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Doc Data Lineage

Organization
SilentLake-Tech-SkillHub
doc-data-lineage

Control 代码管理/docs/DataLineage.md. Use when 存在 ETL/ELT、跨源数据流或下游消费，or when project-initialization creates or audits this artifact.

Overview

PublisherSilentLake-Tech-SkillHub
RepositorySilentAgentHub
Skill namedoc-data-lineage
Stars
184
Forks
0
Bundled files
2
Links
Skill sourceRepository
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 2 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by SilentLake-Tech-SkillHub on GitHub. Read the source before you install it.

Installation

Install the Doc Data Lineage AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/SilentLake-Tech-SkillHub/SilentAgentHub/tree/main/harness/V5.2.5/skills-source/doc-data-lineage
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/SilentLake-Tech-SkillHub/SilentAgentHub.git /tmp/SilentAgentHub
mkdir -p .claude/skills
cp -r /tmp/SilentAgentHub/harness/V5.2.5/skills-source/doc-data-lineage .claude/skills/doc-data-lineage
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Doc Data Lineage in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Doc Data Lineage on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Doc Data Lineage is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

数据血缘 Controller

This Skill exclusively controls 代码管理/docs/DataLineage.md. It creates, validates, and updates this artifact without taking over the semantic work of requirement analysis, planning, decision-making, engineering, or approval.

Trigger

  • 存在 ETL/ELT、跨源数据流或下游消费。
  • project-initialization selects this controller from .codex/harness/document-controllers.json when the artifact is required for the project type or enabled module.

Contract

  • Purpose: 维护来源、转换、产物、刷新、负责人、质量和下游。
  • Use assets/template.md as the initial structure; preserve newer user content and append the smallest valid delta.
  • Validate the required headings, stable identifiers, links to related records, and current status before returning.
  • Update ROUTER.md through doc-router only when this file is created, moved, renamed, or retired.
  • Never duplicate another artifact's facts. Link by requirement, task, decision, issue, version, or release ID.
  • Runtime Skill/Hook events belong in .codex/harness/runtime-events.jsonl, not this Markdown file.

Boundaries

  • Keep this Markdown artifact as human-readable governance evidence. Its controller or semantic Skill owns validation and transitions; the file records timestamp, triggering user request, called Skills/plugins, current status, related IDs, result, and next route.
  • Do not create a Markdown state-machine definition. Raw Hook/Skill telemetry remains in the machine event log; this artifact keeps only calls needed to explain its own lifecycle.
  • Do not approve a Plan, decision, release, or acceptance on the user's behalf.
  • If a required field is unknown, mark it explicitly and route the gap to the responsible semantic Skill.

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Doc Data Lineage AI skill do?

Control 代码管理/docs/DataLineage.md. Use when 存在 ETL/ELT、跨源数据流或下游消费，or when project-initialization creates or audits this artifact.

Why use Doc Data Lineage on TypingMind?

Because you install it once and use it with any model. Doc Data Lineage is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Doc Data Lineage in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/SilentLake-Tech-SkillHub/SilentAgentHub/tree/main/harness/V5.2.5/skills-source/doc-data-lineage. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Doc Data Lineage?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Doc Data Lineage?

As many as you like. As long as a model supports skills, you can use Doc Data Lineage with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Doc Data Lineage AI skill free?

It is published on GitHub by SilentLake-Tech-SkillHub. Check the repository for licensing terms. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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