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seekdb

seekdb database documentation lookup. Use when users ask about seekdb features, SQL syntax, vector search, hybrid search, integrations, deployment, or any seekdb-related topics. Automatically locates relevant docs via catalog-based semantic search.

OpenClaw
View on ClawHub

Rank

62

Safety

84

Downloads

1.8k

Updated

Apr 15, 2026

Version

0.1.5

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 1.8K downloads reported by the source. Last updated 4/15/2026.

Avoid when

  • Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Public facts

Every fact links back to the source it came from.

Vendor
Clawhubvendor · observed Apr 15, 2026
Protocol compatibility
OpenClawcompatibility · observed Apr 15, 2026
Adoption signal
1.8K downloadsadoption · observed Apr 15, 2026
Latest release
0.1.5release · observed Feb 10, 2026
Handshake status
UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install kn7ajpckchvqztcwpmckyc9fxd80c3d5:seekdb-docs
  1. Install using `clawhub skill install kn7ajpckchvqztcwpmckyc9fxd80c3d5:seekdb-docs` in an isolated environment before connecting it to live workloads.
  2. No published capability contract is available yet, so validate auth and request/response behavior manually.
  3. Review the upstream CLAWHUB listing at https://clawhub.ai/davidzhangbj/seekdb-docs before using production credentials.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-davidzhangbj-seekdb-docs/snapshot"

Documentation

CLAWHUB

39,263 characters of source documentation, loaded on request.

Extracted files

3 files captured from the source.

SKILL.md

---
name: seekdb-docs
description: seekdb database documentation lookup. Use when users ask about seekdb features, SQL syntax, vector search, hybrid search, integrations, deployment, or any seekdb-related topics. Automatically locates relevant docs via catalog-based semantic search.
version: "V1.1.0"
---

# seekdb Documentation

Provides comprehensive access to seekdb database documentation through a centralized catalog system.

## Quick Start

1. **Locate skill directory** (see Path Resolution below)
2. **Load full catalog** (1015 documentation entries)
3. **Match query** to catalog entries semantically
4. **Read document** from matched entry

## Path Resolution (Critical First Step)

**Problem**: Relative paths like `./seekdb-docs/` are resolved from the **current working directory**, not from SKILL.md's location. This breaks when the agent's working directory differs from the skill directory.

**Solution**: Dynamically locate the skill directory before accessing docs.

### Step-by-Step Resolution

1. **Read SKILL.md itself** to get its absolute path:
   ```
   read(SKILL.md)  // or any known file in this skill directory
   ```

2. **Extract the directory** from the returned path:
   ```
   If read returns: /root/test-claudecode-url/.cursor/skills/seekdb/SKILL.md
   Skill directory: /root/test-claudecode-url/.cursor/skills/seekdb/
   ```

3. **Construct paths** using this directory:
   ```
   Catalog path: <skill directory>references/seekdb-docs-catalog.jsonl
   Docs base: <skill directory>seekdb-docs/
   ```

## Documentation Sources

### Full Catalog
- **Local**: `<skill directory>references/seekdb-docs-catalog.jsonl` (1015 entries, JSONL format)
- **Remote**: `https://raw.githubusercontent.com/oceanbase/seekdb-ecology-plugins/main/agent-skills/skills/seekdb/references/seekdb-docs-catalog.jsonl` (fallback)
- **Entries**: 1015 documentation files
- **Coverage**: Complete seekdb documentation
- **Format**: JSONL - one JSON object per line with path and description

### Complete Documentation (Local-First with Remote Fallback)

**Local Documentation** (if available):
- **Base Path**: `<skill directory>seekdb-docs/`
- **Size**: 7.4M, 952 markdown files
- **Document Path**: Base Path + File Path

**Remote Documentation** (fallback):
- **Base URL**: `https://raw.githubusercontent.com/oceanbase/seekdb-doc/V1.1.0/en-US/`
- **Document URL**: Base URL + File Path

**Strategy**:
1. **Locate**: Determine `<skill directory>` using path resolution above
2. **Load**: Load full catalog (1015 entries) - try local first, fallback to remote
3. **Search**: Semantic search through all catalog entries
4. **Read**: Try local docs first, fallback to remote URL if missing

## Workflow

### Step 0: Resolve Path (Do this first!)

```bash
# Read this file to discover its absolute path
read("SKILL.md")

# Extract directory from the path
# Example: /root/.claude/skills/seekdb/SKILL.md → /root/.claude/skills/seekdb/
```

### Step 1: Search Catalog

Start with grep for keyw

_meta.json

{
  "ownerId": "kn7ajpckchvqztcwpmckyc9fxd80c3d5",
  "slug": "seekdb-docs",
  "version": "0.1.5",
  "publishedAt": 1770693094500
}

references/examples.md

# seekdb Documentation Examples

Complete workflow examples for common seekdb documentation queries using **local-first strategy**.

