Claude-skill-registry dipeo-backend

Router skill for DiPeO backend ecosystem (server/ and cli/): FastAPI server, CLI tools, database, MCP integration. Use when task mentions CLI commands, server endpoints, database queries, or MCP tools. For simple tasks, handle directly; for complex work, escalate to dipeo-backend agent.

install

source · Clone the upstream repo

git clone https://github.com/majiayu000/claude-skill-registry

Claude Code · Install into ~/.claude/skills/

T=$(mktemp -d) && git clone --depth=1 https://github.com/majiayu000/claude-skill-registry "$T" && mkdir -p ~/.claude/skills && cp -r "$T/skills/data/dipeo-backend" ~/.claude/skills/majiayu000-claude-skill-registry-dipeo-backend && rm -rf "$T"

manifest: skills/data/dipeo-backend/SKILL.md

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:

python .claude/skills/doc-lookup/scripts/section_search.py \
  --query "cli-commands" \
  --paths docs/agents/backend-development.md \
  --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

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