Shaka has had learnings since v0.3. The system extracts corrections, patterns, and preferences from your sessions and loads them into context next time.
The missing piece: what happens when you have hundreds of them. They compete for space. Related entries stay fragmented. Quality degrades under its own weight.
v0.8.0 adds automatic memory maintenance. Related learnings get condensed into compound entries. Cross-project patterns get promoted to global. Low-value entries get pruned when space is tight. Runs in the background after sessions, conservative by default, original learnings are archived before every change.
The system cleans up after itself now.
v0.8.0
🤖 github.com/jgmontoya/shaka
The missing piece: what happens when you have hundreds of them. They compete for space. Related entries stay fragmented. Quality degrades under its own weight.
v0.8.0 adds automatic memory maintenance. Related learnings get condensed into compound entries. Cross-project patterns get promoted to global. Low-value entries get pruned when space is tight. Runs in the background after sessions, conservative by default, original learnings are archived before every change.
The system cleans up after itself now.
v0.8.0
🤖 github.com/jgmontoya/shaka