okf-slices

Manage codebase knowledge with lifecycle slice cards and automated updates.

103|1|Updated Jun 9, 2026
One-click install
npx skills add https://github.com/blueif16/PiFlow --skill okf-slices
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: okf-slices
Source: https://github.com/blueif16/PiFlow/tree/main/.claude/skills/okf-slices
Command: npx skills add https://github.com/blueif16/PiFlow --skill okf-slices

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires piflow, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill provides a comprehensive understanding of codebases, allowing users to maintain and update code knowledge effectively.

Core Features & Use Cases

  • Codebase Understanding: Facilitates understanding of complex codebases, providing maps and details about functionality, logic, and lifecycles.
  • Slice Management: Helps in creating and managing "slices" which are lifecycle cards tracing functionalities, pointing to implementation files and invariants.
  • Automated Updates: Keeps the code understanding up-to-date by automatically updating slices after merges and code changes.

Quick Start

Load the 'okf-slices' skill and use it to understand a specific code area, e.g., by running 'piflowctl understand "function name" | --check'.

Frequently Asked Questions about okf-slices

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

FAQPage Schema
How do I maintain code understanding of a complex codebase after merges and changes?

To maintain code understanding of a complex codebase, use slice cards to trace functionalities and point to implementation files. This approach provides maps detailing logic and lifecycles, ensuring knowledge persists across development workflows.

What is a slice in the context of codebase maintenance?

A slice in codebase maintenance is a lifecycle card that traces specific functionalities. It points directly to implementation files and invariants, providing a structured map of code logic and lifecycle details for developers.

How do I start understanding a specific function using piflow?

To start understanding a specific function with piflow, load the skill and run a command like 'piflowctl understand "function name"'. This generates a slice card mapping the logic and lifecycle of that code area.

Do I need Git knowledge to use slice management for code understanding?

Yes, you need Git knowledge and a well-structured codebase to use slice management. Familiarity with piflow tools is also required to effectively manage and update code understanding within your development workflow.

Can I automatically update code knowledge when code changes occur?

Yes, you can automatically update code knowledge when code changes occur. The slice management system keeps your code understanding up-to-date by automatically refreshing slice cards after merges and modifications.

What is the best way to map functionality and invariants in a software engineering workflow?

The best way to map functionality and invariants is by creating slice cards that trace lifecycles and point to implementation files. This method maintains comprehensive code understanding throughout development and maintenance workflows.