dipeo-backend — community dipeo-backend, community, ide skills, Claude Code, Cursor, Windsurf

v1.0.0
GitHub

About this Skill

Ideal for Advanced Backend Agents requiring comprehensive FastAPI server management and MCP integration. Agent building tools via block diagram UI

sorryhyun sorryhyun
[12]
[2]
Updated: 2/6/2026

Agent Capability Analysis

The dipeo-backend skill by sorryhyun is an open-source community AI agent skill for Claude Code and other IDE workflows, helping agents execute tasks with better context, repeatability, and domain-specific guidance.

Ideal Agent Persona

Ideal for Advanced Backend Agents requiring comprehensive FastAPI server management and MCP integration.

Core Value

Empowers agents to manage complex backend ecosystems, including database schema initialization via persistence_manager.py, leveraging FastAPI and CLI tools for seamless execution and debugging, all while integrating with MCP for robust functionality.

↓ Capabilities Granted for dipeo-backend

Debugging logs and understanding codebase via block diagram UI
Initializing and managing database schema for optimized performance
Executing read-only tasks and reviewing configurations for enhanced security

! Prerequisites & Limits

  • Requires Python environment
  • Limited to FastAPI server and specific CLI tools
  • Database schema initialization restricted to persistence_manager.py
Labs Demo

Browser Sandbox Environment

⚡️ Ready to unleash?

Experience this Agent in a zero-setup browser environment powered by WebContainers. No installation required.

Boot Container Sandbox

dipeo-backend

Install dipeo-backend, an AI agent skill for AI agent workflows and automation. Works with Claude Code, Cursor, and Windsurf with one-command setup.

SKILL.md
Readonly

DiPeO Backend Router

Domain: Backend ecosystem including FastAPI server (server/), CLI tools (cli/), message store, and MCP integration. Database schema initialization is in /dipeo/infrastructure/execution/state/persistence_manager.py (package-maintainer domain).

Quick Decision: Skill or Agent?

✅ Handle Directly (This Skill)

  • Simple changes: <20 lines, 1-2 files
  • Read-only tasks: Understanding code, reviewing configs, debugging logs
  • Documentation lookup: CLI help, API signatures, database schema
  • Small config tweaks: Environment variables, command flags

❌ Escalate to Agent

  • Complex features: Multi-file changes, new CLI commands, database migrations
  • Architecture changes: New API endpoints, MCP tool implementation
  • Cross-cutting concerns: Affects CLI + database + execution engine
  • Uncertain scope: Not sure how many files will change

Agent: Task(dipeo-backend, "your detailed task description")

Documentation Sections (Load On-Demand)

Use Skill(doc-lookup) with these anchors when you need detailed context:

Core Responsibilities:

  • docs/agents/backend-development.md#core-responsibilities - CLI, FastAPI server, database, MCP server

Implementation Patterns:

  • docs/agents/backend-development.md#common-patterns - CLI, background execution, database, MCP patterns

Troubleshooting:

  • docs/agents/backend-development.md#troubleshooting - Server, CLI, database, MCP issues

MCP Integration:

  • docs/features/mcp-server-integration.md#quick-start - Setup and usage guide
  • docs/features/chatgpt-mcp-integration.md#quick-start - ChatGPT connection

Example doc-lookup call:

bash
1python .claude/skills/doc-lookup/scripts/section_search.py \
2  --query "cli-commands" \
3  --paths docs/agents/backend-development.md \
4  --top 1

Escalation to Other Agents

To dipeo-package-maintainer: Execution handlers, service architecture, domain models, LLM infrastructure To dipeo-codegen-pipeline: GraphQL schema changes, generated type issues, TypeScript specs

Typical Workflow

  1. Assess task complexity: Simple (handle) vs. complex (escalate)
  2. If simple: Load relevant section via Skill(doc-lookup)
  3. Execute: Make changes or provide answer
  4. If complex: Escalate with Task(dipeo-backend, "task details")

FAQ & Installation Steps

These questions and steps mirror the structured data on this page for better search understanding.

? Frequently Asked Questions

What is dipeo-backend?

Ideal for Advanced Backend Agents requiring comprehensive FastAPI server management and MCP integration. Agent building tools via block diagram UI

How do I install dipeo-backend?

Run the command: npx killer-skills add sorryhyun/DiPeO. It works with Cursor, Windsurf, VS Code, Claude Code, and 19+ other IDEs.

What are the use cases for dipeo-backend?

Key use cases include: Debugging logs and understanding codebase via block diagram UI, Initializing and managing database schema for optimized performance, Executing read-only tasks and reviewing configurations for enhanced security.

Which IDEs are compatible with dipeo-backend?

This skill is compatible with Cursor, Windsurf, VS Code, Trae, Claude Code, OpenClaw, Aider, Codex, OpenCode, Goose, Cline, Roo Code, Kiro, Augment Code, Continue, GitHub Copilot, Sourcegraph Cody, and Amazon Q Developer. Use the Killer-Skills CLI for universal one-command installation.

Are there any limitations for dipeo-backend?

Requires Python environment. Limited to FastAPI server and specific CLI tools. Database schema initialization restricted to persistence_manager.py.

↓ How To Install

  1. 1. Open your terminal

    Open the terminal or command line in your project directory.

  2. 2. Run the install command

    Run: npx killer-skills add sorryhyun/DiPeO. The CLI will automatically detect your IDE or AI agent and configure the skill.

  3. 3. Start using the skill

    The skill is now active. Your AI agent can use dipeo-backend immediately in the current project.

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