CORE

CORE loads your PAI identity and mandatory response format at session startup, establishing deterministic behavior across all Claude Code interactions. This ensures consistent identity declaration and compliance with workflow routing and security protocols whenever users inquire about identity, response format, or delegation patterns.

Session-management in deterministic AI systems involves loading core context at startup to standardize identity reminders and response format. CORE enforces canonical operating principles, YAML frontmatter requirements, and TitleCase naming to guarantee traceable behavior and CLI-first workflow routing across all agent interactions.

Yes. CORE applies identity and response format compliance whenever users inquire about PAI identity, stack preferences, or delegation patterns. It enforces YAML frontmatter requirements and the USE WHEN clause in SKILL.md, guaranteeing deterministic structure and adherence to security protocols throughout your session.

CORE codifies core operating principles and establishes deterministic routing patterns loaded at session start. This enables predictable CLI-first delegation workflows where identity, response format, and workflow routing remain consistent and traceable across all interactions and user inquiries.

CORE automatically applies standardized identity and response format answers during session operations. It ensures that inquiries about PAI identity, response format, stack preferences, security protocols, or delegation patterns receive consistent, deterministic responses compliant with YAML frontmatter and workflow requirements.

YAML frontmatter and TitleCase naming enforce a canonical structure that makes behavior traceable and reproducible across sessions. These requirements, mandated in CORE's USE WHEN clause, guarantee deterministic system design and prevent ambiguity in identity declaration and response format routing.