We build tools for AI developers. Some we sell. Some we give away. These are the ones we give away.
Persistent AI memory that survives context compaction. An open-source plugin for OpenClaw that transforms information loss into information enrichment.
v7.0 · Apache 2.0 · Patent Pending (AU 2026900608)
A complete memory system — not a wrapper around a vector database.
Hooks into compaction pipeline. Captures full history before lossy summarization. Segments into topic-coherent thought bubbles.
Patent Claims 1, 6Layer 1: emotional context — mood, arcs, relationships. Layer 2: analytical depth — clarity, evidence, priority. Two-pass architecture.
Patent Claims 1, 2Replaces 1,000–3,000 token lossy summaries with 200–400 token pointer blocks. Less context consumed, richer info available.
Patent Claims 1, 7, 9Don't wait for compaction — extract knowledge from every significant message. Async, non-blocking, with merge-or-store dedup.
Patent Claims 13, 14Don't just find the matching memory — pull in the scene. Configurable radius in vector space, by thread, time, and entity.
Patent Claim 17Pass 1: analytical evaluation across 11 dimensions. Pass 2: optimised document generation. Re-embedded for improved findability.
Patent Claim 15Five structural signals detect noise. JSON ratio, metadata density, vocabulary diversity, line repetition. Human-gated cleanup.
Patent Claim 16Semantic similarity (30%), session affinity (30%), recency decay (15%), importance (15%), thread coherence (10%).
Patent Claims 3, 8Mood tags, emotional arcs, relationship notes, scene descriptions. Your agent remembers how things felt.
v6+ enrichmentOngoing topics linked across sessions. Search a project, get its full story over weeks. Self-reflection captures growth.
v6+ enrichmentWorkspace files auto-archived to vector storage. Verbose sections replaced with slim 📎 pointers. Files stay small.
IncludedAutonomously research topics from web sources. Full enrichment pipeline applied. Extends memory beyond conversations.
Patent Claim 189 views — bubbles, list, system, matrix, cleaner, settings, workspace, 3D sphere, relationship map.
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