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risk-rule-design

Curated pickMaintenance: Active

pypcfx-glitch/risk-rule-design

Rule mining for data risk control, distilled from the ideas of the "100-Day Risk Control Expert" course

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$ dsh plugin --profile web install dsh-plugin-risk-rule-design

17

stars

1

forks

JavaScript

Language

MIT

License

2026-08-19

Created

2026-08-20

Last push

A third-party DSH rule-mining workflow with three tools and one expert skill; the author says it is still evolving.

DSH integration

Native runtime

Author-claimed

Safety audit

Unaudited

Last verified

2026-10-17

License

MIT

01What can it help you accomplish?

  • Mine risk-control rules from an X/y dataset.

    Quality checks, single-rule evaluation, combined rules and an HTML analysis report.

    Risk strategy and data analysis staff.

02How to install into DeepSeek Harness

Prerequisites

  • Prepare an analysis dataset containing features X and target y.

Installation steps

  1. 01

    Install the npm package: `dsh plugin --profile web install dsh-plugin-risk-rule-design`.

    $ dsh plugin --profile web install dsh-plugin-risk-rule-design

  2. 02

    Restart `dsh web` to load the tools and skill.

    $ dsh web

Verify the integration

  • Type `/` and risk in the conversation; the README says risk-rule-design should appear after installation.

Rollback

  • Remove with `dsh plugin --profile web remove dsh-plugin-risk-rule-design`.

03DSH integration and capability boundaries

DSH integrationNative runtime

DSH tools and an expert skill for risk-rule mining.

  • Data quality profiling

    rrd_profiling confirms X/y and excludes ID, serialno, constant, nearly unique and high-missingness columns.

  • Mining and report regeneration

    rrd_mining evaluates single and combined rules; rrd_report regenerates HTML from a mining snapshot.

    Generates an HTML report and a mining snapshot.

04Who is it for? When not to use it?

Good for

  • Risk strategy and data analysis staff.

Not for

  • The author describes this as a first DSH plugin that is still being improved.
  • The alternative GitHub install does not register the bundle automatically; the README requires a manual profile bundle entry.

05Compatibility, maintenance and safety notes

  • The author describes this as a first DSH plugin that is still being improved.
  • The alternative GitHub install does not register the bundle automatically; the README requires a manual profile bundle entry.
Not specified by the authorNot specified by the authorNot specified by the author

Author README statements; no runtime verification.

06Frequently asked questions

What data do I need?

Provide an analysis sample with features X and target y, its absolute file path and the target column name.

Can I rebuild a report without mining again?

rrd_report regenerates or adjusts HTML from a mining snapshot.

Does GitHub installation register everything?

No. The README requires manual bundle registration for that route; it recommends the npm route instead.

08Data and sources

  • Author-claimedgithub.com89dff5161873…

    一个面向 DeepSeek Harness 的第三方插件:蒸馏《[100天风控专家](https://bzavt.xetlk.com/s/2Y1t7x)》的思想和方法论,对指定数据集(X/y)进行

  • Author-claimedgithub.com89dff5161873…

    插件是**纯 JavaScript(ESM)**,零构建、零外部依赖。

  • Author-claimedgithub.com89dff5161873…

    ├── LICENSE # MIT

  • Author-claimedgithub.com89dff5161873…

    插件注册 **3 个工具** + **1 个专家技能**:

This page is generated from the project’s public documentation, repository metadata and a structured parse of DSH Plugins; last verified on 2026-10-17. Found an error? Submit a correction.

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