🤖 Agent: CashlessWatch Stock Market Summary

Overview

Property	Value
Name	CashlessWatch Stock Market Summary
Blog	CashlessConsumer Fintech News
Schedule	Market days (Mon-Fri) @ 8:15 AM IST
Coverage	Indices, Banks, Pure-play Fintech
Model	minimax-m2.5
Agent ID	`1b340206-ec48-4a99-a301-eec308b11d22`
Last Updated	March 11, 2026

Mission

Provide a quick 3-section summary of Indian stock markets focused on payment/fintech companies:

Indices — Market direction
Banks — Digital payments leaders
Pure-Play Fintech — Core payment companies

Oracle Sources

Tier 1 (Primary - NSE India Official)

Source	Endpoint	Data	Fallback
NSE All Indices	`nseindia.com/api/allIndices`	Nifty 50, Bank, FinNifty	Yahoo Finance
NSE Equity Indices	`nseindia.com/api/equity-stockIndices`	Bank stock quotes	Yahoo Finance

Tier 2 (Secondary - Global)

Source	Endpoint	Data	Reliability
Yahoo Finance	`query1.finance.yahoo.com/v8/finance`	All stocks	High, no auth
Moneycontrol	`moneycontrol.com`	Indian markets	HTML scraping

Tier 3 (Fallback)

Source	Purpose
BSE India	If NSE fails
Google Finance	Quick spot checks

Helper Scripts

All helper scripts are in scripts/ folder:

Main Runner

Script	Purpose
`stock-watch.sh`	Orchestrates full pipeline

Usage:

1
2
cd /home/.z/workspaces/con_PXCpywVCLwND9RsD/cashless-watch
./scripts/stock-watch.sh [fetch|hugo|telegram|json|full]

Data Fetching

Script	Purpose
`fetch-stock-data.py`	Fetches from oracle sources

Outputs: JSON with indices, banks, fintech data

Content Generation

Script	Purpose
`generate-hugo-post.py`	Creates Hugo markdown

Inputs: JSON from fetch-stock-data.py Outputs: content/posts/YYYY-MM-DD-stock-watch.md

Alert Delivery

Script	Purpose
`send-telegram-alert.py`	Sends Telegram alert

Requires: TELEGRAM_BOT_TOKEN env var

Stock Universe

Indices

Nifty 50 (NSEI)
Nifty Bank (NSEBANK)
Nifty Financial Services (FINNIFTY)
Nifty IT (NSEIT)

Banks — Digital Payments Leaders

Symbol	Company	Why Included
HDFCBANK	HDFC Bank	22% credit card market
ICICIBANK	ICICI Bank	iMobile Pay, Apple Pay talks
SBIN	SBI	Largest UPI volume, 19% cards
AXISBANK	Axis Bank	Digital focus
KOTAKBANK	Kotak Mahindra Bank	811 digital bank

Pure-Play Fintech/PayTech

Tier B1: Digital Payments & Wallets

One97 Communications (Paytm) — NSE: PAYTM
MobiKwik — NSE: MOBIKWIK

Tier B2: Insurance & Credit Marketplaces

PB Fintech (PolicyBazaar) — NSE: PBFINTECH

Tier B3: Payment Infrastructure & Gateways

Infibeam Avenues — NSE: INFIBEAM
Pine Labs — NSE: PINELABS
NPST — NSE: NPST

Tier B4: Payments Banking & Cards

Fino Payments Bank — NSE: FINOPB
SBI Cards — NSE: SBICARD

Tier B5: ATM & Cash (Peripheral)

AGS Transact Technologies — NSE: AGSTRA — ⚠️ Under CIRP

Excluded

Nykaa, Zomato, RateGain — Not core fintech
RBL Bank, Federal Bank, IndusInd, Yes Bank — Full-service, less digital focus

Agent Instruction (Source of Truth)

Step 1: Run Helper Script

1
2
cd /home/.z/workspaces/con_PXCpywVCLwND9RsD/cashless-watch
./scripts/stock-watch.sh full

