project-development - Plan and iterate LLM-powered projects
Guides task evaluation, architecture design, structured-output pipelines, agent-assisted development, and cost estimation for LLM-powered projects.
Tags
Updated: 2026-09-29Capabilities
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
- Parse variable responses
- Iterate agent implementations
- Estimate processing costs
- Choose agent architectures
- Reduce unnecessary complexity
Inputs
- Project goals
- Project constraints
- Representative task example
- Target model
- Source data
- Output format requirements
- Item counts
- Token estimates
- Token prices
Outputs
- Task suitability assessment
- Architecture plan
- Pipeline design
- Prompt templates
- Parsing strategy
- Implementation iterations
- Cost estimate
- Final reports
- Generated files
- Pipeline state files
Requirements
- LLM access
- Agent-capable model for agent-assisted development
- File system access for pipeline state