swarms is agent-read markdown (skill) from kyegomez/swarms: Build agents and multi-agent systems with the Swarms framework — the Agent class, tools, autonomous loops, memory, and the 15+ multi-agent architectures (SequentialWorkflow, ConcurrentWorkflow, GraphWorkflow, HierarchicalSwarm, SwarmRouter, and more). Use whenever writing, reviewing, or debugging code that imports `swarms`..
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.
mdr add kyegomez/swarms/swarms@git:20260904.072e6d5mdr add kyegomez/swarms/swarms@sha256:d01c254893bed602Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
[](https://markdownregistry.com/a/art_mnfi25z3rgjmgel7)
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| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260904.072e6d5 latest | 2026-09-04 | 072e6d5 | 22,206 B | A | view · diff |
| git:20260823.07f3bd3 | 2026-08-23 | 07f3bd3 | 22,210 B | A | view |
kyegomez/swarms · 7,135 stars · license Apache-2.0 · pushed 2026-09-06 · branch master
GET https://markdownregistry.com/api/v1/artifacts/art_mnfi25z3rgjmgel7 GET https://markdownregistry.com/api/v1/resolve?ref=kyegomez/swarms/swarms GET https://markdownregistry.com/api/v1/blob/d01c254893bed602cb9d3995c313032b1299b5728a83421d6c0538ea4904c7b2