implementation

Implement stored plans into code changes with tests and conventions.

Updated Feb 2, 2026
One-click install
npx skills add https://github.com/raultorres2603/ComplAI --skill implementation-raultorres2603
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: implementation
Source: https://github.com/raultorres2603/ComplAI/tree/main/.opencode/skills/implementation
Command: npx skills add https://github.com/raultorres2603/ComplAI --skill implementation-raultorres2603

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Implementation Skill automates turning a stored plan into concrete code changes, ensuring consistency with project conventions and test requirements.

Core Features & Use Cases

  • Load the plan from session memory and interpret each step.
  • Reuse existing project structure and references to minimize changes.
  • Validate changes with tests and update session memory when complete.

Quick Start

Load the plan from session memory and implement the next step following project conventions.

Frequently Asked Questions about implementation

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate turning a project plan into working code with tests?

Automating plan execution involves loading a stored plan, interpreting each step, reusing existing project structure, and validating changes with tests. This Skill executes that workflow by applying conventions and updating session memory upon completion.

How does session memory work when implementing code changes from a plan?

Session memory stores the project plan and tracks implementation progress. The Skill loads the next step from session memory, writes the code changes, runs validation tests, and then updates the memory to reflect completion.

Can I use this to write tests and configure infrastructure alongside code generation?

Yes, this Skill applies to writing code, adding endpoints or services, modifying behavior, writing tests, and configuring infrastructure. It automates these tasks by following stored plans and enforcing project conventions.

What's the best way to ensure new code matches existing project conventions?

To ensure consistency, this Skill references conventions and package maps during code generation. It reuses existing components and project structure to minimize changes and maintains alignment with established patterns.

Do I need a stored plan before starting code generation?

Yes, a stored plan in session memory is required. The Skill functions by loading the plan, interpreting each step sequentially, and turning those steps into concrete code changes validated by tests.

Why does code generation fail when reusing existing components is skipped?

Skipping component reuse causes inconsistency with project conventions. The Skill enforces referencing package maps and existing structures to minimize changes, ensuring generated code integrates properly and passes validation tests.