davila7
Install Memory Search
Pick your agent. Every command is ready to paste.
npx skills add davila7/claude-code-templates --skill memory-searchThe open skills CLI detects your agents (Claude Code, Cursor, Codex and 70+ more) and installs to the right folder. Add -g to install globally.
01
Install it
Run the command above, or upload the folder in Claude.
02
Ask naturally
Describe the task. Your agent loads memory-search when the request matches its description.
03
Name it if needed
If it does not trigger, say “use the memory-search skill”. In Codex, type $memory-search.
The skill itself
SKILL.md
AI Maestro Memory Search
Search your conversation history using semantic, keyword, and symbol matching. Recall past decisions, discussions, and context across sessions. Part of the AI Maestro suite.
Prerequisites
Requires AI Maestro running locally. Memory indexing uses CozoDB for vector search.
# Install memory tools
git clone https://github.com/23blocks-OS/ai-maestro-plugins.git
cd ai-maestro-plugins && ./install-memory-tools.sh
Core Behavior
Before starting any task, search memory for relevant context:
Receive instruction -> Search memory -> Then proceed
Commands
| Command | Description |
|---|---|
memory-search.sh "<query>" |
Hybrid search (recommended) |
memory-search.sh "<query>" --mode semantic |
Find conceptually related |
memory-search.sh "<query>" --mode term |
Exact text matching |
memory-search.sh "<query>" --mode symbol |
Code symbol matching |
memory-search.sh "<query>" --role user |
Only user messages |
memory-search.sh "<query>" --role assistant |
Only assistant messages |
Search Modes
| Mode | Best For |
|---|---|
hybrid (default) |
General search, most cases |
semantic |
Related concepts, different wording |
term |
Exact function/class names |
symbol |
Code identifiers across contexts |
Usage Examples
# User asks to continue previous work
memory-search.sh "authentication"
# Find a specific component discussion
memory-search.sh "PaymentService" --mode term
# Find related design discussions
memory-search.sh "error handling patterns" --mode semantic
# Find code symbol references
memory-search.sh "processPayment" --mode symbol
Combining with Other Skills
For complete context, pair with docs-search and graph-query:
memory-search.sh "feature" # What did we discuss?
docs-search.sh "feature" # What do docs say?
graph-describe.sh ComponentName # What is the structure?
Full AI Maestro Experience
This skill is part of the AI Maestro platform, which provides 6 skills for AI agent orchestration: messaging, memory, docs, graph, planning, and agent management.
Tips for Memory Search
- • Start a fresh session after installing so your agent picks up the new skill.
- • It is part of a pack with 40 skills. Install only the ones you need with --skill to keep triggers precise.
- • If two skills overlap, mention the one you want by name.
Questions about Memory Search
What does the Memory Search skill do?
Search conversation history and semantic memory to recall previous discussions, decisions, and context. Use when the user asks to "search memory", "what did we discuss", "remember when", "find previous conversation", "check history", or before starting work to recall prior decisions.
How do I install Memory Search?
Run "npx skills add davila7/claude-code-templates --skill memory-search" in your project. The skills CLI installs it for Claude Code, Cursor, Codex and 70+ other agents. In Claude on the web, upload the skill folder as a ZIP under Customize > Skills.
Does Memory Search work in Cursor and Codex?
Yes. Memory Search uses the open SKILL.md format, so it works in Claude Code, Claude, Cursor, OpenAI Codex, Gemini CLI, GitHub Copilot and other agents that support agent skills.
Is Memory Search free?
Memory Search is open source on GitHub under the MIT license. It is free to install; check the license before commercial use.
Who made Memory Search?
Memory Search is published by davila7 in the davila7/claude-code-templates repository, together with 39 other skills.
