Self-Extension
When MeghaOS lacks a capability, it writes, validates, and loads a new one at runtime.
MeghaOS isn't limited to the capabilities it ships with. When a request needs something no built-in capability provides, the assistant creates a new one on the fly — generating the code with AI, validating it, fixing its own mistakes, and loading it live. This is the engine behind MeghaOS's open-ended capability.
What you can ask
| Action | Example |
|---|---|
| Create a capability | "create a tool that posts to my Notion database" |
| List what's been created | "what custom capabilities have you made?" |
| Remove one | "delete the notion poster capability" |
The create → validate → fix loop
The standout detail: code generation is self-correcting. MeghaOS generates a self-contained capability module, tries to load it, and if it fails, re-prompts the AI with the actual error to fix it — retrying a couple of times before giving up.
Generate
The AI writes a self-contained capability that implements the requested behavior.
Validate & self-heal
MeghaOS loads and checks it. On an error, it feeds the error back to the AI and regenerates. Missing dependencies are detected, installed, and the load retried.
Register live
On success the new capability is added immediately — no restart. It's usable for the current and future requests.
How it gets triggered
Two layers wire this into normal use (see the Orchestrator):
- Planning time — if a workflow plan references a capability that doesn't exist yet, MeghaOS schedules its creation before the step that needs it.
- Runtime — a safety net can trigger creation if a capability is still missing when a step runs.
You can also ask directly, and MeghaOS will build it then and there.
Safety
Machine-written capabilities are treated as untrusted. They default to requiring your approval before running — unlike trusted built-in capabilities — so you'll always see a confirmation before a freshly created capability executes.
Self-extension is part of the always-available core, so the ability to extend itself is never unavailable.
Managing created capabilities
Ask MeghaOS to list or remove the capabilities it has created at any time. Each is kept on your device so it persists across sessions until you delete it.