I gave the Hermes Agent TOP SKILL to Deepseek Harness and now he does EVERYTHING WITHOUT LIMIT 🔓

DeepSeek R1 vs. Hermes Agent
📌 Hermes Agent is widely favored for its persistent memory and continuous self-improvement capabilities, boasting over 240,000 GitHub stars.
📌 DeepSeek R1 is a highly competitive alternative with 210,000 GitHub stars, offering superior customization options through the use of Cordis.
📌 The primary technical differentiator is context management; Hermes archives data rather than deleting it, preventing the loss of critical user information during long sessions.

Implementing Persistent Memory in DeepSeek R1
🚀 Users can replicate the Hermes-style memory system within DeepSeek R1 without writing code by using natural language commands and a structured "contract" approach.
🛠️ The implementation process involves setting up a SQLite database for memory, defining global profiles, and creating a workspace definition that allows the agent to recall preferences across different sessions.
🔄 A four-stage deployment flow is used: diagnostic, contract definition, smoke testing, and real-world implementation (including self-healing capabilities).

Testing and Optimization
🧪 The self-healing functionality ensures that if the agent fails to save a user preference (such as the default use of Excalidraw for diagrams), it can be prompted to self-correct and verify the update within the database.
🔍 Successful implementation allows the agent to maintain session-to-session continuity, effectively bridging the performance gap between DeepSeek R1 and Hermes Agent.
💡 By leveraging local memory storage, users gain a workflow that is both private and highly personalized, reducing the need to repeatedly provide instructions.

Key Points & Insights
➡️ Adopt the "Contract" method: Define exactly what your AI needs to remember before starting the implementation to ensure accurate context tracking.
➡️ Prioritize Customization: If you require deep control over your AI environment, DeepSeek R1 with Cordis integration provides more flexibility than the out-of-the-box Hermes experience.
➡️ Automate for Efficiency: Using agents to manage your personal preferences—like output formats or diagram tools—saves significant time in professional workflows and presentation creation.
➡️ Community Access: Structured templates for these implementations can be accessed through professional communities like the Agentic Brotherhood, which offers step-by-step guidance for those looking to implement these systems in under 4 weeks.

📸 Video summarized with SummaryTube.com on Sep 05, 2026, 21:50 UTC