This runs:

fetch-stock-data.py — Pulls from oracle sources
generate-hugo-post.py — Creates Hugo markdown
send-telegram-alert.py — Sends Telegram alert
Git commit/push — Syncs to repository

Step 2: Verify Output

Check content/posts/YYYY-MM-DD-stock-watch.md was created

Step 3: Manual Review (If Needed)

Spot-check 2-3 prices against NSE/Moneycontrol
Verify % change calculations
Confirm no data gaps in critical stocks

Step 4: Report Generation

If script fails or data incomplete, generate manually:

 1
 2
 3
 4
 5
 6
 7
 8
 9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
---
title: "CashlessWatch Stock Market Summary — March 11, 2026"
date: 2026-03-11T08:15:00+05:30
draft: false
tags: ["Stocks", "Fintech", "Markets", "India"]
categories: ["Stock Watch"]
description: "Pre-market summary of Indian indices, banking stocks, and pure-play fintech/paytech companies"
---

# CashlessWatch Stock Market Summary — [Date]

## 📊 INDICES
| Index | Level | Change | % Change |
|-------|-------|--------|----------|
| [Data] | [Data] | [Data] | [Data] |

## 🏦 BANKS — Digital Payments Leaders
| Company | Symbol | Price | Change | % Change |
|---------|--------|-------|--------|----------|
| [Data] | [Data] | [Data] | [Data] | [Data] |

## 💳 PURE-PLAY FINTECH/PAYTECH
[Table data]

## 📰 Sector News
- [Bullet points of RBI/NPCI/payment news]
- [Market-moving fintech announcements]
- [Company earnings/AGM]
- [Sector-specific developments]

## ⚠️ DISCLAIMER
**Not investment advice. For informational purposes only.**
Include timestamp: "Summary as of [Time] IST, [Date]"

Output Format

Telegram Alert (Compact)

 1
 2
 3
 4
 5
 6
 7
 8
 9
10
11
12
13
14
15
16
17
18
19
📊 INDICES
━━━━━━━━━━━━━━━━━━━━
Nifty 50:   [Level]  [Change]
Nifty Bank: [Level]  [Change]
FinNifty:   [Level]  [Change]

🏦 BANKS — Digital Payments Focus
━━━━━━━━━━━━━━━━━━━━
[Table with prev close, % change]

💳 FINTECH — Pure Play
━━━━━━━━━━━━━━━━━━━━
[Table with prev close, % change]

📰 Sector News
• [Bullet points]

⚠️ AGSTRA under CIRP
📌 Not investment advice

Publishing Commands

 1
 2
 3
 4
 5
 6
 7
 8
 9
10
cd /home/.z/workspaces/con_PXCpywVCLwND9RsD/cashless-watch

# Full pipeline
./scripts/stock-watch.sh

# Individual steps
./scripts/stock-watch.sh fetch   # Get data
./scripts/stock-watch.sh hugo    # Generate post
./scripts/stock-watch.sh telegram # Send alert
./scripts/stock-watch.sh json    # View JSON

Quality Checks

All indices fetched (Nifty 50, Bank, FinNifty, IT)
All 5 major banks have data
At least 3 fintech stocks have data
Prices cross-verified with NSE/Moneycontrol
% change calculations correct
Telegram alert sent successfully
Hugo post committed to repository
No overlapping data sources (use oracle priority)

Data Fallback Strategy

If primary source fails:

NSE India → Use Yahoo Finance
Yahoo Finance → Use Moneycontrol HTML scraping
Both fail → Mark as “Data delayed” in output

Version History

Date	Change	Commit
2026-03-11	Agent creation with 3-tier structure	[TBD]
2026-03-11	Added helper scripts (fetch, generate, send)	[TBD]

This agent is part of the CashlessConsumer CashlessWatch project. All agent instructions are open source.

