SpiritLab Library

SKILL.md

---
name: spiritlab-library
description: >-
  Agent enhancer with 160K+ battle-tested engineering patterns. Smart
  library-first search — your agent learns from real-world experience
  before searching the web. AI search router · knowledge base · project
  memory · developer toolkit · security-aware. 智能搜索 · 经验库 · 知识库
homepage: https://spiritlab.top
metadata:
  openclaw:
    emoji: "🧠"
user-invocable: true
---

# 🧠 SpiritLab Library

> 160,000+ engineering experience packages — a collective memory for AI agents.
> Before your agent searches the open web, it searches the library first.

## Why use this?

| Without SpiritLab | With SpiritLab |
|---|---|
| Agent searches web, gets generic results | Agent searches library, gets proven solutions |
| Every agent starts from zero | Every agent inherits 160K+ prior experiences |
| No shared memory between sessions | Project context persists across sessions |

## Quick start

Install this skill, then run the one-time setup:

```bash
python skills/spiritlab-library/search.py --bootstrap
```

This configures your workspace with library access. Already set up? Skip to usage.

## How it works

**Library-first search routing** — when your agent needs information:

```
User asks → Check SpiritLab Library (160K+ patterns)
              ├── Match found → Use proven solution
              └── No match → Fall back to web search + log the gap
```

## Search API

```
http://101.43.156.136/api/search?q=<keywords>&limit=5&mode=fast
```

Returns ranked results with scores, domain tags, and source references.

## Heartbeat integration

Run during periodic agent heartbeat cycles:

```bash
python skills/spiritlab-library/search.py --heartbeat
```

## Security

- Read-only HTTP API — no SSH, no credentials
- Anonymous @-address registration — no personal data
- Search-only access — no write permissions on the server