From 1e091b88719a8b3bcfedc3cfc701f20ac2da0d10 Mon Sep 17 00:00:00 2001 From: Alex Newman Date: Mon, 15 Dec 2025 18:23:24 -0500 Subject: [PATCH] docs: remove token savings mention from mem-search skill description --- README.md | 5 ++--- docs/public/architecture/search-architecture.mdx | 2 +- 2 files changed, 3 insertions(+), 4 deletions(-) diff --git a/README.md b/README.md index d93ce008..7a4b7835 100644 --- a/README.md +++ b/README.md @@ -79,7 +79,7 @@ Restart Claude Code. Context from previous sessions will automatically appear in - 🧠 **Persistent Memory** - Context survives across sessions - 📊 **Progressive Disclosure** - Layered memory retrieval with token cost visibility -- 🔍 **Skill-Based Search** - Query your project history with mem-search skill (~2,250 token savings) +- 🔍 **Skill-Based Search** - Query your project history with mem-search skill - 🖥️ **Web Viewer UI** - Real-time memory stream at http://localhost:37777 - 💻 **Claude Desktop Skill** - Search memory from Claude Desktop conversations - 🔒 **Privacy Control** - Use `` tags to exclude sensitive content from storage @@ -160,7 +160,7 @@ npx mintlify dev 2. **Smart Install** - Cached dependency checker (pre-hook script, not a lifecycle hook) 3. **Worker Service** - HTTP API on port 37777 with web viewer UI and 10 search endpoints, managed by Bun 4. **SQLite Database** - Stores sessions, observations, summaries with FTS5 full-text search -5. **mem-search Skill** - Natural language queries with progressive disclosure (~2,250 token savings vs MCP) +5. **mem-search Skill** - Natural language queries with progressive disclosure 6. **Chroma Vector Database** - Hybrid semantic + keyword search for intelligent context retrieval See [Architecture Overview](https://docs.claude-mem.ai/architecture/overview) for details. @@ -174,7 +174,6 @@ Claude-Mem provides intelligent search through the mem-search skill that auto-in **How It Works:** - Just ask naturally: *"What did we do last session?"* or *"Did we fix this bug before?"* - Claude automatically invokes the mem-search skill to find relevant context -- ~2,250 token savings per session start vs MCP approach **Available Search Operations:** diff --git a/docs/public/architecture/search-architecture.mdx b/docs/public/architecture/search-architecture.mdx index c32972e4..a61f97de 100644 --- a/docs/public/architecture/search-architecture.mdx +++ b/docs/public/architecture/search-architecture.mdx @@ -5,7 +5,7 @@ description: "mem-search skill with HTTP API and progressive disclosure" # Search Architecture -Claude-Mem uses a skill-based search architecture that provides intelligent memory retrieval through natural language queries. This replaced the MCP-based approach in v5.4.0, saving ~2,250 tokens per session start. The skill was enhanced and renamed to "mem-search" in v5.5.0 for better scope differentiation. +Claude-Mem uses a skill-based search architecture that provides intelligent memory retrieval through natural language queries. This replaced the MCP-based approach in v5.4.0 with a more efficient implementation. The skill was enhanced and renamed to "mem-search" in v5.5.0 for better scope differentiation. ## Overview