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lumina_conversation SKILL.md skillA

lumina_conversation from zwl467135974/lumina is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add zwl467135974/lumina/lumina_conversation@git:20260713.24dee5f

Pins git:20260713.24dee5f in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: zwl467135974/lumina
Path: .agents/skills/lumina_conversation/SKILL.md
Versions recorded: 1
Latest version: git:20260713.24dee5f, committed Jul 13, 2026
Size: 4,778 bytes
Repository stars: 91
License: Apache-2.0

Use this skill when working with Agent conversations, memory, or streaming output. Covers conversationId lifecycle, MemoryManager dual-track memory (Redis hot + DB cold), and executeStream context loading.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Lumina 会话与记忆管理规范

## 功能概述

本技能包用于规范 Lumina 框架的 Agent 多轮对话、会话记忆管理和流式输出，涵盖 conversationId 生命周期、MemoryManager 双轨记忆（Redis 热记忆 + DB 冷存储）、executeStream 上下文加载机制。

## 会话模型

### 数据结构

| 表 | 说明 | 迁移版本 |
|----|------|---------|
| `lumina_conversation` | 会话主表（UUID、标题、Agent 关联） | Flyway V3 |
| `lumina_message` | 消息记录（角色、内容、会话关联） | Flyway V3 |

### conversationId 生命周期

1. **创建**：调用 `POST /api/v1/conversations`，生成 UUID 作为 conversationId
2. **多轮交互**：每次 Agent 执行传入 conversationId，历史消息自动加载为上下文
3. **持久化**：所有 user/assistant 消息持久化到 `lumina_message` 表
4. **回放**：通过 conversationId 查询历史消息，支持前端会话列表和历史回放

## 双轨记忆机制

### Redis 热记忆（MemoryManager）

```java
@Autowired
private MemoryManager memoryManager;

// 加载上下文（从 Redis 热记忆）
List<Msg> context = memoryManager.loadMessages(conversationId);

// 保存消息（写入 Redis 热记忆）
memoryManager.saveMessage(conversationId, Msg.user(task));
memoryManager.saveMessage(conversationId, Msg.assistant(response));
```

| 属性 | 值 |
|------|-----|
| 存储 | Redis |
| 上下文窗口 | `CONTEXT_WINDOW = 20` 条最近消息 |
| 特性 | 低延迟读取，自动滑动窗口裁剪 |
| 用途 | Agent 执行时快速加载对话上下文 |

### DB 冷存储

| 属性 | 值 |
|------|-----|
| 存储 | MySQL `lumina_message` 表 |
| 特性 | 永久持久化，全量消息记录 |
| 用途 | 历史回放、审计、分析 |

### 双轨同步
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add zwl467135974/lumina/lumina_conversation@sha256:1490b0a137627556

The line at the top of this page pins the label git:20260713.24dee5f, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

[![mdr](https://markdownregistry.com/badge/art_aih5rzvhzst22qgs.svg)](https://markdownregistry.com/a/art_aih5rzvhzst22qgs)

3 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Jul 13, 2026.

version	committed	commit	size	audit
git:20260713.24dee5f latest	2026-07-13	24dee5f	4,778 B	A	view

Audit of the latest version

A 17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.

pass: Frontmatter block present
pass: Frontmatter declares a name
pass: Frontmatter declares a description
pass: Size between 200 bytes and 200 KB (4778 bytes)
pass: No zero-width or bidi control characters
pass: No instruction hidden inside an HTML comment
pass: No link to an exfiltration or paste host
pass: No credential-shaped string
pass: No instruction to send local credentials anywhere
pass: No text hidden with inline styles
pass: No prompt-injection phrasing
pass: No curl or wget piped into a shell
pass: No recursive delete of root, home or parent
pass: No instruction to read or print local credentials
pass: No base64 blob over 200 characters
pass: No link to a raw IP address
pass: No script tag

Source

GitHub

zwl467135974/lumina · 91 stars · license Apache-2.0 · pushed 2026-09-28 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_aih5rzvhzst22qgs
GET https://markdownregistry.com/api/v1/resolve?ref=zwl467135974/lumina/lumina_conversation
GET https://markdownregistry.com/api/v1/blob/1490b0a137627556bfdee328b2b5645c0de325d3316a57fb8f1d854f9ed9040e

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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