project-development - Plan and iterate LLM-powered projects
Guides task-model evaluation, pipeline architecture, structured outputs, agent-assisted iteration, and cost estimation for LLM-powered projects.
Tags
Updated: 2026-09-28Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Evaluate task-model fit
- Prototype representative tasks
- Design staged pipelines
- Track state with files
- Specify structured outputs
- Iterate agent-assisted implementations
- Estimate processing costs
- Choose agent architectures
Inputs
- Project goals and constraints
- Representative task example
- Target model access
- Source data
- Output format requirements
- Processing volume estimates
Outputs
- Task-model fit assessment
- Project architecture plan
- Pipeline stage definitions
- Intermediate processing files
- Structured prompts and parsers
- Cost and scale estimates
Requirements
- LLM-capable model
- Model interface or API
- File system access
- Agent-assisted development support