project-development

Evaluate task-model fit and design LLM project pipelines with structured outputs.

11|1|Updated Jul 5, 2010

Search Tags:#automation #architecture #LLM #pipeline #project-development

One-click install

npx skills add https://github.com/georgeguimaraes/dotfiles --skill project-development

Or copy as Structured Prompt for Agent▼

Please help me install this Agent Skill.
Skill: project-development
Source: https://github.com/georgeguimaraes/dotfiles/tree/main/dot_claude/skills/context-engineering/project-development
Command: npx skills add https://github.com/georgeguimaraes/dotfiles --skill project-development

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This skill provides a practical methodology for identifying tasks suited to LLM processing, designing project architectures, and iterating rapidly with agent-assisted development—covering ideation through deployment.

Core Features & Use Cases

Task-Model Fit Evaluation: decide whether a task is best solved by an LLM, traditional code, or hybrid approaches.
Pipeline Architecture: define canonical stages (acquire → prepare → process → parse → render) and file-system-based state management.
Structured Outputs: enforce parseable, machine-read outputs at each stage for easy debugging and re-run capabilities.
Agent-Assisted Development: rapid iteration by combining human intent with agent automation.
Cost & Timeline Estimation: rough guidance to plan scope and schedule.

Quick Start

Run an end-to-end batch with the included pipeline template. Command: python dot_claude/skills/context-engineering/project-development/scripts/pipeline_template.py all --batch-id demo-01