brewdoc:memory

What this skill does

# Memory Optimizer

Optimizes Claude Code memory files through 4 interactive steps.

> **No `context: fork`** — must run in main conversation to spawn agents.

## Phase 0: Load Context

0. **Determine memory directory (`$MEMORY_DIR`):**
   ```bash
   CUSTOM_DIR=$(cat .claude/settings.json 2>/dev/null | jq -r '.autoMemoryDirectory // empty')
   if [ -n "$CUSTOM_DIR" ]; then
     MEMORY_DIR="$(git rev-parse --show-toplevel)/$CUSTOM_DIR"
   else
     MEMORY_DIR=~/.claude/projects/<hash>/memory
   fi
   ```
   Read `.claude/settings.json` (if exists) → extract `autoMemoryDirectory`.
   If set → resolve as `<git-root>/<autoMemoryDirectory>`.
   If not set → use legacy `~/.claude/projects/<hash>/memory/` glob pattern.

1. Glob all memory files: `$MEMORY_DIR/*.md` (or `~/.claude/projects/**/memory/*.md` for legacy)
2. Read `~/.claude/CLAUDE.md` and project `CLAUDE.md` (if exists)
3. Glob `.claude/rules/*.md` — read all project rules
4. Read `~/.claude/rules/*.md` — read all global rules

Build context map:
```
memory_dir: $MEMORY_DIR
memory_files: [paths]
claude_md_sections: [sections]
rules_files: [paths with content]
```

## Step 1: Analysis — Remove Duplicates (Interactive)

**Goal:** Find memory entries that duplicate content already in CLAUDE.md or rules.

1. Spawn `Explore` agent to cross-reference all loaded files
2. Identify entries where:
   - Same rule already in CLAUDE.md
   - Same pattern already in a rules file
   - Contradicts CLAUDE.md (CLAUDE.md wins)
3. Show analysis:
   ```
   Found X duplicate/redundant entries (Y% of memory):
   | Entry | Memory File | Already In | Action |
   |-------|-------------|------------|--------|
   | "Use grepai first" | MEMORY.md:5 | rules/grepai-first.md | DELETE |
   ...
   ```
4. `AskUserQuestion`: "Delete X duplicate entries (Y% of memory)? This is safe — content exists elsewhere."
   - Options: "Yes, delete all" / "Review each" / "Skip this step"
5. Apply deletion using `Edit` tool if approved

## Step 2: Migration — Move to Rules/CLAUDE.md (Interactive)

**Goal:** Identify remaining memory entries better suited to persistent config files.

Decision tree (per entry):
- Applies to ALL projects + IS a rule/constraint → `~/.claude/rules/`
- Applies to THIS project only + IS a rule → `.claude/rules/`
- IS an architectural decision → project `CLAUDE.md`
- IS a fact/pattern reusable across sessions → KEEP in memory

1. Show categorization:
   ```
   X entries suitable for migration:
   | Entry | Current Location | Target | Reduction |
   |-------|-----------------|--------|-----------|
   | "Always use BD_PLUGIN_ROOT" | MEMORY.md:12 | .claude/rules/brewdoc.md | 15 tokens |
   ...
   Total: X entries → ~Y tokens saved
   ```
2. `AskUserQuestion`: "Migrate X entries to rules/CLAUDE.md?"
   - Options: "Yes, migrate all" / "Review each" / "Skip this step"
3. If approved:
   - Create/append to target rule files via `Edit`
   - Remove migrated entries from memory via `Edit`
   - If target file doesn't exist, create it

## Step 3: Compression (Interactive)

**Goal:** Compress remaining entries using LLM-efficient formatting.

Compression techniques:
- Prose → table row
- Multiple related entries → single table
- Verbose description → imperative one-liner
- List of examples → pattern + one example

1. Show compression preview:
   ```
   Compression opportunities found:
   | Before | After | Savings |
   |--------|-------|---------|
   | "When you need to... always use..." | "Use X for Y" | 8 tokens |
   ...
   Total: ~Y% token reduction (~Z tokens)
   ```
   Show 2-3 specific before/after samples.
2. `AskUserQuestion`: "Compress remaining memory? (~Y% reduction)"
   - Options: "Yes, compress all" / "Skip compression"
3. Apply compression via `Edit` (bottom-up order to preserve line numbers)

## Step 4: Validation (Automatic)

**Goal:** Verify final state and clean orphaned references.

1. Spawn `reviewer` agent to verify:
   - No broken file path references in memory files
   - No contradictions between memory and CLAUDE.md
   - Memory files are well-formed markdown
2. Clean broken references (Edit tool)
3. Check for orphaned memory files (files in `$MEMORY_DIR` with no MEMORY.md reference)
4. Report orphaned files and ask to delete

**Final Report:**
```markdown
## Memory Optimization Complete

### Summary
| Metric | Before | After | Saved |
|--------|--------|-------|-------|
| Total entries | X | Y | Z |
| Duplicate entries | X | 0 | — |
| Migrated entries | — | — | X |
| Token estimate | ~X | ~Y | ~Z (~P%) |

### Changes Made
- Step 1: Deleted X duplicate entries
- Step 2: Migrated X entries to rules/CLAUDE.md
- Step 3: Compressed X entries (Y% reduction)
- Step 4: Fixed X broken references, removed X orphaned files

### Final Memory Structure
{directory listing of $MEMORY_DIR}
```