OpenClaw sees the signals. WorldLoops connects the loops.
Website: https://worldloops.ai
WorldLoops is a public ClawHub skill, API wrapper, and adapter example set for turning connected work signals into governed open-loop proposals.
This public repository contains:
- OpenClaw skill metadata
- public signal adapters
- input/output schemas
- safe examples and fixtures
- a thin API wrapper for the WorldLoops brief API
It does not contain the private WorldLoops reasoning engine.
OpenClaw connectors and tools observe work signals.
WorldLoops adapters convert those signals into a common signal shape.
The WorldLoops API returns:
- brief
- open loops
- proposal candidates
- safety metadata
WorldLoops does not send messages. WorldLoops does not send emails. WorldLoops does not create calendar events. WorldLoops does not modify external systems.
externalWrite remains false.
By default, WorldLoops uses the production API:
WORLDLOOPS_API_BASE_URL=https://api.worldloops.ai
You do not need to set this value for the default demo flow.
To use a different backend, override it with:
WORLDLOOPS_API_BASE_URL=https://your-worldloops-api.example.com
Optional:
WORLDLOOPS_API_KEY=your_api_key
Install and build:
npm install npm run build
Run a reconciliation brief using included fixtures:
npm run brief:reconcile --
--gmail-event scripts/fixtures/openclaw-gmail-webhook.json
--calendar-event scripts/fixtures/openclaw-calendar-events.json
--gog-gmail scripts/fixtures/gog-gmail-messages.json
--gog-calendar scripts/fixtures/gog-calendar-events.json
--message-read scripts/fixtures/openclaw-message-read.json
This public skill exposes adapters and schemas.
The private WorldLoops reasoning engine remains behind the WorldLoops API.
Public:
- signal types
- adapter examples
- schemas
- fixtures
- API wrapper
Private:
- open-loop detection logic
- cross-source scoring
- canonicalization
- proposal generation internals
- learning and governance internals