memory:retrieve

memory:retrieve is a command for Claude Code from Junhaozhang-127/ClaudeCodeMemorySkill. It costs 15 tokens per session (142 once invoked), scanned A, original, MIT.

A command for searching stored project memories and adding the most relevant past context to the current conversation.

In plain words
What is it for?
Use it to retrieve history about topics such as previously discussed bugs, decisions, or follow-up tasks.
Why use it?
It reduces the need to repeat decisions, summaries, and unfinished work from earlier sessions.

Command for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the claude-code-memory-skill plugin — 1 skill, 3 commands shipped together

Good fit Use it to retrieve history about topics such as previously discussed bugs, decisions, or follow-up tasks.

Compare 6 commands from other repositories ↓
Install with agentmods
npx agentmods add commands/junhaozhang-127/claudecodememoryskill/memory-retrieve
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo
git clone --depth 1 https://github.com/Junhaozhang-127/ClaudeCodeMemorySkill

Made for: Claude Code.

Or install claude-code-memory-skill, the plugin that ships this one along with the rest of its 1 skill, 3 commands.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for memory:retrieve

README.md
[![agentmods](https://agentmods.dev/badge/commands/junhaozhang-127/claudecodememoryskill/memory-retrieve.svg)](https://agentmods.dev/commands/junhaozhang-127/claudecodememoryskill/memory-retrieve)
Your own site
<a href="https://agentmods.dev/commands/junhaozhang-127/claudecodememoryskill/memory-retrieve"><img src="https://agentmods.dev/badge/commands/junhaozhang-127/claudecodememoryskill/memory-retrieve.svg" alt="Measured on agentmods" height="20"></a>
Per session 15 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 142 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00015 $0.00142
Opus 5 $0.00008 $0.00071
Sonnet 5 $0.00003 $0.00028
Haiku 4.5 $0.00002 $0.00014

Measured 7d ago against content hash 47d44deec537, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

memory:retrieve scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 7d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

commands/memory-retrieve.md · 24 lines

What it actually says

/memory retrieve <查询>

检索相关历史记忆并注入当前会话上下文。

用法

/memory retrieve <查询>

实现

CLI 映射到 scripts/retrieve_memory.py,对查询进行关键词提取和索引匹配,返回最相关的记忆(最多 5 条),按优先级注入上下文:摘要 → 关键决策 → 待办事项 → 原始内容。

示例

/memory retrieve 登录超时 Bug 修复
Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 7d ago First seen · 24 lines · 15 tokens per session scan A 47d44deec537

Subscribe to this mod's changes

memory:retrieve is a command published in the GitHub repository Junhaozhang-127/ClaudeCodeMemorySkill (2 stars, last pushed 2mo ago), licensed MIT. It adds 15 tokens to every session and 142 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.