What is an inter-phase contract?

It is a set of metadata generated by the Plan skill that tells the next tool (RPI-Implement) exactly how to process chunks, including the execution order and completion criteria.

What is the RPI Plan skill?

It is a context engineering tool that converts research into detailed, executable implementation plans formatted for AI coding assistants like Claude.

How does chunking improve the coding process?

Chunking breaks down features into atomic units, each with its own files, tests, and dependencies, ensuring that AI assistants process code in manageable, error-free increments.

Do I need a research document to use this skill?

Yes, this skill relies on a structured research document (typically created in the RPI-Research phase) to extract the context needed for planning.

Intelligent Implementation Planner

Name: Intelligent Implementation Planner
Author: SireJeff

bySireJeff

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Productivity & Workflow

Generates structured, chunk-based implementation plans from research documents to bridge the gap between analysis and execution.

The RPI Plan skill is a specialized context engineering tool designed to transform complex research findings into actionable, atomic implementation units. By organizing development tasks into sequential 'chunks,' it provides a rigorous roadmap for Claude to follow during the coding phase. Each plan includes explicit dependency mapping, file-specific action items with line numbers, risk assessments, and verification tests. This skill is essential for maintaining project integrity during large-scale refactors or feature additions, ensuring that every code change is planned, tested, and reversible within a structured AI-driven workflow.

Key Features

01Standardized inter-phase contracts for seamless implementation handoff

025 GitHub stars

03Chunk-based todolist generation with atomic action items

04Detailed per-todo context including file paths, line numbers, and risks

05Automated dependency mapping between implementation units

06Integrated verification checklists and per-chunk rollback strategies

Use Cases

01Breaking down complex feature requests into manageable development steps

02Generating structured roadmaps for automated code implementation agents

03Planning precise, verified refactoring tasks for large codebases

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add sirejeff/k0ntext plan

For use in Claude.ai and ChatGPT

Download Skill