10 packages
@kernel.chat/agent-os
POSIX for AI agents — permissions, namespaces, resource quotas, content-addressed audit, and downscoped handoff. The OS-level substrate that runs above Modal-class sandboxes and below MCP/A2A.
@kernel.chat/kbot
Open-source terminal AI agent. 100+ specialist skills + audit-grade finance infra via @kernel.chat/kbot-finance. Content-addressed envelopes, hash-chained audit log, jurisdiction-aware regulatory verifier. The AI Intelligence Layer never produces the numb
@kernel.chat/kbot-control
One Max for Live device giving any program full JSON-RPC 2.0 TCP control of Ableton Live. Zero runtime deps.
@kernel.chat/kbot-finance
Audit-grade AI infrastructure for capital markets. Deterministic engine adapters + content-addressed envelopes + hash-chained audit log + regulatory verifier + MCP server. The AI Intelligence Layer never produces the number.
@kernel.chat/kbot-openclaw
kbot cognitive engine plugin for OpenClaw — adds learning, collective intelligence, and 290 AI tools
@kernel.chat/kbot-orchestrator
Reference implementation of orchestration engineering — the discipline of structuring how agents pass work to each other and to humans, with audit trails. Drives the outreach + content + maintenance loops behind kernel.chat.
@kernel.chat/memory-tiers
Three-tier generative memory for AI agents: observations → reflections → identity. Based on Stanford's Generative Agents paper. Zero LLM calls.
@kernel.chat/prompt-evolver
GEPA-style prompt self-optimization for AI agents. Prompts evolve from execution traces — auto-mutate, measure, rollback bad changes. Zero LLM calls.
@kernel.chat/skill-router
Bayesian skill-rating router for AI agents. Routes tasks to the best specialist using TrueSkill-style ratings that improve with every interaction. Zero LLM calls.
@kernel.chat/tool-forge
Runtime tool creation for AI agents. Define new tools from natural language descriptions at runtime — no restart needed. The agent builds its own tools.