remember

/remember - Save Session to Memory

Summarize the current work session and save it to persistent memory for future context.

Instructions

When the user invokes /remember, you should:

1. Check for Activity Log

First, check if there's an activity log from this session:

REPO_ROOT=$(git rev-parse --show-toplevel 2>/dev/null || echo "$PWD")
ACTIVITY_FILE="$REPO_ROOT/.claude-memory/activity.log"
if [ -f "$ACTIVITY_FILE" ]; then
    cat "$ACTIVITY_FILE"
fi

2. Analyze the Session

Review what was accomplished in this conversation:

• What files were read, created, or modified?
• What was the main goal or task?
• What key decisions were made?
• Were there any important patterns or learnings?

2.5. Compression Guidelines

When writing summaries, facts, or knowledge entries, follow these rules to maximize information density:

• Resolve pronouns to concrete entities: Write "JWT middleware validates tokens" not "it validates them"
• Use absolute file paths: Write "src/auth/middleware.ts" not "this file" or "the auth file"
• Write dense, self-contained summaries: Each memory entry should be understandable without the original conversation context
• Avoid filler phrases: Do not use "I think", "basically", "sort of", "actually" — state facts directly
• Use ISO dates: Write "2026-02-11" not "today" or "yesterday" — temporal references decay quickly

The system automatically compresses text at write time (normalizing dates, stripping filler), but writing clean summaries upfront produces better results.

3. Generate Summary

Create a concise summary (2-3 sentences) that captures:

• What was done (the main accomplishment)
• Why it matters (the purpose or problem solved)
• Key details (important files, patterns, or decisions)

4. Extract Metadata

Identify:

• Files touched: List of file paths worked on
• Topics: 3-5 keywords for searchability (e.g., "auth, jwt, middleware, security")
• Tools used: Main tools used (Read, Write, Edit, Bash, etc.)

5. Save to Memory

Use the memory-db.sh script to save:

PLUGIN_DIR="${PLUGIN_DIR:-$HOME/claude-turbo-search}"
MEMORY_SCRIPT="$PLUGIN_DIR/memory/memory-db.sh"

# Initialize if needed
"$MEMORY_SCRIPT" init

# Save session
"$MEMORY_SCRIPT" add-session \
    "YOUR_SUMMARY_HERE" \
    '["file1.ts", "file2.ts"]' \
    '["Read", "Edit", "Bash"]' \
    "topic1, topic2, topic3"

6. Optionally Add Knowledge or Facts

If during the session you learned something important about the codebase that should be remembered:

For code area knowledge:

"$MEMORY_SCRIPT" add-knowledge \
    "src/auth" \
    "Authentication module using JWT tokens with refresh token rotation" \
    "Tokens expire in 15min, refresh tokens in 7 days"

For project facts:

"$MEMORY_SCRIPT" add-fact "Uses PostgreSQL with Prisma ORM" "architecture"
"$MEMORY_SCRIPT" add-fact "All API routes require authentication except /health" "convention"

6.5. Save Token Metrics

Before clearing the activity log, calculate and persist token metrics for this session:

PLUGIN_DIR="${PLUGIN_DIR:-$HOME/claude-turbo-search}"
MEMORY_SCRIPT="$PLUGIN_DIR/memory/memory-db.sh"
REPO_ROOT=$(git rev-parse --show-toplevel 2>/dev/null || echo "$PWD")
ACTIVITY_FILE="$REPO_ROOT/.claude-memory/activity.log"

if [ -f "$MEMORY_SCRIPT" ] && [ -f "$ACTIVITY_FILE" ]; then
    # Get the session ID just saved (most recent)
    SESSION_ID=$("$MEMORY_SCRIPT" recent 1 2>/dev/null | grep -o '"id":[0-9]*' | head -1 | grep -o '[0-9]*')

    if [ -n "$SESSION_ID" ]; then
        SEARCHES=$(grep -c "SEARCH:" "$ACTIVITY_FILE" 2>/dev/null || echo "0")
        READS=$(grep -c "|Read|" "$ACTIVITY_FILE" 2>/dev/null || echo "0")
        EDITS=$(grep -c "|Edit|" "$ACTIVITY_FILE" 2>/dev/null || echo "0")
        "$MEMORY_SCRIPT" add-token-metrics "$SESSION_ID" "$SEARCHES" "$READS" "$EDITS" 2>/dev/null || true
    fi
fi

This step is non-blocking — if memory-db.sh is unavailable or fails, the session save still succeeds.

7. Clear Activity Log

After saving, clear the activity log:

ACTIVITY_FILE="$REPO_ROOT/.claude-memory/activity.log"
[ -f "$ACTIVITY_FILE" ] && rm "$ACTIVITY_FILE"

8. Confirm to User

Report what was saved:

Saved to memory:
- Summary: [your summary]
- Topics: [topics]
- Files: [count] files tracked

Memory now contains [X] sessions. Use /memory-stats to see details.

Example Output

Saved to memory:
- Summary: Implemented JWT authentication with refresh token rotation. Added middleware for protected routes and updated user model with token fields.
- Topics: auth, jwt, middleware, tokens, security
- Files: 4 files tracked

Memory now contains 12 sessions.

Additional Commands

If the user wants to add specific knowledge or facts, they can say:

• "Remember that this project uses X" -> Add as fact
• "Remember how the auth module works" -> Add as knowledge

Ask clarifying questions if the summary scope is unclear.