Agent Continuity Curator

Persistent Intelligence Without the Bloat

The Agent Continuity Curator solves the short-lived session memory problem in AI agents. Instead of letting context windows fill up with redundant chat history and stale project details, this skill manages a structured system of durable memory files (like SOUL.md, MEMORY.md, and WORKING_MEMORY.md) to keep your agent consistent across sessions.

What it does

• Memory Architecture: Builds and maintains specialized files for persona (SOUL), user preferences (USER), and project state (WORKING_MEMORY).
• Context Compression: Summarizes long chat histories into compact, actionable insights while pruning noise.
• Hermes & Portable Modes: Supports both Hermes-native memory limits/delimiters and high-capacity portable formats for Claude, Cursor, and local agents.
• Safety & Privacy: Audits memory content to exclude PII, tokens, secrets, and unnecessary personal data retention.
• Intelligent Handoffs: Generates concise summaries that let a new agent instance pick up exactly where the last one left off.

Why use this skill?

Standard prompting often fails to maintain long-term behavioral consistency. This skill acts as a professional curator for your agent's working memory, enforcing strict memory budgets and organizational schemas. It helps your agent remember coding style and architectural decisions without wasting tokens on stale implementation details.