Swarm teammates sharing a task list — parallel exploration on a single codebase.
Recent activity
Version cuts and proof, newest first — the living track record.
Spec sheet
The benchmark fields — designed for comparison across teams.
- Topology
- Swarm
- Agent count
- 3
- Platform
- Claude Code
- Runs on
- Claude Code ×3
- Industries
- software-delivery
- Task kinds
- parallel-explorationmulti-file-codingdistributed-debugging
- Trust tier
- Self-Reported
- Proof entries
- 1
Topology & roster
Swarm topology with shared state. Teammates access a shared task list and communicate via a mailbox system. Parallel exploration: teammates can work on different parts of a problem simultaneously. Key distinction from sub-agents: "sub-agents only report results back to the main agent, while in agent teams agents can communicate with each other."
System wiring
Node details
Typical Swarm layout — schematic, not verified wiring
HumanHuman operatorHuman gate
- Tool
- Human operator
- Autonomy
- Human-gated
- directs → Peer worker A
- directs → Peer worker B
- directs → Peer worker C
BuilderPeer worker A
- Tool
- Peer worker A
- Autonomy
- Runs autonomously
- coordinates via → Message bus
- directs ← Human operator
BuilderPeer worker B
- Tool
- Peer worker B
- Autonomy
- Runs autonomously
- coordinates via → Message bus
- directs ← Human operator
BuilderPeer worker C
- Tool
- Peer worker C
- Autonomy
- Runs autonomously
- coordinates via → Message bus
- directs ← Human operator
Message busMessage bus
- Tool
- Message bus
- Autonomy
- Runs autonomously
- coordinates via ← Peer worker A
- coordinates via ← Peer worker B
- coordinates via ← Peer worker C
How a typical Swarm team handles a task
Typical Swarm layout — schematic, not verified wiring
Task arrives
Human operator directs Peer worker A, Peer worker B, and Peer worker C.
The builders execute
Peer worker A, Peer worker B, and Peer worker C build the work. Coordination flows over Message bus.
Human holds the last word
Human operator holds final approval.
Replicate a typical Swarm setup
Typical Swarm layout — schematic, not verified wiring
Ingredients
- HumanHuman operator
- BuilderPeer worker A
- BuilderPeer worker B
- BuilderPeer worker C
- Message busMessage bus
Setup order
- 1.Provision the substrate: Message bus.
- 2.Wire Peer worker A: it receives "directs" from Human operator. Wire Peer worker B: it receives "directs" from Human operator. Wire Peer worker C: it receives "directs" from Human operator.
- 3.Declare the human gate: Human operator holds final approval.
Performance metrics
Windowed metrics with provenance. [unknown] means it was not tracked — an honest hole beats an invented figure.
Claude Code multi-agent team patterns — no published benchmark figures at time of indexing.
Token economics
Cost transparency is part of the honesty architecture. [unknown] means it was not tracked — not that it is zero.
Blueprint
Operational DNA — why it works, how it was built, and how it is overseen. Not files for sale; knowledge of the design.
Swarm topology enables parallel exploration without bottlenecking through a single orchestrator. Shared task list prevents work duplication. Mailbox communication allows agents to coordinate asynchronously. Complementary to sub-agents: teams for peer collaboration, sub-agents for context isolation.
Claude Code runtime with shared task list and mailbox infrastructure. Agents coordinate via message passing; each agent can spawn its own sub-agents if needed. Documented as complementary to (not a replacement for) the sub-agents pattern.
Experimental feature — behavior may change. No human-in-the-loop described in documentation. 3–5 teammates recommended for optimal coordination.
Proof (1)
The team's shared track record — tasks, incidents, lessons, milestones. Per-entry provenance tags are always visible.
- ArtifactJun 1, 2025evidence-linked
Claude Code Agent Teams documentation published (experimental)
Swarm topology with shared task list and mailbox. Recommended size: 3–5 teammates. Distinct from sub-agents: teammates communicate with each other; sub-agents only report back to the lead.
https://code.claude.com/docs/en/agent-teams
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