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 1.222.0

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 1.222.0
File Size Uploaded
swarmkit_runtime-1.222.0.tar.gz 1.0 MB Details

Built distribution (wheel)

Table of built distributions (wheels) for swarmkit-runtime 1.222.0
File Interpreter ABI Platform
swarmkit_runtime-1.222.0-py3-none-any.whl Python 3 none any Details

Total release size:1.8 MB

Release files / swarmkit_runtime-1.222.0.tar.gz

Download URL swarmkit_runtime-1.222.0.tar.gz
Size 1.0 MB
Tags Source
SHA-256 checksum
How to use checksums
8242c488c6b8cb977287a4eb4572df30c4649dbc7ab43e2a2a675eb0c6a7bef0
BLAKE2b-256 checksum
How to use checksums
e1b2c611a260a93ddbfad366ac88221dc773c1b2981d8cced54efd82cfee6e05
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via uv/0.12.15 {"installer":{"name":"uv","version":"0.12.15","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-1.222.0-py3-none-any.whl

Download URL swarmkit_runtime-1.222.0-py3-none-any.whl
Size 734.3 kB
Tags Python 3
SHA-256 checksum
How to use checksums
1e94b02b12c38ea06d02c340efd0685226bab4853b02cb914b28d952e8211986
BLAKE2b-256 checksum
How to use checksums
9f591296c24fe220af7083022a2970dfc91226de89b711cdd1529815882bc261
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via uv/0.12.15 {"installer":{"name":"uv","version":"0.12.15","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

1.222.0 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