memory-discipline

Memory only pays off when reads happen before the work and writes happen at decision points. This loop is the skill; every tool call in it is mechanical. Quick start memory_smart_search { "query" : "auth refresh flow" , "project" : "myrepo" , "limit" : 5 } at task start, then at each settled decision: memory_save { "content" : "Chose cursor pagination over offset; offset scans broke past 100k rows in db/list.ts." , "concepts" : "cursor-pagination, offset-scan-limit" , "files" : "src/db/list.ts" } Why Hooks capture what happened automatically. What they cannot capture is judgment: which fact mattered, which decision was settled, which correction should change future behavior. That judgment applied at the right moments is this discipline. Workflow Show more Installs 960 Repository rohitg00/agentmemory GitHub Stars 27.8K First Seen Aug 15, 2026 Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Pass