[FEATURE] Memory Efficiency must be reviewed

Preflight Checklist

• [x] I have searched existing requests and this feature hasn't been requested yet
• [x] This is a single feature request (not multiple features)

Problem Statement

1. Sometimes claude code forgets instructions that are too old
2. Sometimes claude code forgets to access global memory
3. Sometimes claude code forgets to access project specific memory.

Proposed Solution

1. Maybe you could use my computer's memory to save megabytes or gigabytes of memories and then add a searchtool to efficiently search the relevant instruction from the memory. This way token window is maintained and less token is wasted.
2. Create a “never forget” layer which may contain references to very important instructions, global instruction locations, project specific instruction locations
3. Use vector db and semantic retrival User query → embed → similarity search → inject top K memories
4. Raw logs are inefficient. Use:

Summarization trees
Instruction extraction
Deduplication

1. Trigger memory fetch when:

file opened
function edited
error occurs
specific keyword appears
This Reduces unnecessary retrieval

1. Separate memory by scope

/global_memory
/project_A_memory
/project_B_memory
if (project == A) → only search A + global

1. After producing a response: "Did I miss any relevant memory?" If yes → re-query memory → refine answer

Alternative Solutions

_No response_

Priority

Critical - Blocking my work

Feature Category

CLI commands and flags

Use Case Example

_No response_

Additional Context

_No response_