菜单
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.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
Router skill for DiPeO code generation pipeline (TypeScript specs → IR → Python/GraphQL). Use when task mentions TypeScript models, IR builders, generated code diagnosis, or codegen workflow. For simple tasks, handle directly; for complex work, escalate to dipeo-codegen-pipeline agent.
Router skill for DiPeO frontend (React, visual editor, GraphQL integration, TypeScript types). Use when task mentions React components, diagram editor, GraphQL hooks, or type errors. For simple tasks, handle directly; for complex work, escalate to dipeo-frontend-dev agent.
Router skill for DiPeO runtime Python code (execution handlers, service architecture, domain models, LLM infrastructure). Use when task mentions node handlers, EventBus, ServiceRegistry, Envelope pattern, or domain logic. For simple tasks, handle directly; for complex work, escalate to dipeo-package-maintainer agent.
Locate and retrieve specific documentation sections from DiPeO's docs/ by heading anchors or keywords. Returns minimal, targeted excerpts instead of full files. Use when you need precise documentation context without loading entire guides.
Update and maintain documentation to reflect current implementation after code changes, refactoring, or new features. Remove temporal language, verify accuracy against code, and keep docs current. Use when updating docs, syncing documentation, removing outdated info, or after implementing features.
Test implementation of thin router skill for DiPeO backend. Provides decision criteria and documentation anchors for FastAPI server, CLI (dipeo run/results/metrics/compile/export), SQLite schema, and MCP integration in apps/server/. Use when task mentions CLI commands, server endpoints, database queries, or MCP tools.
| name | dipeo-backend |
| description | 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. |
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).
Agent: Task(dipeo-backend, "your detailed task description")
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 serverImplementation Patterns:
docs/agents/backend-development.md#common-patterns - CLI, background execution, database, MCP patternsTroubleshooting:
docs/agents/backend-development.md#troubleshooting - Server, CLI, database, MCP issuesMCP Integration:
docs/features/mcp-server-integration.md#quick-start - Setup and usage guidedocs/features/chatgpt-mcp-integration.md#quick-start - ChatGPT connectionExample doc-lookup call:
python .claude/skills/doc-lookup/scripts/section_search.py \
--query "cli-commands" \
--paths docs/agents/backend-development.md \
--top 1
To dipeo-package-maintainer: Execution handlers, service architecture, domain models, LLM infrastructure To dipeo-codegen-pipeline: GraphQL schema changes, generated type issues, TypeScript specs
Skill(doc-lookup)Task(dipeo-backend, "task details")