Know exactly what your agents can do
Skills Map gives AI agent builders a clear view of every capability, skill gap, and upgrade path across their entire agent fleet — in one place.
Everything you need to manage agent skills
From initial discovery to ongoing maintenance, Skills Map covers the full lifecycle of agent capability management.
Skill Inventory
Get a clear map of every tool, integration, and behaviour your agents currently have. No more guessing what's wired up.
Gap Detection
Compare your agents against target capability profiles. Surface exactly what's missing before it becomes a production failure.
Upgrade Recommendations
Get prioritised, actionable paths to close each gap — whether that's a new integration, a model config, or a composite skill.
Fleet Management
Track skill health across your entire agent fleet. See which agents are production-ready and which need attention.
Capability Drift
Monitor agent skills over time. Get alerted when a dependency breaks, a skill regresses, or your config drifts from spec.
Skill Profiles
Define reusable capability targets for each agent role. Enforce consistent standards across your team or organisation.
From zero visibility to full clarity
Three steps from “I think it can do that” to “I know exactly what it can do.”
Connect your agents
Point Skills Map at your agent stack — whether it's LangChain, CrewAI, a custom framework, or anything else. We map what's there.
See the full picture
Your agents' capabilities are structured into a clear, queryable map. Tools, integrations, behaviours, and model configs — all in one place.
Close the gaps
Compare against target profiles, get ranked upgrade recommendations, and track progress as you improve your agents over time.
Be first to know when we launch
We're building Skills Map for the first generation of serious agent builders. Join the list and we'll reach out when early access opens.
No spam. No marketing drip. Just a heads-up when we're ready.