identity-persistenceExtracts and versions AI agent identity snapshots from memory files, scoring continuity and tracking changes to detect cognitive drift or fractures.
Install via ClawdBot CLI:
clawdbot install quriustus/identity-persistenceGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://generativelanguage.googleapis.com/v1beta/models/{GEMINI_MODEL}:generateCUses known external API (expected, informational)
googleapis.comAudited Apr 18, 2026 · audit v1.0
Generated Mar 22, 2026
Developers use the skill to track identity evolution in AI agents over time, ensuring consistency after updates or training. It helps detect drift in beliefs or personality traits, enabling proactive adjustments to maintain agent reliability.
Companies deploy this skill to monitor and version the identity of customer service chatbots, ensuring they align with brand voice and policies. It scores continuity after model upgrades to prevent service disruptions or contradictory responses.
In mental health applications, the skill tracks cognitive patterns and contradictions in AI companions to ensure therapeutic consistency. It versions identity snapshots to safeguard user trust and detect harmful drifts in behavior.
Educational platforms use the skill to maintain and score the identity of AI tutors, preserving teaching styles and knowledge bases across updates. It helps adapt learning experiences while preventing fractures in instructional continuity.
Organizations implement the skill to audit and version AI agent identities for regulatory compliance, tracking changes in beliefs and traits over time. It ensures transparency and accountability in automated decision-making systems.
Offer the identity persistence layer as a cloud-based service with tiered plans based on usage, such as number of agents or snapshot frequency. Revenue comes from monthly or annual subscriptions, targeting AI developers and enterprises.
Sell perpetual licenses or annual contracts to large organizations for on-premises deployment, with customization and support services. This model caters to industries with strict data privacy or compliance needs.
Provide a free basic version for individual developers or small teams, with advanced features like detailed diffs or higher continuity thresholds as paid upgrades. This drives adoption and converts users to premium plans.
💬 Integration Tip
Ensure your agent workspace includes structured memory files like MEMORY.md, and set up the Gemini API key for identity extraction before running the full cycle.
Scored Jun 19, 2026
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