DiPeO Codegen Pipeline Router
Domain: Complete TypeScript → IR → Python/GraphQL pipeline (/dipeo/models/src/, /dipeo/infrastructure/codegen/, generated code diagnosis).
Quick Decision: Skill or Agent?
✅ Handle Directly (This Skill)
- •Simple lookups: Understanding codegen workflow, reviewing TypeScript specs
- •Read-only tasks: Checking generated code structure, reviewing IR output
- •Pattern reference: snake_case naming rules, type mapping examples
- •Small spec tweaks: Minor TypeScript field changes (<5 lines, 1 file)
- •Workflow questions: "How do I run codegen?", "What's the IR structure?"
❌ Escalate to Agent
- •New node types: Creating complete TypeScript specs with IR builders
- •IR builder changes: Modifying AST processing, type conversion logic
- •Generated code diagnosis: Tracing why generated code is wrong
- •Template modifications: Changing Jinja templates for code generation
- •Complex spec changes: Multi-field changes affecting multiple generated files
- •Type system updates: Changes to UnifiedTypeConverter or type mappings
Agent: Task(dipeo-codegen-pipeline, "your detailed task description")
Documentation Sections (Load On-Demand)
Use Skill(doc-lookup) with these anchors when you need detailed context:
Part 1: TypeScript Model Design:
- •
docs/agents/codegen-pipeline.md#your-role-as-model-architect- Model locations and structure - •
docs/agents/codegen-pipeline.md#type-system-design-principles- CRITICAL: snake_case and type safety - •
docs/agents/codegen-pipeline.md#workflows- Creating/modifying node types
Part 2: IR Builder System:
- •
docs/agents/codegen-pipeline.md#ir-builder-architecture- Architecture and directory structure - •
docs/agents/codegen-pipeline.md#pipeline-system- Pipeline, type conversion, AST processing
Part 3: Code Generation:
- •
docs/agents/codegen-pipeline.md#template-system- Templates and generated code structure - •
docs/agents/codegen-pipeline.md#generation-workflow- Complete make codegen workflow
Part 4: Diagnosis:
- •
docs/agents/codegen-pipeline.md#your-critical-responsibility- Tracing TypeScript → IR → Python
Part 5 & 6: Workflow & Collaboration:
- •
docs/agents/codegen-pipeline.md#complete-workflow- End-to-end steps and validation - •
docs/agents/codegen-pipeline.md#when-to-engage-other-agents- Escalation paths
Example doc-lookup call:
python .claude/skills/doc-lookup/scripts/section_search.py \ --query "naming-standards" \ --paths docs/agents/codegen-pipeline.md \ --top 1
Escalation to Other Agents
To dipeo-package-maintainer: Runtime handler issues, service architecture (if generated code is correct) To dipeo-backend: GraphQL schema deployment, server config (if generation is correct)
Typical Workflow
- •Assess complexity: Simple lookup/guidance vs. complex generation task
- •If simple: Load relevant section via
Skill(doc-lookup), provide guidance - •If diagnosis needed: Trace TypeScript → IR → Python (use diagnosis docs)
- •If complex: Escalate with
Task(dipeo-codegen-pipeline, "task details")