Persistent memory system for AI agents. Use this skill to remember context across conversations, recall relevant information, and build long-term knowledge. Activate when you need to store decisions, learnings, errors, or context that should persist beyond the current session.
Design guidance for giving an AI a persistent memory system. It covers storing, finding, using, changing, and deleting information such as user preferences and project knowledge.
5-layer persistent memory and coherence architecture for OpenClaw agents. Solves AI amnesia and within-session drift. Built and validated over 353 sessions on a live business. No CS degree required.
Maintain Ekbatan example applications. Use when adding, updating, auditing, or verifying examples under ekbatan-examples across Spring Boot, Quarkus, Micronaut, Gradle, Maven, PostgreSQL, MySQL, MariaDB, native-image, sharded, saga, and job-worker variants.
Maintain and evolve the Ekbatan Java persistence/action framework. Use for implementing or reviewing changes to Ekbatan core, repositories, actions, event outbox behavior, sharding, keyed locks, distributed jobs, DI integrations, database migrations, docs that describe framework semantics, or release-facing library…
Choose and run Ekbatan verification suites. Use when asked to test, validate, run CI-equivalent checks, run JVM examples, run native/heavy verification, inspect GitHub Actions verification workflows, or decide which Gradle/Maven/Testcontainers commands prove a change.
Upgrade and migrate a live epistemic-graph engine (the AI-native database): binary version flips, the one-time snapshot/.mp -> redb authoritative migration, config/env migrations (e.g. retired GRAPHBACKEND values), and on-disk data-format evolution (bi-temporal fields, persisted blobs). Use when raising the engine…
Consolidate and reorganize project memory (MEMORY.md) by invoking the dream-consolidator named subagent (Sonnet, pinned via the agent's model: frontmatter — NEVER pass a model: parameter yourself, it defeats the pin and runs the dream on expensive Opus). The subagent prompt is a CLOSED TEMPLATE: send its fields and…
Maintain persistent project memory in MEMORY.md via MCP tools. SCOPE: codebase/architecture/conventions/gotchas + Recent Sessions of code work, in /MEMORY.md. DISTINCT from Claude Code's auto memory (/.claude/projects/ /memory/, holds user profile/preferences/feedback). Code-about → here; user-about → auto memory.…
Token-efficient persistent memory system for Claude Code that saves 67% tokens on session warm-up (verified with tiktoken). Layered architecture with progressive loading, compact encoding, branch-aware context, smart compression, session diffing, conflict detection, session continuation protocol, and recovery mode.…