Notre avis
Route les tâches de développement backend DiPeO vers un traitement direct ou une escalade vers un agent, selon leur complexité.
Points forts
- Décision rapide entre tâches simples et complexes, économisant du temps.
- Intégration avec les scripts doc-lookup pour obtenir du contexte précis.
- Chemins d'escalade clairs vers d'autres agents spécialisés (package-maintainer, codegen-pipeline).
- Documentation claire sur les motifs d'implémentation et le dépannage.
Limites
- Limitée aux modifications simples (<20 lignes, 1-2 fichiers) – les tâches complexes doivent être escaladées.
- Nécessite que l'utilisateur décrive précisément sa tâche pour une décision correcte.
- Ne couvre que l'écosystème backend DiPeO (serveur, CLI, base de données, MCP).
Utilisez cette compétence lorsque vous travaillez sur le backend DiPeO, que ce soit pour lire du code, modifier des configurations ou exécuter des tâches simples.
Évitez cette compétence si votre tâche concerne le frontend, l'architecture transverse ou nécessite des modifications complexes multi-fichiers échappant à sa portée.
Analyse de sécurité
PrudenceThe skill itself is a router that does not contain destructive payloads, but it allows Bash execution and delegates to more powerful agents. The potential for misuse through complex tasks or chained calls warrants caution.
- •Includes Bash as an allowed tool, which could be used to execute arbitrary commands if task handling is not properly constrained.
- •Escalation to dipeo-backend agent or other skills may introduce broader risks if those downstream components have fewer safeguards.
Exemples
Show me the current CLI help for the dipeo command.Explain the database schema from /dipeo/infrastructure/execution/state/persistence_manager.py.Add a new environment variable 'LOG_LEVEL' to the FastAPI server configuration and make it configurable via .env file.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. allowed-tools: Read, Grep, Glob, Bash, Skill
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 guidedocs/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")
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