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memory-search · davila7 — Claude Code skill: what it does, how to install

Searches conversation history and semantic memory across sessions. Helps agents recall earlier decisions before tackling new code.

Install into Claude Code · claude-code-templates All methods and platforms ↓ 
npx claude-code-templates@latest --skill ai-maestro/memory-search
Open on GitHub

What memory-search does

The skill runs searches against a local CozoDB vector database via the memory-search.sh script. Supported query modes include default hybrid search, semantic concept matching, exact term matching, and code symbol lookups. Role flags like --role user and --role assistant isolate specific participants in the chat.

AI Maestro must run locally for this search to function. The storage layer depends on CozoDB. Without executing ./install-memory-tools.sh from the plugins repository, queries fail immediately. It is one of 6 orchestration skills in the suite and connects with graph and documentation scripts.

What it helps with

  • recall architectural decisions from earlier chat sessions
  • locate exact function names using symbol matching
  • retrieve context before beginning a new programming task
  • filter conversation history by user or assistant messages

Example prompts for the agent

  • Search memory for previous discussions about authentication
  • Find earlier notes on PaymentService using term mode
  • Recall what we decided regarding error handling patterns

How to install memory-search

1claude-code-templates

npx claude-code-templates@latest --skill ai-maestro/memory-search

2Skills CLI (Vercel)

npx skills add davila7/claude-code-templates --skill memory-search -a claude-code

3Manually: put the files in place

~/.claude/skills/memory-search/SKILL.md

Copy the whole skill folder; for one project use .claude/skills/memory-search/

Step by step, with commands for each platform: How to install skills in Claude Code: five ways

Questions about memory-search

How to install memory-search in Claude Code?

Run npx claude-code-templates@latest --skill ai-maestro/memory-search. Alternatively, install it with npx skills add davila7/claude-code-templates --skill memory-search -a claude-code.

What does memory-search do?

It queries previous conversations and context stored in CozoDB using memory-search.sh. It supports hybrid matching, semantic search, exact terms, and code symbols.

What is required before using memory-search?

You need AI Maestro running locally with CozoDB configured. The memory tools must be installed by cloning ai-maestro-plugins and running ./install-memory-tools.sh.

Similar skills

All skills for Agent setup: memory, context, orchestration →

memory-search by other authors comes first.

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