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memory

AI DevKit · Use the memory CLI as a durable knowledge layer. Search before non-trivial work, store verified reusable knowledge, update stale entries, and avoid saving transcripts, secrets, or one-off task progress.

skills/memory/SKILL.md

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# 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:
   ```bash
   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.