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Intelligence View

⚡ tsecurity.de Intelligence

# 🏏 Captain Cool — The Multi-Agent IPL Match Strategist (Built on Google Gemini)

Sichere Programmierung dev.to 17.05.2026, 14:44 Uhr 2 Min. Lesezeit KRITIS / Energie Cloud & IT-Enterprise

↗ Quelle (dev.to)

Reagiere als Erste:r — dein Feedback zählt!

🚀 Project Overview

Cricket is a game of fine margins managed in high-pressure dugouts. "Captain Cool" is an advanced agentic AI system engineered on the official Google Gemini stack. It acts as an autonomous virtual IPL captain that processes real-time match context parameters and executes an internal multi-turn reasoning loop between analytical modules to output structural tactical maneuvers explained in authentic cricket slang.

🏗️ Multi-Agent Architecture

The system utilizes three distinct, named Gemini-powered agents, avoiding a single prompt wearing multiple hats:

📊 Performance Analyst (gemini-2.5-flash): Clinical and entirely data-driven. It triggers a native Gemini tool (calculate_match_metrics) via function calling to evaluate Live Run Rates and Win Probabilities before proposing a base tactical strategy.

🤬 Devil's Advocate (gemini-2.5-flash): The cynical dugout assistant coach. Its system instruction forces it to pick apart the Analyst's data-backed layout by introducing real ground parameters like boundary dimensions and dew factors.

🏆 Captain Cool (gemini-2.5-pro): The ultimate Dhoni-Rohit synthesis module. It analyzes the conflicting arguments in the dugout and delivers a definitive, vernacular command.

🛠️ The Power Tech Stack

Gemini API: Invoked natively using the new unified google-genai engine infrastructure.

Google AI Studio: Used for foundational system prompt layout, alignment tuning, and playground verification.

Google Antigravity: The complete codebase environment structure was initialized, written, and engineered within Google's agentic IDE ecosystem.

Gemini Tool Use: Direct orchestration of native Function Calling to automate algorithmic calculations.

🔗 Google AI Studio Prototype Link

🌐 **CLICK HERE TO VIEW MY GOOGLE AI STUDIO WORKSPACE

🏟️ Live Evaluation Match Scenario Trace

Match Config Input: Innings: 2 (Chasing) | Venue: M. Chinnaswamy Stadium, Bengaluru

Score: 142/4 in 14.2 overs | Target: 185 | Pitch:Turning & Spin-friendly | Dew:Yes

Multi-Turn Output Sequence:

Data Analyst:"Tool outputs confirm Chasing Win Prob at 68.2%. The track has clear turn. I recommend bringing on the leg-spinner to throttle the run flow immediately."

Devil's Advocate:"Absolutely disastrous call! It's Chinnaswamy and the dew is heavy. The ball is too wet to spin or grip, and any loose delivery will fly over the tiny boundaries. Spin is suicide here."

Captain Cool:"Dugout chatter stop karo. Numbers apni jagah hain par heavy dew me ball wrap nahi hogi. Spin ko hold karenge. Bring back the premium seamer, hit the deck with heavy lengths, and take the pace off. Settle down boys, let's execute!"

massive thanks to @GDGCloudPune

📁 Open Source Code Matrix

Link to Public GitHub Repository

thankyou #GDGCloudPune

CTI Threat Relationship Graph2 Knoten / 1 Relationen

CVE / Incident Software MITRE ATT&CK CWE Weakness IoC

IR-PLAYBOOK-RCEHIGH

Schritte anzeigen

SOC Incident Playbook: Remote Code Execution (RCE) Defense

WAF MitigationSofort

Virtuelles Patchen am Reverse Proxy / WAF für gefährdete URL-Pfade und Payloads aktivieren.

SecRule REQUEST_URI "@rx ..." "id:1001,phase:1,deny,status:403"

Web Shell ScanSofort

Web-Root auf neu angelegte Scripts, anomal modifizierte Dateien und Persistence scannen.

find /var/www -type f -name "*.php" -mmin -120

Outbound FilteringSofort

Ausgehenden Datenverkehr (Reverse Shells zu unbekannten IPs/Ports) blockieren.

ss -tunp | grep -E ":(4444|1337|8080|9001)"

Vendor Patching

Hersteller-Update in Staging validieren und schnellstmöglich in Produktion ausrollen.

