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swarmkit-runtime

Python runtime for SwarmKit. Interprets topology files, compiles them into LangGraph StateGraphs, enforces governance via the GovernanceProvider abstraction (AGT-backed in v1.0), and exposes the swarmkit CLI plus a persistent HTTP server.

Layout

src/swarmkit_runtime/
├── cli/                 # Typer-based CLI: init, author, run, serve, eject
├── topology/            # Topology loader, validator, resolver (archetype + skill refs)
├── skills/              # Skill registry, category-specific semantics, composition
├── archetypes/          # Archetype registry and instantiation
├── governance/          # GovernanceProvider interface + AGTGovernanceProvider impl
├── langgraph_compiler/  # Topology → StateGraph compilation (design §14.3)
├── mcp/                 # MCP client, server lifecycle, sandbox supervision
└── audit/               # Append-only audit log adapters, skill gap log surfacing

Design references

  • §7 Architectural Principles — topology as data, eject, never lock-in
  • §8 Separation of Powers — governance/ module is the SwarmKit side; AGT is the implementation
  • §9 System Architecture — this package is component #1 of 3
  • §14 Runtime Architecture — three execution modes (one-shot, persistent, scheduled)

Entry points (design §14.2)

Command What it does
swarmkit init Launch Workspace Authoring Swarm in terminal chat mode
swarmkit author topology [name] Launch Topology Authoring variant
swarmkit author skill [name] Launch Skill Authoring Swarm
swarmkit author archetype [name] Launch Archetype Authoring variant
swarmkit run topology.yaml One-shot execution
swarmkit serve workspace/ Persistent / scheduled mode
swarmkit eject topology.yaml Export LangGraph code

Development

uv sync --package swarmkit-runtime
uv run pytest packages/runtime/tests
uv run swarmkit --help

Release files for swarmkit-runtime 1.249.0

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Source distribution for swarmkit-runtime 1.249.0
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