AI DevKit Memory CLI

Use npx ai-devkit@latest memory ... as the durable knowledge layer.

Workflow

1. For implementation, debugging, review, planning, or documentation tasks, search before deep work unless the task is trivial:

   npx ai-devkit@latest memory search --query "<task, subsystem, error, or convention>" --limit 5
   

   For broad or risky tasks, search multiple angles: subsystem, error text, framework, command, and task intent.

2. Use results as context:

   • Trust repo files, tests, fresh command output, and explicit user instructions over memory.
   • If memory conflicts with verified evidence, use the evidence and update the stale memory.
   • Mention memory only when it changes the plan or avoids asking the user again.