Skip to main content

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 1.253.0

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for swarmkit-runtime 1.253.0
File Size Uploaded
swarmkit_runtime-1.253.0.tar.gz 1.2 MB Details

Built distribution (wheel)

Table of built distributions (wheels) for swarmkit-runtime 1.253.0
File Interpreter ABI Platform
swarmkit_runtime-1.253.0-py3-none-any.whl Python 3 none any Details

Total release size:2.0 MB

Release files / swarmkit_runtime-1.253.0.tar.gz

Download URL swarmkit_runtime-1.253.0.tar.gz
Size 1.2 MB
Tags Source
SHA-256 checksum
How to use checksums
c3ebbb21eaf344dca05bd08185f1edeb6f10d1ac7370c3b82dfa8c184da1cf55
BLAKE2b-256 checksum
How to use checksums
672fd14889e614b9a36939025b3397018c9f67c14d2524548963bff3e4a1380d
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via uv/0.12.17 {"installer":{"name":"uv","version":"0.12.17","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}

Release files / swarmkit_runtime-1.253.0-py3-none-any.whl

Download URL swarmkit_runtime-1.253.0-py3-none-any.whl
Size 813.9 kB
Tags Python 3
SHA-256 checksum
How to use checksums
3f8408ca26ddb54d3996552d2853c85388a41ff97579380140e616d86a6eb77f
BLAKE2b-256 checksum
How to use checksums
80459bd9fe6726350760919146d35598f966df26faaff8b9f505d872d3e0d1d6
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via uv/0.12.17 {"installer":{"name":"uv","version":"0.12.17","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}

Release history Release notifications | RSS feed

This release

1.253.0 This release

2 release files

1.98.0

2 release files

1.97.0

2 release files

1.96.0

2 release files

1.95.0

2 release files

1.94.0

2 release files

1.93.0

2 release files

1.92.0

2 release files

1.91.1

2 release files

1.91.0

2 release files

1.90.0

2 release files

1.89.0

2 release files

1.88.0

2 release files

1.87.0

2 release files

1.85.0

2 release files

1.84.0

2 release files

1.83.0

2 release files

1.81.0

2 release files

1.78.0

2 release files

1.77.0

2 release files

1.69.0

2 release files

1.60.0

2 release files

1.59.0

2 release files

1.58.0

2 release files

1.57.0

2 release files

1.56.0

2 release files

1.55.0

2 release files

1.54.0

2 release files

1.8.0

2 release files

1.3.6

2 release files

1.3.5

2 release files

1.3.4

2 release files

1.3.3

2 release files

1.3.2

2 release files

1.3.1

2 release files

1.3.0

2 release files

1.2.70

2 release files

1.2.69

2 release files

1.2.67

2 release files

1.2.63

2 release files

1.2.62

2 release files

1.2.60

2 release files

1.2.49

2 release files

1.2.48

2 release files

1.2.47

2 release files

1.2.46

2 release files

1.2.45

2 release files

1.2.44

2 release files

1.2.43

2 release files

1.2.42

2 release files

1.2.40

2 release files

1.2.39

2 release files

1.2.38

2 release files

1.2.37

2 release files

1.2.36

2 release files

1.2.35

2 release files

1.2.34

2 release files

1.2.33

2 release files

1.2.32

2 release files

1.2.31

2 release files

1.2.29

2 release files

1.2.25

2 release files

1.2.24

2 release files

1.2.23

2 release files

1.2.22

2 release files

1.2.21

2 release files

1.2.19

2 release files

1.2.18

2 release files

1.2.17

2 release files

1.2.16

2 release files

1.2.15

2 release files

1.2.14

2 release files

1.2.13

2 release files

1.2.12

2 release files

1.2.11

2 release files

1.2.10

2 release files

1.2.9

2 release files

1.2.8

2 release files

1.2.7

2 release files

1.2.6

2 release files

1.2.5

2 release files

1.2.4

2 release files

1.2.3

2 release files

1.2.2

2 release files

1.2.0

2 release files

1.1.18

2 release files

1.1.17

2 release files

1.1.16

2 release files

1.1.15

2 release files

1.1.14

2 release files

1.1.13

2 release files

1.1.12

2 release files

1.1.11

2 release files

1.1.10

2 release files

1.1.9

2 release files

1.1.8

2 release files

1.1.7

2 release files

1.1.6

2 release files

1.1.5

2 release files

1.1.4

2 release files

1.1.3

2 release files

1.1.2

2 release files

1.1.1

2 release files

1.1.0

2 release files

1.0.9

2 release files

1.0.8

2 release files

1.0.7

2 release files

1.0.6

2 release files

1.0.5

2 release files

1.0.4

2 release files

1.0.3

2 release files

1.0.2

2 release files

1.0.1

2 release files

1.0.0

2 release files

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page