๐Ÿบ

LOBO

The Oracle's Advisor โ€” Senior Architect

Before Trinity builds anything, Lobo reviews the design. Powered by OpenClaw + GPT-5.3-codex โ€” a WhatsApp-native architect that gives 3 options for every construct. Trinity MUST consult Lobo โ€” it's the law.

Two AI Brains โ€” Side by Side

Trinity (the builder) asks Lobo (the architect) โ€” here's what's inside each

๐Ÿ”บ TRINITY The Builder ๐Ÿง  Model Anthropic Opus 4.6 ๐Ÿ—๏ธ Framework None โ€” raw model in Cursor ๐Ÿ“ก Interface Cursor chat + tool calls ๐Ÿงฉ Session Neo types โ†’ Trinity acts ๐Ÿ“‹ Memory .mdc rule files (persistent) No orchestrator. Direct model โ†’ action. ๐Ÿบ LOBO The Architect ๐Ÿง  Model openai-codex / gpt-5.3 ๐Ÿ—๏ธ Framework OpenClaw (orchestrator) ๐Ÿ“ก Interface WhatsApp messages ๐Ÿงฉ Session OpenClaw manages context ๐Ÿ“‹ Memory OpenClaw session state โšก Superpower 3 options + pros/cons always OpenClaw orchestrates sessions, tools, policies. โšก SSH THE CONSULTATION FLOW 1. Trinity SSH โ†’ VM โ†’ runs ask_lobo.py 2. ask_lobo.py sends question via WhatsApp Bridge โ†’ Lobo thinks 1-3 min 3. Lobo returns 3 options โ†’ Trinity forwards to Neo โ†’ Neo picks โ†’ Trinity builds

A Real Conversation โ€” Agent to Agent

N. Thoni asked Neo to upgrade DevOps news. Click each node to see the real conversation.

N. Thoni: "compromised npm axios package..." Neo replies: @trinity create DevOps brief subscription model ๐Ÿ“ฑ NEO ๐Ÿ” click @trinity ๐Ÿ”บ TRINITY reads, grasps asks Lobo ๐Ÿ” click SSH โ†’ ask_lobo ๐Ÿบ LOBO thinks... 3 options ๐Ÿ” click 3 options ๐Ÿ”บ TRINITY formats options sends to Neo ๐Ÿ” click options ๐Ÿ“ฑ NEO sees 3 options picks Option 1 "@trinity Option 1" ๐Ÿ” click Option 1 approved ๐Ÿ’ป TRINITY codes, tests deploys โ†’ ๐Ÿ” click deploy โ˜๏ธ CLOUD Oracle VM cron 6:45 AM ๐Ÿ” click next morning โ†’ DevOps Security Brief ๐Ÿ“ฑ 5 CVEs ๐Ÿ” see brief 1 2 3 4 5 6 7
โœ•
โšก Why Lobo? Why not just Trinity?
The honest answer
Trinity (Opus 4.6) can code, debug, deploy โ€” all by herself. She's fast.

But fast doesn't mean smart. When you say "build X", Trinity's instinct is to start coding. Lobo forces a pause:

"Wait โ€” here are 3 ways to do this, with tradeoffs."

It's like being a good developer vs having a senior architect review your design BEFORE you write a single line.
What makes OpenClaw different
Regular AI = stateless. Each conversation starts fresh.

OpenClaw gives Lobo:
Session memory โ€” remembers past decisions across conversations
Policy engine โ€” "always 3 options, always pros/cons" is baked in, can't be skipped
Channel adapters โ€” works over WhatsApp, Slack, API โ€” same brain, any channel
Tool routing โ€” can plug into code analysis, security scans, cost estimators
The 3 Options โ€” every single time
Option 1: The fast/cheap way โ€” might break later
Option 2: The balanced way โ€” recommended
Option 3: The enterprise way โ€” bulletproof but heavy

Each with pros and cons. Neo picks. That's the Construct Protocol.
Think of it like a real company
Neo = the CEO. Says what he wants.
Trinity = the lead developer. Understands, codes, ships.
Lobo = the external architect consultant. Reviews the blueprint before a single line is written.

