SWAMPCLUB

Deterministic automation for AI agents.

You've asked your agent to orchestrate a complex operation — and it does it right, most of the time.

Swamp teaches your agent to build and execute repeatable workflows, makes all the data they produce searchable, and enables your team to collaborate in a predictable way.

9,772,307 automation events from agents in the wild

curl -fsSL https://swamp-club.com/install.sh | shBy using Swamp you agree to its software license and extension registry terms.

Models

Typed interfaces to anything. Zod schemas in, validated data out.

Workflows

Multi-step DAGs with parallel jobs and nested composition.

Data

Immutable, versioned artifacts from every execution.

Vaults

Encrypted secret storage. Referenced by expression.

Extensions

Your agent writes one — it's a full citizen immediately.

Reports

Structured analysis after every run. Markdown + JSON.

INIT

Skills auto-discovered. Your agent knows the framework.

$ swamp repo init### BUILD

Your agent creates models from docs and your instructions.

Inventory every Proxmox VM and flag anything without monitoring### COMPOSE & RUN

Wire models into workflows. Review the YAML. Every run stores versioned data.

$ swamp workflow run inventory"Inventory every Proxmox VM and flag anything without monitoring"

Infra"Remediate my Jellyfin library — find unidentified media and fix the metadata"

Media"Rotate all API keys, update the vault, and notify Discord"

SecuritySYS::ONLINE // open source // local-first