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Nse Scanner

Organization
taracodlabs
nse-scanner

NSE scans: top gainers/losers, volume surges, 52w highs/lows

Overview

Publishertaracodlabs
Repositoryaiden
Skill namense-scanner
Stars
852
Forks
150
Bundled files
1
LicenseApache-2.0
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.

  • 1 bundled files

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

  • Open source

    Published by taracodlabs on GitHub. Read the source before you install it.

Installation

Install the Nse Scanner 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/taracodlabs/aiden/tree/main/skills/nse-scanner
  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/taracodlabs/aiden.git /tmp/aiden
mkdir -p .claude/skills
cp -r /tmp/aiden/skills/nse-scanner .claude/skills/nse-scanner
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Nse Scanner 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 Nse Scanner 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 Nse Scanner 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.

NSE Scanner

Scan the NSE equity market for top movers, volume spikes, and price extremes using NSE's publicly accessible JSON APIs — no API key required.

When to Use

  • User asks for today's top gainers or losers on NSE
  • User wants stocks hitting 52-week highs or lows
  • User asks for unusual volume activity or surge stocks
  • User wants a quick market overview (advances vs declines)
  • User asks "which Nifty 50 stocks are up/down today?"

How to Use

Top gainers on NSE today

powershell
$headers = @{ "User-Agent" = "Mozilla/5.0"; "Referer" = "https://www.nseindia.com" }
$session = Invoke-WebRequest -Uri "https://www.nseindia.com" -SessionVariable nse -Headers $headers
$resp = Invoke-RestMethod -Uri "https://www.nseindia.com/api/live-analysis-variations?index=gainers" `
  -Headers $headers -WebSession $nse
$resp.NIFTY.data | Sort-Object pChange -Descending | Select-Object -First 10 |
  Select-Object symbol, ltp, netPrice, pChange

Top losers on NSE today

powershell
$headers = @{ "User-Agent" = "Mozilla/5.0"; "Referer" = "https://www.nseindia.com" }
$session = Invoke-WebRequest -Uri "https://www.nseindia.com" -SessionVariable nse -Headers $headers
$resp = Invoke-RestMethod -Uri "https://www.nseindia.com/api/live-analysis-variations?index=losers" `
  -Headers $headers -WebSession $nse
$resp.NIFTY.data | Sort-Object pChange | Select-Object -First 10 |
  Select-Object symbol, ltp, netPrice, pChange

52-week highs

powershell
$headers = @{ "User-Agent" = "Mozilla/5.0"; "Referer" = "https://www.nseindia.com" }
$session = Invoke-WebRequest -Uri "https://www.nseindia.com" -SessionVariable nse -Headers $headers
$resp = Invoke-RestMethod -Uri "https://www.nseindia.com/api/live-analysis-variations?index=high52" `
  -Headers $headers -WebSession $nse
$resp.data | Select-Object symbol, ltp, pChange | Select-Object -First 20

Nifty 50 snapshot

powershell
$headers = @{ "User-Agent" = "Mozilla/5.0"; "Referer" = "https://www.nseindia.com" }
$session = Invoke-WebRequest -Uri "https://www.nseindia.com" -SessionVariable nse -Headers $headers
$resp = Invoke-RestMethod -Uri "https://www.nseindia.com/api/equity-stockIndices?index=NIFTY%2050" `
  -Headers $headers -WebSession $nse
$resp.data | Select-Object symbol, lastPrice, pChange, totalTradedVolume |
  Sort-Object pChange -Descending

Market breadth (advances vs declines)

powershell
$headers = @{ "User-Agent" = "Mozilla/5.0"; "Referer" = "https://www.nseindia.com" }
$session = Invoke-WebRequest -Uri "https://www.nseindia.com" -SessionVariable nse -Headers $headers
$resp = Invoke-RestMethod -Uri "https://www.nseindia.com/api/market-data-pre-open?key=ALL" `
  -Headers $headers -WebSession $nse
$resp.data | Group-Object { if ($_.metadata.pChange -gt 0) { "Advances" } else { "Declines" } } |
  Select-Object Name, Count

Examples

"Show me today's top 5 Nifty gainers" → Fetch gainers API, filter NIFTY data, sort by pChange descending, display top 5 with symbol, LTP, and % change.

"Any stocks hitting 52-week highs today?" → Fetch high52 endpoint and list symbols with their current price and % change.

"How is the overall market today — more advances or declines?" → Fetch pre-open market data, group by positive/negative pChange, show counts.

Cautions

  • NSE APIs require a session cookie obtained by first visiting https://www.nseindia.com — always initialize the session before API calls
  • NSE may rate-limit or block automated requests; add a small delay between calls if running bulk scans
  • Market data is available only during trading hours (Mon–Fri, 9:15 AM – 3:30 PM IST)
  • API endpoints and response structure may change — verify against NSE website if calls fail

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 Nse Scanner AI skill do?

NSE scans: top gainers/losers, volume surges, 52w highs/lows

Why use Nse Scanner on TypingMind?

Because you install it once and use it with any model. Nse Scanner 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 Nse Scanner in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/taracodlabs/aiden/tree/main/skills/nse-scanner. 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 Nse Scanner?

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 Nse Scanner?

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

Is the Nse Scanner AI skill free?

Yes. It is published on GitHub by taracodlabs under the Apache-2.0 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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