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mem-search
by PedroGiudice
⭐ 1🍴 1📅 Jan 21, 2026
SKILL.md
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:
python3 "$CLAUDE_PROJECT_DIR/.claude/memory/context_memory.py" search "<query>"
Common Queries
Recent activity:
python3 "$CLAUDE_PROJECT_DIR/.claude/memory/context_memory.py" recent
Search for specific topic:
python3 "$CLAUDE_PROJECT_DIR/.claude/memory/context_memory.py" search "authentication"
Get statistics:
python3 "$CLAUDE_PROJECT_DIR/.claude/memory/context_memory.py" stats
Get full context for current branch:
python3 "$CLAUDE_PROJECT_DIR/.claude/memory/context_memory.py" context "branch-name"
Observation Types
The memory stores these types of observations:
| Type | Symbol | Description |
|---|---|---|
| decision | D | Choices made about architecture, tools, approaches |
| bugfix | B | Bug fixes and error resolutions |
| feature | F | New features implemented |
| refactor | R | Code refactoring and cleanup |
| discovery | i | Information discovered during exploration |
| change | C | General code changes |
Database Location
The context memory is stored at: ~/.claude/context_memory.duckdb
Response Format
When presenting search results:
- Group by type (decisions, bugfixes, features, etc.)
- Show most recent first
- Include timestamp and branch if relevant
- 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"
Score
Total Score
60/100
Based on repository quality metrics
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