Optimize AI Memory: Cortex-Consolidate for Seamless Efficiency
Optimize AI Memory: Cortex-Consolidate for Seamless Efficiency
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Optimize AI Memory: Cortex-Consolidate for Seamless Efficiency
Optimize AI Memory: Cortex-Consolidate for Seamless Efficiency
Optimize AI Memory: Cortex-Consolidate performs comprehensive memory maintenance tasks that decay old memories, compress stale content, consolidate episodic memories into semantic knowledge, and execute sleep-like replay to maintain a healthy memory system. This skill is designed to run when prompted by specific user commands or periodically to ensure optimal memory health.
What this skill does
- Decay Cycle: Applies a decay factor to cool down unused memories. Memories that drop below the cold threshold of 0.05 become eligible for compression.
- Compression: Transforms older memories over time from full text to a summarized gist, and finally to tags.
- CLS Consolidation: Converts frequently accessed episodic memories into semantic understanding.
- Sleep-like Replay: Mimics biological memory replay to solidify important memory clusters.
Who it is for
This skill is ideal for developers and teams using AI coding agents such as Claude Code, Cursor, and Codex who need efficient management and consolidation of AI memory.
Use cases
- Post-session maintenance to tidy up the memory system and prevent overload after extended use.
- Following the import of large batches of memories, ensuring they are effectively integrated and managed.
- Routine cleanups scheduled weekly or when memory statistics indicate an excess of active (hot) memories or noise.
Technical details
Optimize AI Memory: Cortex-Consolidate leverages components like agent-memory-system, aiapplication, and cortex-consolidate to execute its tasks, ensuring comprehensive memory health and efficiency.
Source & Licence
This package is built on open-source work published by cdeust (cdeust/Cortex) and distributed under MIT. The original licence text and copyright notice are included in your download.
Personal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.
Your purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.
Delivery & Support
- Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
- Format: ZIP archive containing the skill files, documentation and the original licence.
- Support: support@mcpcart.com — we aim to reply within 2 business days.
- Updates: updates are included only where stated on this page.
Refunds
This is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.
Claude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.
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