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    Agent Continuity Curator

    by Lee Geissbuhler

    Maintain durable, lean, and consistent AI agent memory across sessions while preventing context bloat and data leaks.

    Updated May 2026
    Security scanned
    One-time purchase
    Codex CLI

    $29

    · or 145 credits

    One-time purchase

    30-day refund guarantee

    Secure checkout via Stripe

    Included in download

    • Generate a HANDOFF.md to pass project context between different AI sessions.
    • Build a Hermes-compatible SOUL.md and USER.md within strict character limits.
    • file_read, file_write automation included
    • Ready for Codex CLI
    • Instant install

    Sample Output

    A real example of what this skill produces.

    Updated ~/.hermes/memories/USER.md (1,120/1,375 chars) [+] Added Preference: User prefers early returns over nested if-blocks. [+] Added Fact: Uses Vitest for frontend testing. [-] Pruned: Obsolete project 'legacy-auth-v1' details. Privacy Check: No API keys or credentials detected.

    About This Skill

    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.

    Use Cases

    • Generate a HANDOFF.md to pass project context between different AI sessions.
    • Build a Hermes-compatible SOUL.md and USER.md within strict character limits.
    • Architect a persistent working memory system for a high-complexity codebase.
    • Compress 10+ chat sessions into a single, high-density MEMORY.md file.

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    Security Scanned

    Passed automated security review

    Permissions

    Read Files
    Write Files

    File Scopes

    **/*.md

    Reads existing Markdown memory/handoff files and writes updated Markdown outputs such as MEMORY.md, USER.md, SOUL.md, USER_PROFILE.md, WORKING_MEMORY.md, OBSERVATIONS.md, and HANDOFF.md. No network, shell, browser, or environment-variable access is required.

    Tags

    memory-management
    context-optimization
    hermes
    ai-agents
    productivity

    No runtime dependencies. Works with SKILL.md-compatible agents including Claude Code, Codex CLI, Cursor, VS Code Copilot, Gemini CLI, and OpenClaw. Includes Hermes-compatible MEMORY.md and USER.md budgets.

    Creator

    Lee Geissbuhler

    Frequently Asked Questions

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