by prime-radiant-inc · Agent Tool · ★ 51
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🌱 Sprout A self-improving, multi-agent AI system that decomposes tasks and delegates to specialist agents. Sprout is an autonomous coding assistant built on a recursive agent architecture — where every action is a goal-directed delegation to a subagent. Overview Sprout operates on a simple but powerful loop: A root agent receives your goal, breaks it into subgoals, and delegates each to a specialist. Specialists can be orchestrators themselves (delegating further) or leaf workers that execute primitives directly. The system learns from its mistakes — stumbles, failures, and inefficiencies are detected and fed into an asynchronous learning pipeline that mutates the agent genome over time. Key Concepts Agents all the way down — Every action is a delegation to a subagent. The root never executes tools directly. Genome — A git-backed knowledge base storing agent definitions, memories, routing rules, and learned behaviors. Every mutation is committed for full auditability and rollback. Primitives — The immutable kernel operations: , , , , , , , . Only leaf agents execute these. Learn signals — Failures, timeouts, retries, and inefficiencies are detected automatically.
| Stars | 51 |
| Forks | 7 |
| Language | TypeScript |
| Category | Agent Tool |
| Quality Score | 61.7698336289169/100 |
| Last Updated | 2026-05-21 |
| Created | 2026-02-25 |
| Platforms | node |
| Est. Tokens | ~427k |
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sprout is An experimental agentic tool. It is categorized as a Agent Tool with 51 GitHub stars.
sprout is primarily written in TypeScript.
You can find installation instructions and usage details in the sprout GitHub repository at github.com/prime-radiant-inc/sprout. The project has 51 stars and 7 forks, indicating an active community.