# Send OEE Knowledge Base RAG to your agent
Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.
## Fast path
- Download the package from Yavira.
- Extract it into a folder your agent can access.
- Paste one of the prompts below and point your agent at the extracted folder.
## Suggested prompts
### New install

```text
I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.
```
### Upgrade existing

```text
I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.
```
## Machine-readable fields
```json
{
  "schemaVersion": "1.0",
  "item": {
    "slug": "oee-knowledge-base",
    "name": "OEE Knowledge Base RAG",
    "source": "tencent",
    "type": "skill",
    "category": "开发工具",
    "sourceUrl": "https://clawhub.ai/OdinBot33/oee-knowledge-base",
    "canonicalUrl": "https://clawhub.ai/OdinBot33/oee-knowledge-base",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadUrl": "/downloads/oee-knowledge-base",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=oee-knowledge-base",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "packageFormat": "ZIP package",
    "primaryDoc": "SKILL.md",
    "includedAssets": [
      "SKILL.md",
      "ingest.py",
      "kb.py",
      "query.py"
    ],
    "downloadMode": "redirect",
    "sourceHealth": {
      "source": "tencent",
      "slug": "oee-knowledge-base",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-05-06T07:05:42.030Z",
      "expiresAt": "2026-05-13T07:05:42.030Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=oee-knowledge-base",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=oee-knowledge-base",
        "contentDisposition": "attachment; filename=\"oee-knowledge-base-1.0.0.zip\"",
        "redirectLocation": null,
        "bodySnippet": null,
        "slug": "oee-knowledge-base"
      },
      "scope": "item",
      "summary": "Item download looks usable.",
      "detail": "Yavira can redirect you to the upstream package for this item.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/oee-knowledge-base"
    },
    "validation": {
      "installChecklist": [
        "Use the Yavira download entry.",
        "Review SKILL.md after the package is downloaded.",
        "Confirm the extracted package contains the expected setup assets."
      ],
      "postInstallChecks": [
        "Confirm the extracted package includes the expected docs or setup files.",
        "Validate the skill or prompts are available in your target agent workspace.",
        "Capture any manual follow-up steps the agent could not complete."
      ]
    }
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/oee-knowledge-base",
    "downloadUrl": "https://openagent3.xyz/downloads/oee-knowledge-base",
    "agentUrl": "https://openagent3.xyz/skills/oee-knowledge-base/agent",
    "manifestUrl": "https://openagent3.xyz/skills/oee-knowledge-base/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/oee-knowledge-base/agent.md"
  }
}
```
## Documentation

### 🐾 Knowledge Base (RAG) — Your Second Brain

by Odin's Eye Enterprises — Ancient Wisdom. Modern Intelligence.

Save anything, recall it semantically. Personal RAG-powered knowledge base with SQLite + embeddings.

### What It Does

Ingest — Save text, URLs, files, notes into your knowledge base
Query — Semantic search across everything you've saved
Retrieve — Get relevant context for any question

### Trigger Phrases

"remember this"
"save this to the knowledge base"
"what do I know about"
"search my notes"
"KB query"

### Usage

# Ingest text
python ingest.py "The key insight from today's meeting was..."

# Ingest from a file
python ingest.py --file notes.md

# Query the knowledge base
python query.py "What did we discuss about pricing?"

# Full KB management
python kb.py stats
python kb.py search "topic"

### Files

kb.py — core KB engine (embeddings, storage, retrieval)
ingest.py — CLI for adding content
query.py — CLI for searching
kb.db — SQLite database (auto-created)

### Requirements

Python 3.10+
ANTHROPIC_API_KEY or OPENAI_API_KEY for embeddings

### For Agents

Save context: python ingest.py "TEXT"
Retrieve context: python query.py "QUESTION"
## Trust
- Source: tencent
- Verification: Indexed source record
- Publisher: OdinBot33
- Version: 1.0.0
## Source health
- Status: healthy
- Item download looks usable.
- Yavira can redirect you to the upstream package for this item.
- Health scope: item
- Reason: direct_download_ok
- Checked at: 2026-05-06T07:05:42.030Z
- Expires at: 2026-05-13T07:05:42.030Z
- Recommended action: Download for OpenClaw
## Links
- [Detail page](https://openagent3.xyz/skills/oee-knowledge-base)
- [Send to Agent page](https://openagent3.xyz/skills/oee-knowledge-base/agent)
- [JSON manifest](https://openagent3.xyz/skills/oee-knowledge-base/agent.json)
- [Markdown brief](https://openagent3.xyz/skills/oee-knowledge-base/agent.md)
- [Download page](https://openagent3.xyz/downloads/oee-knowledge-base)