News Integration System

Step 0: Read Daily Brief First

BEFORE fetching stock data, read today’s Daily Brief:

1
2
# Read today's brief for context
cat /home/.z/workspaces/con_PXCpywVCLwND9RsD/cashless-watch/content/posts/$(date +%Y-%m-%d)-fintech-brief.md

Extract key news items that could impact stocks:

RBI/NPCI policy changes → Payment stocks
UPI updates → PAYTM, FINOPB, NPST
Credit card news → SBICARD, banks
Insurance regulation → PBFINTECH
Bank digital initiatives → HDFCBANK, ICICIBANK, etc.

Step 1: News-Annotated Output

Add News Context column to ALL tables:

1
2
3
4
## 🏦 BANKS — Digital Payments Leaders
| Company | Symbol | Price | Change | News Context |
|---------|--------|-------|--------|--------------|
| HDFC Bank | HDFCBANK | ₹X | X% | [News from brief or "No major news"] |

News Context Format:

🟢 Positive: “Apple Pay partnership”, “Q3 earnings beat”, “RBI approval”
🔴 Negative: “CIRP proceedings”, “competition from X”, “regulatory fine”
⚪ Neutral: “No major news”, “market beta”, “sector rotation”

Cashless Watch Reco (Cross-Agent Output)

Generate a combined intelligence section:

 1
 2
 3
 4
 5
 6
 7
 8
 9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
## 🔗 Cashless Watch Reco

### Today's Ranked Watchlist

| Rank | Scrip | Price | Technical | News Catalyst | Combined Score | Action |
|------|-------|-------|-----------|---------------|----------------|--------|
| 1 | PAYTM | ₹X | +X% | NPCI news | HIGH | 📊 Watch closely |
| 2 | HDFCBANK | ₹X | +X% | Digital push | MEDIUM | 👀 Monitor |
| 3 | ... | ... | ... | ... | ... | ... |

### Ranking Logic
**Score = Technical Setup (40%) + News Significance (60%)**

| Factor | Weight | Calculation |
|--------|--------|-------------|
| % Change magnitude | 20% | Absolute % move |
| Volume vs avg | 20% | Relative volume |
| News impact | 40% | Bullish/Neutral/Bearish |
| Sector momentum | 20% | Index correlation |

### CashlessConsumer Lens
> *"[1-2 sentence commentary on why these matter to consumers. E.g., 'Paytm's UPI push affects wallet users' daily experience']"*

**Cross-Reference:**
- See detailed news in today's [Daily Brief](YYYY-MM-DD-fintech-brief.md)
- Previous stock levels: [Yesterday's Stock Watch](YYYY-MM-DD-stock-watch.md)

Enhanced Helper Scripts

`fetch-with-news.py`

Enhanced data fetcher that:

Reads Daily Brief
Extracts stock-impacting news
Annotates stock data with news context
Generates Cashless Watch Reco ranking

Usage:

1
./scripts/fetch-with-news.py --date $(date +%Y-%m-%d)

Output: Enhanced JSON with news_context field

🤖 Agent: CashlessWatch Stock Market Summary#

Overview#

Mission#

Oracle Sources#

Tier 1 (Primary - NSE India Official)#

Tier 2 (Secondary - Global)#

Tier 3 (Fallback)#

Helper Scripts#

Main Runner#

Data Fetching#

Content Generation#

Alert Delivery#

Stock Universe#

Indices#

Banks — Digital Payments Leaders#

Pure-Play Fintech/PayTech#

Excluded#

Agent Instruction (Source of Truth)#

Step 1: Run Helper Script#

Step 2: Verify Output#

Step 3: Manual Review (If Needed)#

Step 4: Report Generation#

Output Format#

Telegram Alert (Compact)#

Publishing Commands#

Quality Checks#

Data Fallback Strategy#

Version History#

News Integration System#

Step 0: Read Daily Brief First#

Step 1: News-Annotated Output#

Cashless Watch Reco (Cross-Agent Output)#

Enhanced Helper Scripts#

fetch-with-news.py#