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Independent project, not affiliated with Anthropic
existential-birds avatar

Deepagents Architecture

existential-birds/beagle
151 installs75 stars
Summary

This is a decision framework, not code. It walks you through five gates before you write any Deep Agents implementation: confirming you actually need Deep Agents over lighter alternatives like direct function calling, picking a backend (ephemeral StateBackend, disk-based FilesystemBackend, or persistent StoreBackend), deciding if subagents make sense for your task complexity, defining human-in-the-loop interrupts, and choosing custom middleware. Each gate requires a written artifact to pass. The tables comparing Deep Agents to LangChain LCEL or raw LangGraph are honest about when the overhead isn't worth it. Use this when architectural mistakes would be expensive to unwind later, or when you need to document why you chose CompositeBackend routing over a simpler setup.

Install to Claude Code

npx -y skills add existential-birds/beagle --skill deepagents-architecture --agent claude-code

Installs into .claude/skills of the current project.

CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
inference shell
inference shell
create and run specialised agents in minutes
build now →
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
inference shell
inference shell
create and run specialised agents in minutes
build now →
Files
SKILL.md

Select a file.

Featured
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
inference shell
inference shell
create and run specialised agents in minutes
build now →
Categories
Backend & APIsCode Review & Quality
First SeenJun 3, 2026
View on GitHub

More from existential-birds/beagle

All 40 skills →
  • Pydantic Ai Testing150
  • Pydantic Ai Dependency Injection143
  • Deepagents Implementation131
  • Deepagents Code Review123
  • Pydantic Ai Model Integration122
  • Github Projects121
  • React Flow1.1k
  • Langgraph Code Review884
  • Tailwind V4780
  • Python Code Review749
  • React Flow Advanced596
  • React Router V7539
  • React Flow Architecture487
  • Vitest Testing456
  • Docling443
  • Fastapi Code Review358
  • Shadcn Ui334
  • React Flow Implementation329
  • React Flow Code Review289
  • Langgraph Architecture282
  • Swiftui Code Review255
  • Tutorial Docs242
  • Zustand State242
  • Bubbletea Code Review240

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