Skills & memory
Clioloop is self-improving: it remembers what it learns about you and your work, and it turns repeated work into reusable skills that get better over time. The next session already knows you.
Memory
Clioloop keeps a persistent MEMORY.md and USER.md, updated automatically as it learns your preferences and projects. Long-running context is summarised and deduplicated so sessions stay sharp.
clio memory # view or edit what the agent remembers
/compress # shrink context while keeping recent turns
/compress # shrink context while keeping recent turns
Skills
When the agent notices a repeated pattern of work, it can generate a reusable skill — packaged expertise it can load on demand for the task at hand. Skills improve during use and can be shared.
/skills # search, browse, inspect, install, audit
clio skills # manage skill packs from a shell
clio skills # manage skill packs from a shell
Curate & evolve
A background curator keeps the skill library healthy — archiving stale skills, merging overlapping ones and suggesting improvements:
/curator status— see what the curator is doing; pin/unpin or restore skills/evolve --dry-run— preview merges and archives before applying
Memory and skills travel with your account, so improvements show up across every surface — terminal, desktop, dashboard and chat.