TEST PROMPT

Goal: Thoroughly test and validate cookbook/11_memory so it aligns with our cookbook standards.

Context files (read these first):

• AGENTS.md — Project conventions, virtual environments, testing workflow
• cookbook/STYLE_GUIDE.md — Python file structure rules

Environment:

• Python: .venvs/demo/bin/python
• API keys: loaded via direnv allow
• Database: ./cookbook/scripts/run_pgvector.sh (needed for memory persistence)

Execution requirements:

1. Read every .py file in the target cookbook directory before making any changes. Do not rely solely on grep or the structure checker — open and read each file to understand its full contents. This ensures you catch issues the automated checker might miss (e.g., imports inside sections, stale model references in comments, inconsistent patterns).

2. Test root-level files and each subdirectory. Spawn a parallel agent for memory_manager/ and optimize_memories/ if desired.

3. Each agent must: a. Run .venvs/demo/bin/python cookbook/scripts/check_cookbook_pattern.py --base-dir cookbook/11_memory/<SUBDIR> and fix any violations. b. Run all *.py files using .venvs/demo/bin/python and capture outcomes. Skip __init__.py. c. Ensure Python examples align with cookbook/STYLE_GUIDE.md:

   • Module docstring with ===== underline
   • Section banners: # ---------------------------------------------------------------------------
   • Imports between docstring and first banner
   • if __name__ == "__main__": gate
   • No emoji characters d. Also check non-Python files (README.md, etc.) in the directory for stale OpenAIChat references and update them. e. Make only minimal, behavior-preserving edits where needed for style compliance. f. Update cookbook/11_memory/TEST_LOG.md (root), cookbook/11_memory/memory_manager/TEST_LOG.md, and cookbook/11_memory/optimize_memories/TEST_LOG.md with fresh PASS/FAIL entries per file.

4. After all agents complete, collect and merge results.

Special cases:

• All memory examples require a running PostgreSQL instance — ensure ./cookbook/scripts/run_pgvector.sh is running.
• 05_multi_user_multi_session_chat.py and 06_multi_user_multi_session_chat_concurrent.py simulate multi-user sessions — they may take longer.
• memory_manager/ files use the MemoryManager API directly (not through Agent) — they have different patterns from root-level files.
• memory_manager/surrealdb/ files are being relocated to cookbook/92_integrations/surrealdb/ — skip if still present.

Validation commands (must all pass before finishing):

• .venvs/demo/bin/python cookbook/scripts/check_cookbook_pattern.py --base-dir cookbook/11_memory
• .venvs/demo/bin/python cookbook/scripts/check_cookbook_pattern.py --base-dir cookbook/11_memory/memory_manager
• .venvs/demo/bin/python cookbook/scripts/check_cookbook_pattern.py --base-dir cookbook/11_memory/optimize_memories
• source .venv/bin/activate && ./scripts/format.sh — format all code (ruff format)
• source .venv/bin/activate && ./scripts/validate.sh — validate all code (ruff check, mypy)

Final response format:

1. Findings (inconsistencies, failures, risks) with file references.
2. Test/validation commands run with results.
3. Any remaining gaps or manual follow-ups.
4. Results table in this format:

Subdirectory	File	Status	Notes
root	01_agent_with_memory.py	PASS	Memory persisted across runs
memory_manager	01_standalone_memory.py	PASS	CRUD operations completed