Ambient Stamina

Continuously captures and summarizes ambient conversations to build a local knowledge graph for context-aware assistance without explicit commands.

Capacity to maintain conditions supporting life, creativity, and intelligence without domination, extraction, or brittleness, respecting autonomy and relatio...

Manage AI agent context window consumption, prevent compaction death spirals, and enforce sub-agent spawn policies. Use when: (1) context is filling up and w...

Provides persistent, searchable, context-aware memory storage for AI agents to retain user preferences, corrections, and project context across sessions.

Manages cryptographically secured, consent-based relational memory with variance preservation, privacy safeguards, and adaptive dormancy under adversarial or...

Implements energy-efficient, harm-reducing memory and pattern governance that preserves ecological variance and excludes identity tracking or profiling.