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.

3. Search before storing:

   npx ai-devkit@latest memory search --query "<knowledge to store>" --table
   

4. Store or update only after the quality gate passes.

Quality Gate

Before storing, all must be true:

• Future sessions are likely to reuse it.
• It is verified by code, docs, tests, command output, or explicit user instruction.
• It is not merely a restatement of obvious nearby files unless it prevents repeated agent mistakes.
• It is scoped narrowly enough.
• Existing memory does not already cover it.
• It contains no secrets, credentials, private customer data, personal data, raw logs, or temporary paths.

Store:

• Project conventions, user preferences, durable decisions.
• Reusable fixes, testing patterns, commands, setup gotchas.
• Non-obvious constraints, architecture rules, failure patterns.

Do not store:

• Task progress, transcripts, speculation, generic programming facts.
• Raw errors without diagnosis.
• Anything the user did not intend to persist.

Commands

Search

npx ai-devkit@latest memory search \
  --query "<query>" \
  --tags "<tags>" \
  --scope "<scope>" \
  --limit 5

Use

--table

to get IDs for updates:

npx ai-devkit@latest memory search --query "<query>" --table

Options:

--query/-q

required;

--tags

;

--scope/-s

;

--limit/-l

from 1-20;

--table

.

Store

npx ai-devkit@latest memory store \
  --title "<actionable title, 10-100 chars>" \
  --content "<context, guidance, evidence, exceptions>" \
  --tags "<lowercase,tags>" \
  --scope "<global|project:name|repo:org/repo>"

Use this content shape when helpful:

Context: Where this applies.
Guidance: What to do.
Evidence: File, command, test, or user instruction.
Exceptions: When not to apply it.

Update

Find the ID with

search --table

, then update only changed fields:

npx ai-devkit@latest memory update \
  --id "<memory-id>" \
  --title "<updated title>" \
  --content "<updated content>" \
  --tags "<replacement,tags>" \
  --scope "<updated scope>"

--tags

replaces all existing tags.

Scoping

Use the narrowest useful scope:

• repo:<org/repo>

  for one repository.

• project:<name>

  for one app, product, or workspace.

• global

  only for knowledge that applies across unrelated projects.

If unsure, use a narrower scope.

Troubleshooting

• CLI missing: run

  npx ai-devkit@latest --version

  .
• Duplicate title: search, then update the existing item if it is the same knowledge.
• Empty results: broaden terms, remove filters, or search symptoms and subsystem names separately.
• Validation error: check title/content lengths, query length, and

  --limit

  range.
• DB path: default is

  ~/.ai-devkit/memory.db

  ; project config can override it automatically.