apt update && apt --only-upgrade install <pkg>

1-Click Detection Engineering: Multi-Dialect SIEM Rules5 Formate

Regeln anzeigen

Syntax validiert (0 Fehler)

title: Detect Exploitation - # 🏏 Captain Cool — The Multi-Agent IPL Match Strategist (Built on Google Gemini)
id: d10e50b9-d8e4-45f5-b23a-06b42fa4e63e
status: experimental
description: Automatisch generierte SIEM-Erkennungsregel basierend auf CTI Intelligence
references:
  - https://tsecurity.de/
author: iShareStuff CTI Automated Detection Engine
date: 2026-09-25
logsource:
  category: network_connection
  product: any
detection:
  selection:
      CommandLine|contains:
        - 'exploit'
  condition: selection
falsepositives:
  - Legitime administrative Zugriffe oder Penetrationstests
level: high
tags:
  - attack.initial_access

Syntax validiert (0 Fehler)

rule CTI_Threat_Indicator {
    meta:
        author = "iShareStuff CTI Automated Detection Engine"
        date = "2026-09-25"
        description = "YARA Signature for "
    strings:
        $str = "# 🏏 Captain Cool — The Multi-A" ascii wide
    condition:
        any of them
}

Syntax validiert (0 Fehler)

index=security sourcetype IN ("cisco:asa", "pan:traffic", "zeek_conn", "suricata", "WinEventLog:Security")
("Captain Cool  The Multi-Agent IPL Match ")
| stats count earliest(_time) as first_seen latest(_time) as last_seen by src_ip, dest_ip, dest_host, signature
| eval first_seen=strftime(first_seen, "%Y-%m-%d %H:%M:%S"), last_seen=strftime(last_seen, "%Y-%m-%d %H:%M:%S")
| sort - count

Syntax validiert (0 Fehler)

message: "*Captain Cool  The Multi-Agent IPL Match *"

Syntax validiert (0 Fehler)

CommonSecurityLog
| where Message has "Captain Cool  The Multi-Agent IPL Match "
| summarize EventCount = count(), FirstSeen = min(TimeGenerated), LastSeen = max(TimeGenerated) by SourceIP, DestinationIP, DestinationPort, Activity
| extend DetectionRule = "iShareStuff-CTI-Compiled"
| sort by EventCount desc

🎯

MITRE ATT&CK Matrix Navigator 14 Taktiken

Reconnaissance

Resource Development

Initial Access

Execution

Persistence

Privilege Escalation

Defense Evasion

Credential Access

Discovery

Lateral Movement

Collection

Command and Control

Exfiltration

Impact

💡 Tipp: Klicken Sie auf eine TTP, um Gegenmaßnahmen und SIEM-Erkennungsregeln anzuzeigen.Enterprise Matrix v14.1

🚀 Auf tsecurity.de entdecken

◀ VORHERIGER BEITRAG 3 Min

How We Built “Captain Cool OS” : A Multi-Agent AI Tactical Intelligence System for Cricket Captains Using Gemini

Sichere Programmierung

NÄCHSTER BEITRAG 4 Min

Building a Virtual IPL Captain with 5 Gemini Agents arguing Strategy (Google ADK Hackathon)

Sichere ProgrammierungWeiterlesen ▶

Blättern: Pfeiltasten [ ← ] [ → ] · Tasten j / k · mobil: Wischen

Fokus-Vektor:

Kognitive Analyse für identifizierte Bedrohung: Erhöhte Bedrohungslage im Bereich # 🏏 Captain Cool — The Multi-Agent IPL M.... Basierend auf 368k Vektor-Korrelationen werden sofortige Isolationsmaßnahmen für betroffene Endpunkte empfohlen.

🛡️ Angriffsfläche & Exposure

Netzwerk/Remote-Zugriff ohne Vorauthentifizierung möglich.

⚡ Empfohlene Sofortmaßnahmen

1. Perimeter-Inspektion: Relevante Portfreigaben und exponierte Endpunkte unverzüglich scannen.
2. Patch-Applikation: Hersteller-Hotfix einspielen oder betroffene Daemons in isolierte DMZ-Segmente überführen.
3. Telemetrie & EDR-Alerts: Prozessaufrufe und Child-Processes auf anomale Shell-Spawns überwachen.

🔗 Semantisch verwandte Zero-Days MariaDB 11.7 VEC

Schnell-Prompts für Analysten

⚠️ DEFANGED SANDBOX VIEW (tsecurity.de): Alle Netzwerkindikatoren und URLs wurden neutralisiert (2 Indikatoren entschärft). Nur zur defensiven Analyse!

Format: python

#!/usr/bin/env python3
# Exploit Title: PoC for Target
import socket, sys
target = '192[.]168[.]1[.]10'
url = 'hxxp://target[.]local/vuln'
s = socket.socket()
s.connect((target, 80))
s.send(b'GET / HTTP/1.1\r\nHost: target.local\r\n\r\n')

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