/ccmem-cleanup

Review low-confidence memories and decide whether to archive or reinforce them.

Usage

/ccmem-cleanup
/ccmem-cleanup --threshold 0.4

Options

• •--threshold <N> — Confidence threshold (default: 0.3). Memories below this are reviewed.

Execution Steps

1. •Find all memories with confidence below threshold
2. •If none: "No low-confidence memories to review"
3. •For each memory, present an interactive review:

Interactive Review Flow

For each low-confidence memory:

Display:

Review 1 of 5 (confidence < 0.3)
================================

Title: Prefer tabs over spaces
Type: preference
Confidence: 0.25
Status: under_review

Description:
  User mentioned preferring tabs in one conversation.

Last accessed: 30 days ago
Feedback: 0 positive, 1 negative

---
What would you like to do?
  archive   — Remove from active memories
  reinforce — Boost confidence (+0.1)
  skip      — Leave as-is
  stop      — Exit review

Process response:

• •archive: Set status to archived, continue
• •reinforce: Run ccmem reinforce <id>, continue
• •skip: Leave unchanged, continue
• •stop: Exit the review loop

1. •After all memories (or stop):

Cleanup Summary
===============
Archived: 3
Reinforced: 1
Skipped: 1

Active memories: 15 (was 18)

When to Run

• •After ccmem stats shows many low-confidence memories
• •Periodically to prune stale preferences
• •When memories seem outdated or wrong

Related Commands

• •/ccmem-list --confidence 0.3 — See low-confidence memories
• •/ccmem-forget <id> — Archive a specific memory
• •/ccmem-reinforce <id> — Boost a specific memory