CORE

Load and enforce PAI identity, response format, and operating principles at session start.

Updated Dec 28, 2025
One-click install
npx skills add https://github.com/aryateja2106/Lecoder-PAI --skill core-aryateja2106
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: CORE
Source: https://github.com/aryateja2106/Lecoder-PAI/tree/main/.claude/Skills/CORE
Command: npx skills add https://github.com/aryateja2106/Lecoder-PAI --skill core-aryateja2106

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

CORE defines and auto-loads the PAI identity, mandatory response format, and core operating principles at session start to ensure consistent behavior and observability.

Core Features & Use Cases

  • Auto-load of CORE context at session start to establish baseline identity and preferences.
  • Mandatory response format & session governance to drive deterministic, observable interactions.
  • CLI-first orchestration and triggers via USE WHEN to route tasks, delegations, and security protocols.

Quick Start

Ask the AI to initialize CORE context at session start.

Frequently Asked Questions about CORE

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

FAQPage Schema
How do I enforce a consistent AI response format at the start of every session?

To enforce a consistent AI response format at session start, load a core identity module that applies baseline operating principles, security protocols, and mandatory formatting rules automatically.

What is deterministic CLI-first orchestration for AI session management?

Deterministic CLI-first orchestration is a routing pattern that uses explicit triggers to delegate tasks and apply security protocols, ensuring observable and predictable AI interactions.

How do I auto-load identity and operating preferences when an AI session starts?

To auto-load identity and preferences at session start, initialize a core context module that establishes baseline behavior, stack preferences, and governance rules before processing user inputs.

Do I need any external dependencies to establish core PAI identity and governance?

No external dependencies are required to establish core PAI identity and governance; the core context enforces response formats and routing rules internally using standard YAML frontmatter.

Why does my AI assistant lose its core identity and formatting rules between sessions?

AI assistants lose core identity between sessions because state is not persisted by default; loading a core context module at session start re-establishes baseline preferences and operating principles.

When should I not use a core context module for AI session governance?

You should not use a core context module for AI session governance if your workflow requires dynamic, undeclared identity switching or if strict deterministic routing conflicts with ad-hoc task delegation.