unicity-aos/capsule-react

Health v2 · maintenance only

Flags: young

Adoption not part of the score

5053 stars · 13 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

A Rust ReAct loop coordinator that implements a stateless state machine for the reasoning-and-action cycle in agent systems. It is part of the Unicity AOS/Astrid OS ecosystem, orchestrating session, identity, prompt-building, provider, and tool-routing capsules over an IPC event bus without performing inference or tool execution itself.

Use cases

• coordinate a ReAct reasoning-and-action loop for an LLM agent
• orchestrate multiple agent capsules over an IPC event bus
• swap agent orchestration strategies like debate or chain-of-verification
• build a stateless state machine for streaming LLM turns and tool calls
• separate agent control flow from inference and tool execution

When to choose

• you are building agents within the Unicity AOS/Astrid OS capsule model
• you want pure orchestration control flow decoupled from LLM providers and tools
• you need a Rust/WASM state machine for the ReAct cycle

When to avoid

• you need a full agent framework with built-in LLM calls, tools, or memory
• you want a standalone agent runtime outside the AOS capsule ecosystem
• you need conversation history persistence, which lives in the session capsule

Facets

library · maturity active

agent-framework llm-inference workflow-automation middleware large-language-models developer-tools rust wasm react-loop state-machine orchestration ipc capsule agent-architecture ai-agents

Member repositories

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markdown · JSON · MCP: product_card(name="unicity-aos/capsule-react")