## Example 1: Vector Search Query

**User Query**: "How do I use vector search in seekdb?"

**Process**:

1. **Resolve skill directory**
   ```
   Read SKILL.md → /root/.claude/skills/seekdb/SKILL.md
   Extract: skill directory = /root/.claude/skills/seekdb/
   ```

2. **Load catalog (local-first)**
   ```
   Try local: /root/.claude/skills/seekdb/references/seekdb-docs-catalog.jsonl
   Result: Success ✅
   ```

3. **Search catalog for vector search**
   - Parse JSONL entries
   - Query: "vector search"
   - Found matches:
     ```json
     {"path": "200.develop/600.search/300.vector-search/100.vector-search-intro.md",
      "description": "This document provides an overview of vector search in seekdb, covering core concepts, supported vector data types, indexing methods, and search operations."}
     {"path": "200.develop/600.search/300.vector-search/300.vector-similarity-search.md",
      "description": "This document explains vector similarity search methods in seekdb..."}
     ```

4. **Read documents (local-first)**
   - Try local: `/root/.claude/skills/seekdb/seekdb-docs/200.develop/600.search/300.vector-search/100.vector-search-intro.md`
   - If missing → Remote: `https://raw.githubusercontent.com/oceanbase/seekdb-doc/V1.1.0/en-US/200.develop/600.search/300.vector-search/100.vector-search-intro.md`

5. **Provide answer**

---

## Example 2: Basic Overview Query

**User Query**: "What is seekdb?"

**Process**:

1. **Resolve skill directory**
   ```
   Read SKILL.md → get absolute path
   Extract skill directory
   ```

2. **Load catalog**
   ```
   Local: <skill directory>references/seekdb-docs-catalog.jsonl
   Success ✅
   ```

3. **Search catalog for overview**
   - Query: "seekdb overview" or "what is seekdb"
   - Found entry:
     ```json
     {"path": "100.get-started/10.seekdb-overview/10.seekdb-overview.md",
      "description": "An AI-native search database that unifies relational, vector, text, JSON, and GIS data in a single engine, enabling hybrid search and in-database AI workflows with full MySQL compatibility."}
     ```

4. **Read document**
   - Local: `<skill directory>seekdb-docs/100.get-started/10.seekdb-overview/10.seekdb-overview.md`
   - Success ✅

5. **Extract answer** from local docs

---

## Example 3: Remote Fallback Scenario

**User Query**: "How do I deploy seekdb on macOS?"

**Process**:

1. **Resolve skill directory**
   ```
   Read SKILL.md → /path/to/skills/seekdb/SKILL.md
   Skill directory = /path/to/skills/seekdb/
   ```

2. **Load catalog (local-first)**
   ```
   Try local: /path/to/skills/seekdb/references/seekdb-docs-catalog.jsonl
   Result: File not found ❌
   ```

3. **Fallback to remote catalog**
   ```
   Fetch: https://raw.githubusercontent.com/oceanbase/seekdb-ecology-plugins/main/agent-skills/skills/seekdb/references/seekdb-docs-catalog.jsonl
   Result: Success ✅

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Machine-readable data

The same record, as JSON, for agents and crawlers.

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      "confidence": "medium",
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      "confidence": "medium",
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  "events": [
    {
      "eventType": "release",
      "title": "Release 0.1.5",
      "description": "seekdb-docs 0.1.5 - Improved clarity in SKILL.md workflow and guidelines, especially around when to use grep versus loading the full catalog. - Updated instructions to clarify grep as the preferred method for most keyword queries. - Added concise explanation for catalog search strategies and fallback handling. - Refined examples and step ordering for better usability and quick start guidance. - Enhanced documentation navigation by specifying where to find detailed workflow examples.",
      "href": "https://clawhub.ai/davidzhangbj/seekdb-docs",
      "sourceUrl": "https://clawhub.ai/davidzhangbj/seekdb-docs",
      "sourceType": "release",
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      "isPublic": true
    }
  ]
}

Record generated Oct 9, 2026.

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