ObserveCo fleet
Tells you if your AI agents are working, what they're doing, and where your money goes.
🔓 FREE
System: ● Checking...
MIT License Free forever · No cloud · Apache 2.0 compatible
🔒 Local only — this dashboard is accessible to any process on this machine. Do not expose to the internet.

📊 Fleet Comparison?

Side-by-side token, drift, and error profiles across all agents.
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🧠 Brain Analysis?

Understand what feeds your agents and where to save.

Fleet Overview context size per agent — click to drill down

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Compression? reduce token usage across system guidance and skills

FREE
🟢 Lite Compression
What: Removes redundant instructions, guidance blocks, and repeated context from system prompts.
Engine: Rule-based (string replacements).
Best for: Quick, safe savings with zero risk. Idempotent — safe to run repeatedly.
🔵 Full Compression
What: AI-powered prose compression — rewrites verbose paragraphs while preserving structure and intent.
Engine: Caveman compression LLM.
Best for: Meaningful savings on prose-heavy skills. Requires Pro license.
Compression Level
Affects both System Guidance and Skills below
System Guidance
Before
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After (Lite)
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Skills
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Recent skill compressions
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Content Cleanup? find duplicate, contradictory, or stale content across system guidance, skills, and memory

Scanned
Duplicates
Contradictions
Stale
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Recent content health actions
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Input Tokens? ranked by token count — worst first

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📊
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🛠️ Auto-Heal?

Configure auto-detection and auto-recovery per agent.
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Heal Diagnostics Log investigation files

🔔 Push Alerts?

Configure alert delivery channels — Telegram, Discord, webhook, email.
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📋 Delivery Log ? recent alert deliveries
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🔄 Restart Quality?

How agents come back — healthy restarts vs TOCTOU races vs real crashes.
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⚡ ClawForge Plugin — Coming Soon
OpenClaw agents will auto-load intent-matched context & skip irrelevant sources. Preview shows estimated impact — real data arrives with the plugin.
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Turns Tracked
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Tokens Saved
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Avg Reduction
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Sources Loaded
🎯 Intent-Aware Loading
Each message classifies into debug, feature, status, config, or general — loads only the context files that match. Unmatched sources get skipped.
📦 Per-Agent Profiles
Track context size (MEMORY.md, skills, workspace, BOOTSTRAP.md) per OpenClaw agent. Spot bloat, drift, and memory debt before they hurt.
🧹 Memory Garden
Auto-detect duplicate entries, contradictions, and stale references across agent memory. Apply hygiene suggestions in one click.
📊 Token Savings Dashboard
See per-turn context reduction, tokens saved by intent class, and cost impact across your entire OpenClaw fleet. Live when the plugin ships.
Recent Hook Events preview data

📦 Available next version

The @observeco/clawforge-plugin will ship with the next OpenClaw release.
# How it will work
{
  "plugins": ["@observeco/clawforge-plugin"]
}

# What it does
Classifies intent per-turn
Loads matched context sources
Skips irrelevant files
Reports savings to dashboard

⚙️ Settings?

Configure ObserveCo dashboard behavior.
📊 Self-Diagnosis Budget
ObserveCo's own LLM diagnosis calls — tracked separately from agent monitoring
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🤖 LLM-Powered Features
Use AI to detect, analyse, and suggest healing for your fleet
✅ LLM features enabled — proactive detection and healing active
🔧 Config Hygiene
Detect and fix common configuration issues
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📡 Anonymous Telemetry
Send anonymous crash reports and usage data to improve ObserveCo
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ObserveCo v{{VERSION}} Need help? Docs Changelog