prime-radiant-inc/sprout

Experimental self-improving multi-agent coding system: a root agent recursively decomposes goals and delegates to specialist subagents, learning from failures by mutating a git-backed agent genome. Supports Claude, GPT, and Gemini.

This repository also configures its own agents. See what sprout tells them →

111Stars on the repository
28Mods indexed here, across every type
2mo agoLast push, which is what freshness is scored on
noneNo LICENSE: all rights reserved, so bodies are not copied

architect

01

prime-radiant-inc/sprout

Agent Claude Code

Ask when consequential design choices must be settled before or during implementation — investigates context, compares approaches, and records decisions.

not rated 111 2mo ago A 24 tokens

archivist

02

prime-radiant-inc/sprout

Agent Claude Code

Memory investigation, synthesis, and authorized curation when surfaced memories are insufficient.

not rated 111 2mo ago A 18 tokens

debugger

03

prime-radiant-inc/sprout

Agent Claude Code

Systematically diagnose and fix bugs: find root cause before attempting any fix.

not rated 111 2mo ago A 17 tokens

metacognitive

04

prime-radiant-inc/sprout

Agent Claude Code

Observe Sprout's live session behavior and send concise guidance when it is drifting, stuck, or missing an important instruction.

not rated 111 2mo ago A 27 tokens

project-explorer

05

prime-radiant-inc/sprout

Agent Claude Code

Explore and understand unfamiliar codebases, map architecture, and synthesize structural insights.

not rated 111 2mo ago A 19 tokens

quartermaster

06

prime-radiant-inc/sprout

Agent Claude Code

Ask when you need to know what Sprout agents, tools, or MCP servers are available, need a reusable capability plan, or need a new specialist built; not for local command/runtime/cwd checks.

not rated 111 2mo ago A 43 tokens

qm-indexer

08

prime-radiant-inc/sprout

Agent Claude Code

Discover and index available capabilities across agents, tools, and MCP servers.

not rated 111 2mo ago A 17 tokens

qm-planner

09

prime-radiant-inc/sprout

Agent Claude Code

Plan how to accomplish goals by combining available tools, agents, and MCP capabilities.

not rated 111 2mo ago A 19 tokens

qm-session-doctor

12

prime-radiant-inc/sprout

Agent Claude Code

Diagnose whether Sprout is learning effectively from sessions, stumbles, metrics, and pending evaluations.

not rated 111 2mo ago A 24 tokens

qm-sprout-architect

13

prime-radiant-inc/sprout

Agent Claude Code

Explain Sprout internals and advise on changes using architecture resources plus source verification.

not rated 111 2mo ago A 22 tokens

tech-lead

14

prime-radiant-inc/sprout

Agent Claude Code

Manage the full implementation cycle for a single task: dispatch engineer, run two-stage review, iterate until approved.

not rated 111 2mo ago A 25 tokens

engineer

15

prime-radiant-inc/sprout

Agent Claude Code

Implement a single task from a plan: write code, write tests, commit, and report status.

not rated 111 2mo ago B 22 tokens

quality-reviewer

16

prime-radiant-inc/sprout

Agent Claude Code

Review implementation code quality: cleanliness, testing, maintainability, and design.

not rated 111 2mo ago A 18 tokens

spec-reviewer

17

prime-radiant-inc/sprout

Agent Claude Code

Review whether an implementation matches its task specification — nothing more, nothing less.

not rated 111 2mo ago A 18 tokens

the-balcony

18

prime-radiant-inc/sprout

Agent Claude Code

Private sidecar commentator for the human; watches root sessions without steering them.

not rated 111 2mo ago A 18 tokens

command-runner

19

prime-radiant-inc/sprout

Agent Claude Code

Ask to run shell commands — build, test, install, git, or any CLI tool — and get back execution findings.

not rated 111 2mo ago B 28 tokens

editor

20

prime-radiant-inc/sprout

Agent Claude Code

Ask to create named files or make targeted edits — acts directly when targets are decisive, reads only when context is missing.

not rated 111 2mo ago A 25 tokens

mcp

21

prime-radiant-inc/sprout

Agent Claude Code

Ask to interact with external services via MCP (Model Context Protocol) — list available servers, discover their tools, and call them with arguments.

not rated 111 2mo ago A 30 tokens

project-memory

22

prime-radiant-inc/sprout

Agent Claude Code

Ask to manage project memory documents — list, read, write, or search .md files in the project memory directory.

not rated 111 2mo ago A 26 tokens

reader

23

prime-radiant-inc/sprout

Agent Claude Code

Ask to find and read specific files or search for patterns — returns extracted information, not raw dumps. Use for quick targeted lookups, not broad exploration.

not rated 111 2mo ago A 32 tokens

task-manager

24

prime-radiant-inc/sprout

Agent Claude Code

Ask to track work items for this session — create tasks, list them by status, update progress, assign to agents, and add comments.

not rated 111 2mo ago A 30 tokens

At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: