agent-orchestration SKILL.md skillC

agent-orchestration from mrpulor-gh/nuphus is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add mrpulor-gh/nuphus/agent-orchestration@git:20261013.3d1849b

Pins git:20261013.3d1849b in mdr.lock. Pin the fingerprint instead.

Audit grade
C, 14 of 17 checks passed
Kind
SKILL.md skill
Repository
mrpulor-gh/nuphus
Path
plugin/skills/builtin/agent-orchestration/SKILL.md
Versions recorded
13
Latest version
git:20261013.3d1849b, committed Oct 13, 2026
First version recorded
Aug 21, 2026
Size
27,268 bytes
Repository stars
89
License
Apache-2.0

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

# Agent 平台编排

> 外部 Agent(独立终端 TUI / 桌面 App / Web 等平台)协作指南。系统提示词已覆盖的(工具描述/annotation/Constitution)不重复,本技能只写外部 Agent 特有流程。

**铁律:非显式指定不派发外部 Agent。**

---

## 1. 登记(team.toml)

渐进登记:每用一个外部 Agent,在 `plugin/team.toml` 追加一段。只记稳定事实(mode/launch/process/window_hint/dispatch_steps/note);PID/hwnd 每次启动必变、hwnd 会被 OS 复用给无关窗口——一律按当次实况重新解析,禁止写死。

> 本段只示**格式**(键名与注释);字段值一律占位,不代表任何已登记 agent 的实况。
> 任何具体 agent 的字段值,一律以 `plugin/team.toml` 当次读取为准。
> 完整段示例(含 dispatch_steps)见本节末尾第 3 条,此处不重复。

**双登记路径(实测均有效)**:
- **手改 team.toml**:直接编辑保存即可被运行中系统即时读取(无需重启),适合快速实验与本轮临时接入;
- **配置中心录入**:桌面 设置 → 外部 Agent → 新增(走 `upsert_external_agent`),适合正式归档——会联动生成 handoff 工作目录(read.md/memory.md/status.json),手改路径不生成这些文件(须后续补 `agent_init` 或由首次 dispatch 补建空骨架)。

调用决策:Read team.toml → process_list 看谁活着(活着优先)→ 按平台能力匹配。不维护历史评分。

### 跑通即归档(强制,当轮完成)

新外部 Agent 首次**跑通验证**后,必须当轮登记归档,禁止「以后再用再配」——不归档则下次会话无从知晓其存在与用法,跑通经验直接丢失。

1. **配置中心录入**:桌面 设置 → 外部 Agent → 新增(走 `upsert_external_agent`):
   - **派发必需**:`key`(唯一、保存后不可改)/ `mode`(窗口分类依据,§2 交互方式由此决定)/ `launch`+`args`(§2 启动 SOP 手动启动用)/ `window_hint`(终端类标题常被覆写,选稳定前缀)/ `process`(process_list 识别依赖此字段)/ `dispatch_steps`(§1.1——配错一步指令就打不进去,第一责任区)
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add mrpulor-gh/nuphus/agent-orchestration@sha256:2c51d7d6534a8bfa

The line at the top of this page pins the label git:20261013.3d1849b, 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 badge

[![mdr](https://markdownregistry.com/badge/art_4tuisz436m7ollpb.svg)](https://markdownregistry.com/a/art_4tuisz436m7ollpb)

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

Versions

The registry has recorded 13 versions of this file, between Aug 21, 2026 and Oct 13, 2026, about one every 4 days.

versioncommittedcommitsizeaudit
git:20261013.3d1849b latest2026-10-13 3d1849b 27,268 BC view · diff
git:20260929.ba3964a2026-09-29 ba3964a 26,810 BC view · diff
git:20260928.1f20c5a2026-09-28 1f20c5a 26,810 BC view · diff
git:20260927.124bfc32026-09-27 124bfc3 26,492 BC view · diff
git:20260927.134d6802026-09-27 134d680 26,585 BC view · diff
git:20260927.ac31fac2026-09-27 ac31fac 25,980 BC view · diff
git:20260927.7e2213b2026-09-27 7e2213b 25,237 BC view · diff
git:20260923.c0bc4962026-09-23 c0bc496 24,930 BC view · diff
git:20260911.6c606d02026-09-11 6c606d0 24,577 BC view · diff
git:20260827.c59e64d2026-08-27 c59e64d 24,035 BC view · diff
git:20260824.13fdd6a2026-08-24 13fdd6a 15,884 BC view · diff
git:20260824.c8795292026-08-24 c879529 12,897 BC view · diff
git:20260821.c0c683c2026-08-21 c0c683c 20,826 BC view

Audit of the latest version

C  14 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • fail: Frontmatter declares a name
  • fail: Frontmatter declares a description
  • fail: No link to a raw IP address (matched: http://127.0.0.1)
  • pass: Frontmatter block present
  • pass: Size between 200 bytes and 200 KB (27268 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 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

GitHub

mrpulor-gh/nuphus · 89 stars · license Apache-2.0 · pushed 2026-10-31 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_4tuisz436m7ollpb
GET https://markdownregistry.com/api/v1/resolve?ref=mrpulor-gh/nuphus/agent-orchestration
GET https://markdownregistry.com/api/v1/blob/2c51d7d6534a8bfa251a0a69b33f2c7a1f4845e73a917d697889cdd42ba9258b

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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