AgentSkillsCN

mem-search

在过往会话上下文与观察记录中进行检索。适用于询问过往工作、先前的实施情况、过去是如何完成某项任务,或回顾既定决策时使用。关键词:记住、回想、上一次、之前、历史、我们当时做了什么、我们当时是怎么做的。

SKILL.md
--- frontmatter
name: mem-search
description: Search through past session context and observations. Use when asking about past work, previous implementations, how something was done before, or recalling decisions. Keywords: remember, recall, last time, before, history, what did we, how did we

Memory Search - Cross-Session Context

Overview

Search through stored observations from past Claude Code sessions. Use this skill when the user asks about:

  • "What did we do last session?"
  • "How did we implement X before?"
  • "What bugs did we fix recently?"
  • "What decisions were made about Y?"
  • "Show me recent work on this project"

How to Use

Run the search command to query the context memory database:

bash
python3 "$CLAUDE_PROJECT_DIR/.claude/memory/context_memory.py" search "<query>"

Common Queries

Recent activity:

bash
python3 "$CLAUDE_PROJECT_DIR/.claude/memory/context_memory.py" recent

Search for specific topic:

bash
python3 "$CLAUDE_PROJECT_DIR/.claude/memory/context_memory.py" search "authentication"

Get statistics:

bash
python3 "$CLAUDE_PROJECT_DIR/.claude/memory/context_memory.py" stats

Get full context for current branch:

bash
python3 "$CLAUDE_PROJECT_DIR/.claude/memory/context_memory.py" context "branch-name"

Observation Types

The memory stores these types of observations:

TypeSymbolDescription
decisionDChoices made about architecture, tools, approaches
bugfixBBug fixes and error resolutions
featureFNew features implemented
refactorRCode refactoring and cleanup
discoveryiInformation discovered during exploration
changeCGeneral code changes

Database Location

The context memory is stored at: ~/.claude/context_memory.duckdb

Response Format

When presenting search results:

  1. Group by type (decisions, bugfixes, features, etc.)
  2. Show most recent first
  3. Include timestamp and branch if relevant
  4. Summarize rather than dump raw data

Example Response

"Based on context memory, here's what happened:

Recent Decisions:

  • [2 days ago] Chose DuckDB over SQLite + Chroma for context storage
  • [3 days ago] Adopted tiered context injection strategy

Recent Bugfixes:

  • [Yesterday] Fixed authentication timeout in API routes

Recent Features:

  • [Today] Implemented context memory hooks"