SwarmClaw – Orchestration dashboard for OpenClaw and AI agents
OpenClaw control plane + 15 providers, but orchestration dashboards are crowded.
Calendar view for agent utilization fills a gap between fire-and-forget and full orchestration.
Developers building AI agent workflows
LangSmith · CrewAI · AutoGen Studio
Kronos is a self-hosted dashboard + CLI bridge for scheduling agent tasks and tracking them through:
SCHEDULED -> DISPATCHED -> IN_PROGRESS -> COMPLETED / FAILED / TIMED_OUT
Tasks render as time blocks in a day/week/month calendar view (using Schedule-X), so you can see agent utilization at a glance — like a shared team calendar, but for your agents.
How it works:
1) Create a task in the dashboard — assign an agent alias, set a schedule (one-shot or cron), timeout, execution mode. 2) Workers poll or stream tasks via /api/bridge/tasks (streamable HTTP or polling fallback). 3) The `kronos` CLI bridge runs locally, picks up tasks, and sends lifecycle events back as the agent executes. 4) Dashboard updates in real-time over SSE.
A few details HN might care about:
- "@ file mentions" in task prompts — autocomplete against your project files in the UI, with CLI-side mention preprocessing that resolves @path/to/file before the prompt hits the agent. Scoped to a configurable working directory.
- Auth is per-alias — bridge tokens are minted per agent, so workers are scoped to their own task queue.
- No vendor lock-in on the agent side — Kronos doesn't care what model or framework your agent uses. The CLI bridge speaks a simple lifecycle protocol (ACP events over stdio).
- ~30k LOC, Next.js + TypeScript + Prisma. Self-hosted, single `npm run dev` to start.
What's missing (and I know it):
- No cross-process deduplication yet — if two watchers claim the same alias, you can get double execution. - No per-agent concurrency limits or rate shaping. - No retry/dead-letter for failed deliveries. - The mention picker UI is functional but basic — no fuzzy ranking or keyboard navigation yet.
Asking genuinely:
- If you run agents on a recurring basis, how do you track what ran and when? Curious if the calendar metaphor resonates or if a log/timeline view would be more natural.
- Is self-hosted-only the right call, or would a hosted option matter for adoption?
OpenClaw control plane + 15 providers, but orchestration dashboards are crowded.
Self-hosted agent runtime with persistent memory and personality modes via SOUL.md files.
OpenClaw dashboard with heartbeat scheduling, but tied to one ecosystem.
Sandboxed agent that writes its own Python tools and remembers mistakes in JSON.
The dashboard exposes cron/interval scheduling, timezone support, retries, execution history, realtime metrics and API-key login, and it runs with a single docker-compose up — exactly the pragmatic feature set you'd want for hosting private webhooks. It isn't reinventing scheduling (Airflow, Rundeck and hosted cron services already exist), but it's a tidy, usable package for teams that want a lightweight, self-hosted alternative with a Python SDK.
Secure pairing enables remote mobile control of local agent CLIs without tunneling.