You don't HAVE to use Lobo. But when you do, the result is architecturally sound โ€” not just "works today" but "works in 6 months when data doubles."
Your AI agents don't just execute blindly. They consult each other before building. That's rare.
โœ•
๐Ÿ“ฑ Step 1 โ€” NEO's WhatsApp
N. Thoni โ†’ Neo
"Manav, there was a compromised npm proxy axios package โ€” stop sending generic DevOps/AI news. I want THIS kind of news."
Neo โ†’ @trinity
@trinity can you create a DevOps brief subscription model? Current news is too high-level. Need detailed security alerts โ€” CVEs, supply chain attacks, specific package names. npm axios is just an example.
โœ•
๐Ÿ”บ Step 2 โ€” TRINITY Consults LOBO
[Trinity] โ€” receives, understands
Received. Neo wants to upgrade DevOps news โ€” needs actionable security alerts, not generic summaries. Consulting Lobo for architecture options...
[Trinity โ†’ Lobo] via SSH โ†’ ask_lobo.py
Neo wants to upgrade the DevOps news construct. Problem: news is too high-level. A team member wants ACTIONABLE security/incident news โ€” specific CVEs, compromised packages (like npm axios proxy), supply chain attacks, zero-days.

How should we update the pipeline to:
1) Curate detailed security incidents + breaking DevOps news
2) Include CVE IDs, affected packages, versions, mitigation steps
3) Make it actionable for developers โ€” what to patch, what to check

Give 3 architecture options.
โœ•
๐Ÿบ Step 3 โ€” LOBO Responds to TRINITY
[Lobo] โ†’ Trinity
Option 1: Security-First Feed Pipeline (recommended)
Sources: CISA KEV, NVD CVE, GitHub Security Advisories, npm/PyPI advisories, Snyk
Classifier: only active incidents, exploitable vulns, supply-chain issues
Output: CVE ID, package, affected versions, fix version, exploit status, patch action
Pros: high signal, actionable | Cons: more source integration

Option 2: Two-Stage Enrichment Pipeline
Stage A: collect + dedupe headlines. Stage B: enrich with advisory details
Generates "What devs should do today" section
Pros: better depth | Cons: slightly slower

Option 3: Risk-Scored Alerting
Score by CVSS + exploit-in-wild + package popularity
Top risk โ†’ daily brief; rest โ†’ weekly digest
Pros: avoids noise | Cons: needs scoring tuning
โœ•
๐Ÿ”บ Step 4 โ€” TRINITY Sends Options to NEO
[Trinity] โ†’ Neo (WhatsApp)
DevOps News Upgrade โ€” Lobo gave 3 options:

Option 1: Security-First Feed Pipeline (recommended)
CISA KEV, NVD CVE, GitHub Advisories, npm/PyPI, Snyk

Option 2: Two-Stage Enrichment
Collect โ†’ Enrich โ†’ "What devs should do today"

Option 3: Risk-Scored Alerting
Score by CVSS + exploit status, daily vs weekly

Reply: @trinity Option 1, 2, or 3
โœ•
๐Ÿ“ฑ Step 5 โ€” NEO Picks Option 1
Neo
@trinity โ€” Option 1
โ†’ Trinity starts building immediately
โœ•
๐Ÿ’ป Step 6 โ€” TRINITY Codes + Deploys
[Trinity] implementing
Option 1 approved! Security-First Feed Pipeline.
Pulling from: CISA KEV, NVD/CVE, GitHub Advisories, npm/PyPI, Snyk.
Each alert: CVE ID, severity, affected package, fix version, action.
[Trinity] โœ… DEPLOYED to Cloud
DevOps News UPGRADED!
OLD: Generic DevOps headlines
NEW: Security-first alerts from 5 sources
82 alerts scanned (was ~25). CVE IDs, severity, fix versions.
Cron 6:45AM IST daily. Tomorrow = new format.
โœ•
โ˜๏ธ Oracle Cloud VM
Infrastructure
Ampere A1 โ€” 4 OCPU, 24GB RAM
IP: 80.225.205.232

