Your AI Learns
Your Job
Shadow observes your AI agents, detects repeating patterns, and auto-generates reusable skills. Your agents get smarter every day.
The Problem
You repeat the same workflows every day.
Your AI watches. Learns. Automates.
How It Works
Three steps to autonomous agents
Observe
Shadow ingests agent transcripts — tool calls, file ops, API requests. Zero config.
Detect Patterns
The pattern engine finds what your agents repeat — sequences, time patterns, tool correlations.
Auto-Generate Skills
Detected patterns become packaged skills — ready to deploy. Agents compound capabilities.
Real-Time Intelligence
Watch patterns emerge in real time
Shadow's pattern engine analyzes thousands of agent actions — finding the sequences, routines, and workflows your agents repeat. What used to take weeks of manual observation happens automatically.
Autonomy Scoring
Measure how independently your agents work
Track your agents' autonomy over time. See which agents handle the most work independently, which need more guidance, and how your overall system improves as Shadow generates new skills.
Features
Everything you need to understand your agents
Pattern Detection
Analyzes thousands of agent transcripts to find recurring workflows, tool sequences, and decision patterns.
Skill Generation
Auto-generates reusable skill packages from detected patterns. Your agents improve autonomously.
Autonomy Scoring
Measures how independently your agents operate. Track progress as they handle more on their own.
Agent Profiling
Deep profiles for each agent — tool preferences, work patterns, communication style, specializations.
Time Analysis
Hourly activity heatmaps reveal when your agents are most productive and where time is wasted.
Workflow Discovery
Surfaces multi-step workflows your team repeats. Identifies automation candidates before you do.
Live from Production
Real numbers. Real agents. Real learning.
Dashboard
See what your agents actually do
Getting Started
Up and running in 30 seconds
Works with OpenClaw · Claude Code · Any agent framework
Pricing
Start free. Scale when ready.
Free
Open source core for solo devs
- 1 agent
- Pattern detection CLI
- Self-hosted dashboard
- Community support
Pro
For developers who ship with AI
- Up to 10 agents
- Hosted dashboard
- Auto skill generation
- Weekly pattern reports
- Autonomy scoring & trends
- Email support
Team
For teams deploying agents at scale
- Up to 50 agents
- Team dashboard
- Shared skill library
- Priority skill generation
- API access
- Slack/Discord notifications
Start Learning
Your agents already repeat themselves. Let Shadow find the patterns and build the automations.
Get Started