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 1.148.0

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 1.148.0
File Size Uploaded
swarmkit_runtime-1.148.0.tar.gz 762.5 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for swarmkit-runtime 1.148.0
File Interpreter ABI Platform
swarmkit_runtime-1.148.0-py3-none-any.whl Python 3 none any Details

Total release size:1.3 MB

Release files / swarmkit_runtime-1.148.0.tar.gz

Download URL swarmkit_runtime-1.148.0.tar.gz
Size 762.5 kB
Tags Source
SHA-256 checksum
How to use checksums
cf908c2d54e726a734f185bdc9cda665e6c0ed85b413326115277ab5a0670ecf
BLAKE2b-256 checksum
How to use checksums
443618a4264a16201aba8786978a2633b0f4dddea1e2078d78bd39029a4d0033
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via uv/0.12.1 {"installer":{"name":"uv","version":"0.12.1","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-1.148.0-py3-none-any.whl

Download URL swarmkit_runtime-1.148.0-py3-none-any.whl
Size 587.2 kB
Tags Python 3
SHA-256 checksum
How to use checksums
6390bea27c399f5d969a1be57c9c60554b420fc6fbfcfb0ce4ce59d738d68b24
BLAKE2b-256 checksum
How to use checksums
e7804c65dae55b025aa785d8440ef775d9d976e2cf3ff303d7d000473fd4227a
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via uv/0.12.1 {"installer":{"name":"uv","version":"0.12.1","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

1.148.0 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