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---
type: "Reference"
title: "2026-07-16 工具链打通战报"
description: "After-action report on Robin's 2026-07-16 end-to-end toolchain integration: OpenWiki + Gitea + NocoDB + RAGFlow + Wiki.js + MiniMax code all wired together and working in production. Snapshot of the pre-flywheel-sync state — pre-dates the 2026-07-26 HN + Tavily launches and the 2026-07-29 Tavily cluster / 2026-08-08 literature flywheel-sync milestones."
tags: [toolchain-integration, openwiki, gitea, nocodb, ragflow, wikijs, milimax-code, 2026-07-16]
---
# 2026-07-16 工具链打通战报
> 2026-07-16, Robin 完整跑通: OpenWiki + Gitea + NocoDB + RAGFlow + Wiki.js + MiniMax code.
## 今天打通的链路
1. OpenWiki 安装 + cron 02:00 自动 update
2. OpenWiki 推 Gitea (Robin/openwiki-wiki, public)
3. MiniMax code 端到端读 OpenWiki (4 个 bridge skill)
4. NocoDB 13 文献库实时索引 (sources/nocodb.md, 5283 bytes)
5. RAGFlow 5 KB × 3 关键词检索 (sources/ragflow.md + 销售弹药)
6. Wiki.js 1300+ 页面索引 (sources/wikijs.md)
7. Obsidian vault mtime 快照 (sources/vault-mtime-snapshot-2026-07-16.md)
8. CelVivo 销售弹药清单 (sources/sales-ammunition.md)
9. openwiki-bridge v1.5 (MiniMax code 跨 agent 索引)
## 下次会话自动可用
下次跟 MiniMax code 提问:
- "Robin 最近精读了哪些" → 自动读 sources/literature.md
- "Robin 的 NocoDB 有什么" → 自动读 sources/nocodb.md
- "Robin 的 Wiki.js 有 X 主题吗" → 自动读 sources/wikijs.md
- "ClinoReactor 销售弹药" → 自动读 sources/sales-ammunition.md
- "Robin 过去一个月做了什么" → 自动读 vault-mtime-snapshot
## 待办 (1 周后决定)
- [ ] 1 周后看 OpenWiki 实际价值
- [ ] 决定卸/留
- [ ] 精读 NocoDB Id 18 (Planimetry measurements of ClinoReactor using FIJI)
- [ ] 精读 260528_CS vs OS app note (ClinoStar vs Orbital Shaker 卖点对比)
- [ ] SeaFile token 接入 (Robin 生成后告诉我)
- [ ] LDR Unraid pipeline 改 (Robin 自己改)
## 跨 agent 工具链全景
- **Hermes (WSL)**: 我, 主控, 装 OpenWiki, 跑 cron, push Gitea
- **MiniMax code (台式机)**: 4 个 bridge skill, 跨 agent 查 OpenWiki
- **Obsidian + Gitea**: 知识存储 + 跨设备同步
- **OpenWiki (WSL)**: 跨 agent 知识地图 (M3 agent 自动维护)
- **NocoDB (NAS)**: 结构化数据 (13 文献库)
- **RAGFlow (NAS)**: 文献深度 QA (14 KB)
- **Wiki.js (NAS)**: 1300+ 综述/手册/精读报告
- **SeaFile (NAS)**: 大文件存储 (PDF/图)