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Manage persistent memory for autonomous coding.
Passed 18 of 21 test cases with the skill, and 10 of 21 without it.
and 7 more in the full report
9 fixed10 passed either way3 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 9 test cases the skill fixed. Same model, same prompt, with and without the skill.
From which specific script module path in this project repository should the MemoryManager class be imported?
| Checked | Without skill | With skill |
|---|---|---|
| Specifies scripts.memory_manager as the import source path | Missed | Passed |
The instructions your model reads when the skill loads.
Manage persistent memory using Graphiti for cross-session knowledge.
Integrates with Graphiti memory system to store and retrieve knowledge, enabling learning across sessions and projects.
from scripts.memory_manager import MemoryManager
memory = MemoryManager(project_dir)
await memory.store("auth patterns", {"jwt": True, "session": False})
knowledge = await memory.retrieve("authentication")
Uses Graphiti + LadybugDB for persistent storage.
See scripts/memory_manager.py for full implementation.
test cases passed, vs 10 / 21 without
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