project-development - Design LLM-powered projects and pipelines
Evaluates LLM task fit and guides project-level pipeline architecture, cost estimation, structured outputs, and agent-assisted iteration.
Tags
Updated: 2026-10-06Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Evaluate task-model fit
- Prototype representative tasks manually
- Design staged pipelines
- Estimate token and API costs
- Choose single-agent architectures
- Design structured output contracts
- Structure agent-assisted iteration
- Track pipeline state with files
Inputs
- Project goals
- Project constraints
- Representative task input
- Source data
- Model pricing
- Expected item count
- Pipeline output requirements
Outputs
- Task-model fit decision
- Pipeline architecture
- Cost estimate
- Structured output contract
- Iteration plan
- Pipeline state files
Requirements
- LLM access
- Agent-capable model for agent-assisted development
- File system access