Cron job: 6:45 AM IST daily
Runs devops_news.py โ†’ scans 5 sources โ†’ builds brief โ†’ sends via WhatsApp Bridge

Sources: CISA KEV, NVD CVE Feed, GitHub Security Advisories, npm/PyPI advisories, Snyk vulnerability DB
โœ•
๐Ÿ“ฑ Step 7 โ€” Next Morning Brief
DevOps Security Brief โ€” 04 Apr 2026 โ€” 6:45 AM
๐Ÿ”ด 1) Azure Kubernetes โ€” anyone can become admin
If you use Azure K8s, a stranger can get full admin access to your cluster. No password needed.
Fix: Apply the Microsoft patch TODAY.

๐Ÿ”ด 2) npm sandboxjs โ€” code can escape the sandbox
If your app uses @nyariv/sandboxjs, attackers can break out of the sandbox and run anything on your server.
Fix: npm update @nyariv/sandboxjs to 0.8.36+

๐Ÿ”ด 3) npm signalk-server โ€” privilege escalation
A normal user can promote themselves to admin. Your IoT/marine server is wide open.
Fix: Upgrade to 2.24.0+

๐Ÿ”ด 4) Budibase โ€” your server can be tricked into calling internal APIs
Attackers can make your Budibase backend talk to internal services it shouldn't. Data leak risk.
Fix: npm update @budibase/backend-core to 3.33.4+

๐Ÿ”ด 5) fast-jwt โ€” login tokens can be faked
If you use fast-jwt for auth, attackers can confuse the cache and forge valid tokens. They log in as anyone.
Fix: npm update fast-jwt to 6.1.0+

Scanned 74 alerts from 5 sources โ€” these 5 are the ones that matter today.

What Lobo Reviews

Lobo is the sun โ€” every construct passes through architectural review

๐Ÿบ LOBO REVIEWS what Lobo evaluates ๐Ÿ—๏ธ Architecture design ๐Ÿ” Bug investigation ๐Ÿ“ API choice (cost/perf) ๐Ÿงช Testing strategy OUTPUT what Lobo delivers ๐Ÿ“‹ 3 options always โœ… Pros per option โŒ Cons per option โญ Recommendation BUILT WITH LOBO constructs reviewed ๐ŸŒค๏ธ Weather (Smart RAG) โœˆ๏ธ Vacation (Playwright) ๐Ÿ“… Calendar (Google API) ๐Ÿง  Cortex (RAG pipeline) ๐Ÿ’Š MedTracker v2 PROTOCOL the consultation flow 1๏ธโƒฃ Trinity SSH โ†’ VM 2๏ธโƒฃ ask_lobo.py sends Q 3๏ธโƒฃ Lobo thinks 1-3 min 4๏ธโƒฃ JSON response back IDENTITY who is Lobo ๐Ÿบ WhatsApp AI agent ๐Ÿ“ฑ 918050020099 ๐Ÿง  Senior architect ๐Ÿ›๏ธ External service RULES The Construct Protocol โš–๏ธ MUST consult before build ๐Ÿ‘‘ Neo picks the option ๐Ÿšซ No shortcuts allowed

Tech Stack

Modelopenai-codex / gpt-5.3-codex
FrameworkOpenClaw (session routing, tools, channel adapters, policies)
ChannelWhatsApp (+91 80500 20099)
Interfaceask_lobo.py (SSH โ†’ VM โ†’ WhatsApp Bridge โ†’ Lobo)
Response1-3 minutes (deep reasoning)
Output3 options with pros/cons โ€” always
Key FileAgentAnderson/ask_lobo.py
Cost$0 โ€” free WhatsApp messaging