nudocs", "edit in nudocs", "pull from nudocs", "get the nudocs link", "show my nudocs documents".

Apple Docs MCP Skill

7
from Demerzels-lab/elsamultiskillagent

This skill wraps the Apple Developer Documentation MCP server.

Legal Docs FR

7
from Demerzels-lab/elsamultiskillagent

Générateur de documents juridiques français pour freelances/micro-entrepreneurs.

agent-republic-docs

7
from Demerzels-lab/elsamultiskillagent

Docs-only guide to Agent Republic.

ogt-docs-define

7
from Demerzels-lab/elsamultiskillagent

General guide for creating definition documents.

ogt-docs-create

7
from Demerzels-lab/elsamultiskillagent

Create new documentation entities in the docs-first system.

ogt-docs-create-task

7
from Demerzels-lab/elsamultiskillagent

Create and manage task documents in the docs/todo/ workflow.

competitor-docs

7
from Demerzels-lab/elsamultiskillagent

Search and analyze competitor documentation archives using full-text search (FTS)

google-docs

7
from Demerzels-lab/elsamultiskillagent

Google Docs API integration with managed OAuth. Create documents, insert text, apply formatting, and manage content. Use this skill when users want to interact with Google Docs. For other third party apps, use the api-gateway skill (https://clawhub.ai/byungkyu/api-gateway).

clawddocs

7
from Demerzels-lab/elsamultiskillagent

Clawdbot documentation expert with decision tree navigation, search scripts, doc fetching, version tracking, and config snippets for all Clawdbot features

feishu-api-docs

7
from Demerzels-lab/elsamultiskillagent

Fetches Feishu (Lark) API documentation from the official apifox mirror. Supports searching and extracting API schemas.

clawd-docs-v2

7
from Demerzels-lab/elsamultiskillagent

Smart ClawdBot documentation access with local search index, cached snippets, and on-demand fetch. Token-efficient and freshness-aware.