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curation-discipline-zh

v0.1.0

AI 資料策展的紀律（繁體中文版）：代理繞不過的 staging 閘門、用 hook 而非提示強制的唯讀、以來源座標去重，以及一份「不會報錯的失敗」清單。

Claude Code3 Skills

By Jerry Liu0 GitHub starsUpdated 2 weeks ago

Directory evidence

Runtimes
Claude Code
Parsed components
3 skill or MCP entries
Source updated
Sep 7, 2026
Manifest status
Canonical path parsed

The directory validates manifest shape and source location. It does not execute the plugin or provide a security endorsement. Review the indexing methodology →

Install curation-discipline-zh for Claude Code

Installs for the current user
claude plugin marketplace add IchenDEV/agent-plugin-mkt
claude plugin marketplace update agent-plugin-marketplace
claude plugin install curation-discipline-zh@agent-plugin-marketplace

Paste and run these commands in a terminal with Claude Code. They add and refresh the PluginsMP catalog, then install this plugin.

The installer fetches third-party code from the source repository shown on this page. This directory validates manifest structure and source location, but does not perform a security audit; review the manifest, components, and source before installing.

Get the source manually
git clone https://github.com/jerryliu0103/curation-discipline

Clone the source repository, then follow its setup instructions to add the plugin to a compatible client. The plugin root is plugins/curation-discipline-zh/.

Plugin files

plugins/curation-discipline-zh/
├── .claude-plugin/plugin.json
├── skills/curation-pipeline/SKILL.md
├── skills/provenance-and-dedup/SKILL.md
└── skills/silent-failure-hunting/SKILL.md

Included Skills3

curation-pipelineskills/curation-pipeline/SKILL.md

AI 輔助資料策展的 staging 閘門紀律——代理只寫 staging、唯讀的 validator 檢查、人核准，然後才有東西進正本。當你要建立或檢討一條「由 LLM 代理供稿到資料庫、知識庫或策展資料集」的流水線、要決定哪個代理可以寫哪裡、或是一份策展資料集長出了重複、無來源的列或安靜的缺口時使用。

provenance-and-dedupskills/provenance-and-dedup/SKILL.md

怎麼記錄策展資料的來源、以及怎麼偵測一份來源已經被匯入過——用來源座標而非文字比對、對代理萃取結果做雙向核對、用刻意丟棄清單讓代理的判斷可被審查。當同一份來源可能被送兩次、代理的產出需要檢查有沒有漏、要決定 schema 需要哪些來源欄位、或一份策展資料集長出了重複時使用。

silent-failure-huntingskills/silent-failure-hunting/SKILL.md

一份不會產生錯誤訊息的資料流水線失敗清單——什麼都沒配對到的 JOIN、其實是真寫入的試跑、把列數放大的 fan-out、因編碼錯誤而死掉的 guard、寫好卻沒合併的工具。當流水線回報成功但資料是錯的、要檢討匯入或同步腳本、要決定批次寫入後該驗什麼、或要設計一個「runtime 不會替你抓」的檢查時使用。

Plugin manifests1

plugins/curation-discipline-zh/.claude-plugin/plugin.json
{
  "name": "curation-discipline-zh",
  "version": "0.1.0",
  "description": "AI 資料策展的紀律（繁體中文版）：代理繞不過的 staging 閘門、用 hook 而非提示強制的唯讀、以來源座標去重，以及一份「不會報錯的失敗」清單。",
  "author": {
    "name": "Jerry Liu",
    "url": "https://github.com/jerryliu0103"
  }
}

For maintainers

If you maintain this plugin, link to this source-backed listing from your README so users can review its manifest and indexed components.

[curation-discipline-zh on Agent Plugins Marketplace](https://pluginsmp.com/plugins/curation-discipline-zh)