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docs: Update all documentation to reflect v5.4.0 skill-based search

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Documentation Updates:
- README.md: Updated version badge, What's New, and search section
- docs/usage/search-tools.mdx: Rewrote for skill-based natural language approach
- docs/architecture/mcp-search.mdx → search-architecture.mdx: Complete rewrite
- docs/architecture/overview.mdx: Updated components and search pipeline
- docs/usage/getting-started.mdx: Added skill-based search section
- docs/configuration.mdx: Updated search configuration for v5.4.0
- docs/introduction.mdx: Updated key features
- docs/docs.json: Updated navigation to search-architecture

Key Changes:
- Emphasized ~2,250 token savings per session start
- Converted all examples to natural language queries
- Documented 10 HTTP API endpoints
- Explained progressive disclosure pattern
- Added migration notes (transparent, no user action required)
- Removed outdated MCP references

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>
This commit is contained in:
Alex Newman
2025-11-09 19:11:22 -05:00
parent 22a04ac461
commit 5d64df2ba5
9 changed files with 721 additions and 782 deletions
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docs/usage/getting-started.mdx
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@@ -160,11 +160,13 @@ Context injection uses progressive disclosure for efficient token usage:
- Shows full summary details **only if** generated after last observation
- Token cost: ~50-200 tokens for index view
### Layer 2: On-Demand Details (MCP Search)
- Fetch full observation narratives when needed
### Layer 2: On-Demand Details (Skill-Based Search)
- Ask naturally: "What bugs did we fix?" or "How did we implement X?"
- Claude auto-invokes search skill to fetch full details
- Search by concept, file, type, or keyword
- Timeline context around specific observations
- Token cost: ~100-500 tokens per observation fetched
- Skill uses HTTP API (v5.4.0+) for efficient retrieval
### Layer 3: Perfect Recall (Code Access)
- Read source files directly when needed
@@ -191,8 +193,23 @@ When you use `/clear`, the session doesn't end - it continues with a new prompt
The `/clear` command clears the conversation context visible to Claude AND re-injects fresh context from recent sessions, while the underlying session continues tracking observations.
## Searching Your History (v5.4.0+)
Claude-Mem now uses skill-based search for querying your project history. Simply ask naturally:
```
"What bugs did we fix last session?"
"How did we implement authentication?"
"What changes were made to worker-service.ts?"
"Show me recent work on this project"
```
Claude automatically recognizes your intent and invokes the search skill, which uses HTTP API endpoints to query your memory efficiently.
**Token Savings**: ~2,250 tokens per session start vs previous MCP approach
## Next Steps
- [MCP Search Tools](/usage/search-tools) - Learn how to search your project history
- [Skill-Based Search](/usage/search-tools) - Learn how to search your project history
- [Architecture Overview](/architecture/overview) - Understand how it works
- [Troubleshooting](/troubleshooting) - Common issues and solutions