Llmquant Data

Organization

LLMQuant

llmquant-data

Router skill for LLMQuant Data primitive workflows. Use when the user needs SEC filings, 13F holders, macro snapshots, or source-grounded macro briefs.

Overview

Publisher	LLMQuant
Repository	`skills`
Skill name	`llmquant-data`
Stars	234
Forks	30
Bundled files	4
License	MIT
Links	Skill source Repository Homepage

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.
4 bundled files
Scripts, templates, and references the model can read while it works. Files are read-only and never executed.
Open source
Published by LLMQuant on GitHub. Read the source before you install it.

Installation

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

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.

Open the app and go to Plugins → Skills.
Choose "Install from GitHub".
Paste the skill folder URL below and confirm.
https://github.com/LLMQuant/skills/tree/master/skills/llmquant-data
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.

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/LLMQuant/skills.git /tmp/skills
mkdir -p .claude/skills
cp -r /tmp/skills/skills/llmquant-data .claude/skills/llmquant-data

Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Llmquant Data 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 Llmquant Data 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 Llmquant Data 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.

LLMQuant Data

This category routes data-primitive research tasks to focused workflows. Use it when the user needs a direct LLMQuant Data-backed answer before any higher-level strategy or portfolio overlay.

Routing Rules

Identify the user's entity, ticker, macro indicator, period, and requested deliverable.
Select the closest workflow below.
Open only that workflow and any explicitly referenced local resources.
Use LLMQuant Data as the source of external facts.
Report returned dates, filing periods, coverage notices, and missing inputs.

Workflow Index

User intent	Workflow
Review business, risk, and MD&A evidence from a company's 10-K.	`workflows/10k-risk-review.md`
Identify top 13F managers holding a ticker and crowding signals.	`workflows/ticker-smart-money-holders.md`
Build a compact U.S. macro regime snapshot.	`workflows/us-macro-snapshot.md`
Compose a market-facing macro brief from macro, market, and research inputs.	`workflows/macro-brief.md`

LLMQuant Data Contract

Prefer LLMQuant Data when available. The workflows may need these data capabilities:

Read SEC filings and specific filing sections such as business, risk factors, and MD&A.
Query 13F holder lists, manager holdings, and ownership concentration for a ticker.
Retrieve macro indicator snapshots, histories, release dates, and metadata.
Retrieve market prices, crypto snapshots, research knowledge, and paper/wiki context when relevant.

Fallback:

If LLMQuant Data or a compatible data MCP is unavailable, ask for user-provided data or name the missing inputs.
Continue only with retrieved or user-provided evidence and label inference separately.

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 Llmquant Data AI skill do?

Router skill for LLMQuant Data primitive workflows. Use when the user needs SEC filings, 13F holders, macro snapshots, or source-grounded macro briefs.

Why use Llmquant Data on TypingMind?

Because you install it once and use it with any model. Llmquant Data 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 Llmquant Data in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/LLMQuant/skills/tree/master/skills/llmquant-data. 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 Llmquant Data?

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 Llmquant Data?

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

Is the Llmquant Data AI skill free?

Yes. It is published on GitHub by LLMQuant under the MIT license. 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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Overview

Installation

Install in TypingMind

Install in another agent

Use it in TypingMind

Works with any AI model

Skill instructions

LLMQuant Data

Routing Rules

Workflow Index

LLMQuant Data Contract

Bundled files

Frequently asked questions

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