quantmind-deploy SKILL.md skillC
quantmind-deploy from qusong0627/quantmind is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add qusong0627/quantmind/quantmind-deploy@git:20261010.4ba424dPins git:20261010.4ba424d in mdr.lock. Pin the fingerprint instead.
- Audit grade
- C, 15 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- qusong0627/quantmind
- Path
skills/quantmind-deploy/SKILL.md- Versions recorded
- 8
- Latest version
- git:20261010.4ba424d, committed Oct 10, 2026
- First version recorded
- Sep 21, 2026
- Size
- 46,440 bytes
- Repository stars
- 1,774
- License
- AGPL-3.0
QuantMind 部署与运维 — 一键部署、快速部署、Docker 部署、数据库初始化、部署问题排查。在 QuantBot / Claude Code 中部署 QuantMind、排查部署失败、初始化数据库、检查服务健康、更新部署时使用。触发词：部署、一键部署、快速部署、部署失败、装不上、怎么部署、docker部署、部署问题、数据库初始化、服务起不来.
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
> ⚙️ 本技能遵循公共运行环境契约（最高优先级，先于本文其余内容执行）： > 详见 [_shared/env-contract.md](../_shared/env-contract.md)，执行前先读它。 # QuantMind 部署技能 QuantMind 部署运维完整指南。覆盖**部署前准备 → 一键/手动部署 → 部署后检查 → 问题排查 → 更新 → 云端训练**全流程。本技能针对 AI 编程助手编写，每步都给出可直接执行的命令与判断标准，避免"不知道下一步"卡壳。 ## 0. 安装技能包（让 AI 帮你部署） 本技能包兼容**主流 AI 编程工具**（Claude Code / Codex / OpenCode / Trae / MarsCode 等），安装后 AI 能自动识别"部署/装不上"等意图并调用本技能指导部署。 ### 方式一：Claude Code / QuantBot（原生 SKILL.md） ```bash # 解压到 Claude Code 全局技能目录 unzip quantmind-operations-skill.zip -d ~/.claude/ # 验证 ls ~/.claude/skills/quantmind-deploy/SKILL.md ``` ### 方式二：从项目仓库安装（任何工具） ```bash # 项目根目录 skills/ 下即全部技能 cp -r /opt/quantmind/skills/* ~/.claude/skills/ ``` ### 方式三：其他主流 AI 工具（OpenCode / Codex / Trae / MarsCode 等） 各工具虽不原生识别 SKILL.md，但都读取 **AGENTS.md**（项目级指令）。把技能包要点导入即可： ```bash # ① 通用做法：把 SKILL.md 内容并入 AGENTS.md # 项目根创建/追加 AGENTS.md，把关键流程粘贴进去 cat ~/.claude/skills/quantmind-deploy/SKILL.md >> AGENTS.md # ② OpenAI Codex unzip quantmind-operations-skill.zip -d ~/.codex/ # Codex 读取 ~/.codex/AGENTS.md（把本技能要点放入） # ③ OpenCode unzip quantmind-operations-skill.zip -d ~/.config/opencode/ # 或在项目根 AGENTS.md 引用本技能要点 # ④ 腾讯 Trae / 字节 MarsCode …
Read the whole file at its exact version.
How to install
mdr add qusong0627/quantmind/quantmind-deploy@sha256:6cbd738aea7b9fb5The line at the top of this page pins the label git:20261010.4ba424d, 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.
[](https://markdownregistry.com/a/art_3hsm6fepiieusxch)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 8 versions of this file, between Sep 21, 2026 and Oct 10, 2026, about one every 3 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261010.4ba424d latest | 2026-10-10 | 4ba424d | 46,440 B | C | view · diff |
| git:20261010.c162e25 | 2026-10-10 | c162e25 | 46,440 B | C | view · diff |
| git:20261010.b071716 | 2026-10-10 | b071716 | 46,440 B | C | view · diff |
| git:20260925.54e8690 | 2026-09-25 | 54e8690 | 46,565 B | C | view · diff |
| git:20260924.0f2f90d | 2026-09-24 | 0f2f90d | 46,292 B | C | view · diff |
| git:20260924.694388a | 2026-09-24 | 694388a | 46,227 B | C | view · diff |
| git:20260921.2f58d7c | 2026-09-21 | 2f58d7c | 46,082 B | C | view · diff |
| git:20260921.07d358b | 2026-09-21 | 07d358b | 45,927 B | C | view |
Audit of the latest version
- fail: No curl or wget piped into a shell (matched: curl -fsSL https://gitee.com/qusong0627/QuantMind/raw/master/deploy/full-deploy.sh | sudo bash)
- fail: No link to a raw IP address (matched: http://127.0.0.1:8000)
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (46440 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 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 script tag
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
Source
qusong0627/quantmind · 1,774 stars · license AGPL-3.0 · pushed 2026-10-22 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_3hsm6fepiieusxch GET https://markdownregistry.com/api/v1/resolve?ref=qusong0627/quantmind/quantmind-deploy GET https://markdownregistry.com/api/v1/blob/6cbd738aea7b9fb5b710ea3a1b54734bd43b4ebb865f8fc7faa2d6c9ff98c3b1
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.