# Memories

> Save and retrieve memories or embeddings via the repo helpers or API. Use when working with embedding config or memory storage.

- Skill: `majiayu000/memories` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds add majiayu000/memories`
- Raw SKILL.md: https://api.skillmd.com/api/skills/majiayu000/memories/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: majiayu000 (https://skillmd.com/u/majiayu000)
- Updated: 2026-09-09
- Page: https://skillmd.com/skills/majiayu000/memories

---


# Memories

## Overview

Use the memories helpers to store and retrieve embeddings in a consistent way. Ensure embedding dimension matches the DB schema.

## Save

```bash
bun run --filter memories save-memory   --task-name bumba-enrich-repo   --content "Enrichment facts for services/bumba"   --summary "Bumba repo facts"   --tags "bumba,enrich"
```

## Retrieve

```bash
bun run --filter memories retrieve-memory   --query "enrichFile workflow"   --limit 5
```

## Environment

- `OPENAI_API_BASE_URL` / `OPENAI_API_BASE`
- `OPENAI_EMBEDDING_MODEL`
- `OPENAI_EMBEDDING_DIMENSION`
- `OPENAI_EMBEDDING_TIMEOUT_MS`

## Resources

- Reference: `references/memories-runbook.md`
- Helper: `scripts/memories.sh`
- Example payload: `assets/memory-entry.json`