Lobster Watch
Agent Oversight Dashboard

Your AI Agent's
Harbor Master

A calm, transparent dashboard that makes the invisible visible. Know what your AI agent is doing, what it costs, and when it needs you.

Why AI Agents Need Oversight

Autonomous AI agents are powerful, but they create a fundamental tension: users hand significant capabilities to something they can't see or easily control.

💸 Cost Surprises

No visibility into API spend until the bill arrives. Community reports range from $50/day to $3,600/month from misconfigured agents.

🔍 Behavior Opacity

Your agent runs silently in the background. There's no way to know what it did, when, or why — until something goes wrong.

⚠️ Security Blind Spots

The "Lethal Trifecta": an agent that reads external content, executes commands, and persists memory is vulnerable to prompt injection attacks.

🚦 No Human Gate

Agents can send emails, delete files, and run shell commands with no confirmation step. One misconfigured skill could cause cascading harm.

Two Pillars of Calm Oversight

The philosophy behind Lobster Watch's pixel-art harbor aesthetic.

📱

Pocket-Sized Peace of Mind

"AI oversight shouldn't happen at a desk. It should happen in the palm of your hand."

Most AI dashboards assume you are leaning into a monitor. But OpenClaw's strength is its autonomy—it works while you're away. Lobster Watch chooses a Mobile-first path to turn monitoring into a 5-second glance. Whether you're commuting or grabbing coffee, you get instant certainty that your 'Lobster Boat' is sailing smoothly, without being tethered to a 27-inch display.

The Harbor Metaphor

"Turning cold logs into a sense of companionship, like tending to a virtual pet."

We reject the 'Alert Red' anxiety of traditional B2B monitoring. By treating AI agents as boats and logs as the 'Daily Catch,' we apply Calm Technology principles. Pixel art isn't just for nostalgia—it lowers information density and visual aggression. This approach replaces 'oversight anxiety' with a peaceful morning report, building a more human connection with your autonomous partners.

Everything You Need to Stay in Control

Lobster Watch translates raw agent activity into a human-readable, actionable interface wrapped in a fishing village aesthetic that reduces cognitive anxiety.

🎣 Today's Catch
8 tasks
12 emails
$0.14
Agent Status
Active — idle
Monthly Cost
$4.20 / $12.00

Your Daily Catch at a Glance

The calm overview you see when you check back in. Tasks completed, emails handled, cost tracking, and your agent's status — all in one place. No digging through logs.

Daily Summary Cost Tracking Agent Status
⚓ Approval Dock
✉️ Send Email
To: alice@work.com
Subject: Weekly report summary
Approve
Edit
Deny
💰 Budget Alert
Daily budget of $0.50 reached. Current spend: $0.52
Resume
Pause

Human in the Loop

High-stakes actions queue here for your review. Approve, edit, or deny emails, file deletions, and shell commands. Budget alerts pause the agent automatically and surface cost-saving options.

Action Cards Budget Controls Consequence Preview
Heartbeat Log
09:00 — Routine check $0.003
09:30 — Routine check $0.003
10:00 — Email flagged $0.08
10:30 — Routine check $0.003
11:00 — Injection detected $0.12

Every Heartbeat, Filtered by What Matters

Not a raw log — an attention filter. Normal cycles collapse to quiet ticks. Anomalies surface clearly with cost-per-cycle tracking. Intervene directly from any alert card.

Attention Filter Cost per Cycle Interventions
⚡ Lethal Trifecta Detected
Your agent can read external content AND execute commands AND persist memory. This combination requires extra care.
Tools & Skills
Email Send
write
Shell Exec
exec
Web Browse
read
Calendar
write

Audit Every Capability

See every tool your agent can use, color-coded by risk. Detect the Lethal Trifecta. Review community skills with permission tags, source trust labels, and one-tap disable.

Risk Scoring Lethal Trifecta Skill Vetting
💬 Memory Cove
You added
Prefers concise responses. Gets frustrated by long preambles.
Agent learned
Based in Seattle. Regularly explores local restaurants.
Imported — ChatGPT
Transitioning from landscape architecture to UX design.

See What Your Agent Remembers

Browse, search, add, and delete memories. Import knowledge from ChatGPT or Claude in one step. Every entry shows its source — no black boxes.

Browse & Search Import from AI Source Labels

Built on Five Principles

Inspired by Stardew Valley and calm technology — designed to reduce the cognitive anxiety of monitoring autonomous AI.

🎯

Attention Filtering

Surface what matters. Hide what doesn't. Normal activity fades; anomalies stand out.

🤝

Human in the Loop

High-stakes actions pause for approval. Powerful but not unchecked.

🌊

Calm Technology

Low cognitive load. Clear hierarchy. Satisfying micro-interactions.

🔍

Transparency First

Every action is traceable. Memory entries show their source. No black boxes.

⚖️

Consequence Transparency

Before any intervention, see exactly what will happen. No action without a clear preview.

Coming Soon

Features we're charting for the next voyage. Stay tuned, Captain.

📅 Cronjob Navigator

A visual calendar for scheduled tasks. When will it check emails next? When's the next heartbeat? See your agent's rhythm at a glance.

📊 Token Economy

Deep-dive analytics and charts for API spend per skill. Understand where every token goes and optimize your fleet's efficiency.

🧬 Soul Deep-Dive

Personality anchor editing to fine-tune your agent's tone and values. Shape how your lobster thinks, speaks, and decides — without rewriting code.

🔔 Ambient Feedback

Haptics and Dynamic Island (iOS) for low-friction notifications. Your agent whispers in your pocket — no jarring alerts, just gentle nudges.

Try It Yourself

A fully interactive prototype. Tap through the five sections using the bottom navigation.

1

Start at Harbor — see your daily catch and agent status

2

Check the Dock — approve or deny pending actions

3

Browse Heartbeat — expand alerts and see cost spikes

4

Explore Skills — audit tools and detect the Lethal Trifecta

5

Visit Memory — see what the agent remembers and import from other AIs