lunheng-article-pipeline SKILL.md skillA

lunheng-article-pipeline from zuoyunlai/lunheng-article-pipeline-dsh is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add zuoyunlai/lunheng-article-pipeline-dsh/lunheng-article-pipeline@v19.27.2

Pins v19.27.2 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
zuoyunlai/lunheng-article-pipeline-dsh
Path
skills/lunheng-article-pipeline/SKILL.md
Versions recorded
25
Latest version
v19.27.2, committed Oct 20, 2026
First version recorded
Oct 10, 2026
Size
46,064 bytes
Repository stars
20
License
MIT

论衡 v19.27.2:DSH 原生多 Agent 深度长文流水线(学术论文/商业评论/行业分析/公众号)。9 个独立角色 T1-T9 + 主控;三角验证 + M 门 + G 审计 + 修订回环双轨 + 期刊匹配 + auto_cite + 内嵌 11 个 /lunheng 斜杠命令。适用 ≥2000 字、证据可追溯的长文(4 人在环、数小时);不适用 <2000 字短文、文学创作、理工科论文、营销软文、缺一手数据。.

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

> 版本:v19.27.2(DSH bundle 插件)
> **逐版明细与历史成因外移(v18.22.1 CTX-1)**:本文件只留**现行口径**;逐版明细与成因(v18.12.1 / v18.12.0 / v18.11.0 / v18.10.0 / v18.8.0 / v18.7.x …)全部在**仓库根 `CHANGELOG.md`** 同名版本段——该文件**不在随包目录内**(npm 发布物与纯技能目录部署都没有它),读不到就跳过,**不要当成断链**。
> **v2.5.2-dsh.8 角色语义定案(主人指令)**:**9 个角色 T1-T9 各自独立、不可相互替代**——T8 终检不是「主控兼做的杂活」而是独立角色(有独立角色卡),只是执行者由主控担任(**主控 = T0 调度 + T8 终检执行双重身份**),不 spawn 子代理;**T9 审稿启用与否按 [`references/_shared/文类档案.md`](references/_shared/文类档案.md)**(`academic-cn/-hum/-case` 必选不可关、`lit-review` 可选、其余默认不选;v18.75.0 由旧「默认选中」改)。

# 多 Agent 深度长文流水线(论文/深度文章生产)

## 🔧 DSH 环境说明

本技能为 DeepSeek Harness(dsh)**原生实现**,直接使用当前会话提供的 DSH 工具:

| 能力 | DSH 原生工具 | 说明 |
|---|---|---|
| 子代理编排 | `subagent` / `subagent_fork` / `list_agents` | 后台派发、可续接;`subagent_fork` 继承本会话上下文 |
| 并行编排(可选) | `workflow`(v18.71.0 D2) | Phase 1 三方检索可改用 workflow 工具一条脚本编排,主控只拿结构化结果;**仅主控显式选择、不默认替换 subagent**(配方见 `examples/workflow/phase1-retrieval.md`;四道人在环/闸门方向决策/T7 打回留主控) |
| 计划与任务 | `todo_write` | 计划与任务跟踪 |
| 检索与抓取 | `web_search` / `web_fetch` | 引擎与可用性按 DSH 会话配置 |
| 文件读写 | `read` / `write` / `edit` | 结构化文件操作 |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add zuoyunlai/lunheng-article-pipeline-dsh/lunheng-article-pipeline@sha256:260ef10e4619df48

The line at the top of this page pins the label v19.27.2, 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_rgmf2kdrwbheefwg.svg)](https://markdownregistry.com/a/art_rgmf2kdrwbheefwg)

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

Versions

The registry has recorded 25 versions of this file, between Oct 10, 2026 and Oct 20, 2026, more than one a day.

versioncommittedcommitsizeaudit
v19.27.2 latest2026-10-20 f78bc4d 46,064 BA view · diff
v19.27.12026-10-20 956f2eb 46,064 BA view · diff
v19.27.02026-10-20 034c1e2 46,064 BA view · diff
v19.26.02026-10-20 62322b0 46,064 BA view · diff
v19.25.02026-10-20 75f44a3 46,064 BA view · diff
v19.16.02026-10-18 e0c01a9 46,011 BA view · diff
v19.15.02026-10-18 f37488c 46,011 BA view · diff
v19.14.02026-10-18 b5c5d98 46,011 BA view · diff
v19.13.02026-10-18 39ed051 45,727 BA view · diff
v19.12.02026-10-18 15b2139 45,718 BA view · diff
v19.6.22026-10-15 ad81ce8 41,601 BA view · diff
v19.6.02026-10-15 058c204 41,288 BA view · diff
v19.5.52026-10-14 31bdc2e 40,748 BA view · diff
v19.5.42026-10-14 0aa281c 40,609 BA view · diff
v19.5.32026-10-14 5247164 40,479 BA view · diff
v19.1.112026-10-12 f5eda91 40,046 BA view · diff
v19.1.102026-10-12 12a2387 40,046 BA view · diff
v19.1.92026-10-12 b2b5e73 40,042 BA view · diff
v19.1.82026-10-12 0f6fa62 39,709 BA view · diff
v19.1.82026-10-12 0616c49 39,204 BA view · diff
v18.90.22026-10-10 1f50126 38,853 BA view · diff
v18.90.12026-10-10 75ae7fa 38,853 BA view · diff
v18.90.02026-10-10 694e825 38,853 BA view · diff
v18.89.02026-10-10 333e0eb 38,853 BA view · diff
v18.88.02026-10-10 ca159bd 38,841 BA 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 (46064 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

zuoyunlai/lunheng-article-pipeline-dsh · 20 stars · license MIT · pushed 2026-10-21 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_rgmf2kdrwbheefwg
GET https://markdownregistry.com/api/v1/resolve?ref=zuoyunlai/lunheng-article-pipeline-dsh/lunheng-article-pipeline
GET https://markdownregistry.com/api/v1/blob/260ef10e4619df48cbc2bce627c6cef46d5d68b3131943eca949d5ab6800b71e

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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