Features
Gems & shards project organization
Isolated parallel sessions with git worktrees
Agent orchestration via built-in CLI (Guild)
crystl Quest roundtable multi-agent chat
Hero shards for solo specialist agents
Floating action panels for approvals and alerts
Full history navigator with search
Token tracking per shard with turn estimates
Project optimizer for agent config gaps
Workbench shared task list (WORKBENCH.md)
Integrated prompt library with Facet Inserts (Guild)
Formations save/restore terminal layouts with session state (Guild)
Remote development over SSH with all features
crystl on iPhone: monitor and steer agents from anywhere
Cavrn: terminal sessions as structured data on GPU
GLM-5.2 open-source flagship model with 1M context
GLM-5V-Turbo multimodal coding model
GLM-5-Turbo agent-optimized base model
AutoGLM autonomous planning and execution agent (50+ steps)
GLM-PC computer-operating agent via screen input
AutoClaw 1-minute PC agent deployment
MaaS high-performance model API services
Model fine-tuning for language and multimodal models
AI search tool with multi-engine integration
General translation with context recognition
GLM PPT/Poster one-click presentation generation
CogAgent-9B open-source GLM-PC base model
End-side deployment with Intel partnership
CodeGeeX smart coding assistant for AIPC
