Doc Clarification logo

Doc Clarification

Organization
SilentLake-Tech-SkillHub
doc-clarification

Control 产品管理/clarification.md as the governed requirement-intake ledger. Use for every new or materially changed user request and when project-initialization creates or audits the intake record.

Overview

PublisherSilentLake-Tech-SkillHub
RepositorySilentAgentHub
Skill namedoc-clarification
Stars
184
Forks
0
Bundled files
2
Links
  • 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 Clarification 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-clarification
  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-clarification .claude/skills/doc-clarification
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Doc Clarification 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 Clarification 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 Clarification 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.

Clarification Ledger Controller

This Skill exclusively controls 产品管理/clarification.md. Semantic clarification is performed by requirement-clarification; this document preserves human-readable lifecycle evidence.

Required entry

Append one entry per requirement intake or material clarification:

  • timestamp and stable requirement ID;
  • user request or faithful summary plus source links;
  • current status and target stage;
  • Skills/plugins called and why;
  • assumptions, questions, and clarification result;
  • classification, complexity, affected modules, risks, and acceptance direction;
  • output routes to the requirement pool, Decision, Plan, research, or task;
  • latest result and next action.

Governance

  • Preserve chronological history; never rewrite the user's original intent silently.
  • The controlling Skill validates fields and status. Markdown records the event and outcome; it does not define transition logic.
  • Update ROUTER.md through doc-router only when this file is created, moved, renamed, or retired.
  • Link to downstream records by stable IDs and avoid duplicating their full content.

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 Clarification AI skill do?

Control 产品管理/clarification.md as the governed requirement-intake ledger. Use for every new or materially changed user request and when project-initialization creates or audits the intake record.

Why use Doc Clarification on TypingMind?

Because you install it once and use it with any model. Doc Clarification 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 Clarification 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-clarification. 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 Clarification?

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 Clarification?

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

Is the Doc Clarification 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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