Adds the memory + context management cookbook#206
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Interactive notebook demonstrating Claude's memory tool and context editing capabilities with code review examples. 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
- Update .env.example to use claude-sonnet-4-5 model - Remove "Always check memory first" from system prompts - Add warning to clear_all_memory() about demonstration purposes - Add path validation assertion in _delete() for safety - Add notebook cell warning about memory clearing - Clarify "Pattern Stored" section to show what Claude learns All changes verified against official memory tool documentation.
- Add Any to imports in web_scraper_v1.py, api_client_v1.py, and cache_manager.py - Replace lowercase 'any' with 'Any' in all type hints - Fixes syntax error: 'any' is a built-in function, not a type Addresses PR review comments from automated bot and samj.
Co-authored-by: Eric Harmeling <eric.harmeling@outlook.com>
Links to the Effective Context Engineering blog post at the start of the introduction to provide readers with background on the engineering principles demonstrated in the cookbook. 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
Add memory & context management cookbook
ericharmeling
approved these changes
Sep 29, 2025
🔍 Claude Model Usage ReviewSummaryI've reviewed all changed files for Claude model usage. Found several deprecated models and opportunities for improvement. ❌ Issues Found1. Deprecated Claude 2.x Models
2. Suboptimal Model ReferencesMultiple files use specific dated versions instead of
✅ Valid Models Found
🔧 RecommendationsHigh Priority
Medium Priority
Low Priority
Current Public Models (as of documentation)
Note: Claude 3.5 Sonnet and Claude Opus 3 are deprecated according to current documentation. |
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