AI Tools Setup

AI Tools Setup: RTK + ICM + Vox

Install, repair, and measure the RTK+ICM+Vox toolkit for Claude Code.

What This Skill Does

Tools in the Bundle

Step 1: Detect Current State

Run this to see what is installed and what is missing:

echo "=== Binary check ===" && \
  (rtk --version 2>/dev/null && echo "RTK: ok") || echo "RTK: MISSING" && \
  (icm --version 2>/dev/null && echo "ICM: ok") || echo "ICM: MISSING" && \
  (vox --version 2>/dev/null && echo "Vox: ok") || echo "Vox: MISSING"

echo "=== RTK hook ===" && \
  grep -c '"rtk hook claude"' ~/.claude/settings.json 2>/dev/null \
    && echo "RTK hook: ok" || echo "RTK hook: MISSING"

echo "=== ICM hooks ===" && \
  grep -c '"icm hook' ~/.claude/settings.json 2>/dev/null \
    && echo "ICM hooks: ok" || echo "ICM hooks: MISSING"

echo "=== ICM MCP ===" && \
  python3 -c "import json; d=json.load(open(open('$HOME/.claude.json').name)); print('ICM MCP: ok' if 'icm' in d.get('mcpServers',{}) else 'ICM MCP: MISSING')" 2>/dev/null || echo "ICM MCP: MISSING"

echo "=== Vox MCP ===" && \
  python3 -c "import json; d=json.load(open(open('$HOME/.claude.json').name)); print('Vox MCP: ok' if 'vox' in d.get('mcpServers',{}) else 'Vox MCP: MISSING')" 2>/dev/null || echo "Vox MCP: MISSING"

echo "=== ICM CLAUDE.md ===" && \
  grep -c 'icm:start' ~/.claude/CLAUDE.md 2>/dev/null \
    && echo "ICM CLAUDE.md: ok" || echo "ICM CLAUDE.md: MISSING"

Read the output and determine which of the following repair steps are needed.

Step 2: Install Missing Binaries

Only run for tools that showed MISSING above.

RTK:

brew install rtk
rtk --version

ICM:

brew install rtk-ai/tap/icm
icm --version

Vox:

brew install rtk-ai/tap/vox
vox --version

Step 3: Repair Hooks

RTK hook missing

Add the PreToolUse RTK hook to ~/.claude/settings.json. Read the file first, then add inside the existing "hooks" block (or create one):

"PreToolUse": [
  {
    "matcher": "Bash",
    "hooks": [{ "type": "command", "command": "rtk hook claude" }]
  }
]

Then verify: grep -c '"rtk hook claude"' ~/.claude/settings.json

ICM hooks missing

Run:

icm init --mode hook

This adds PreToolUse, PostToolUse, PreCompact, UserPromptSubmit, SessionStart, SessionEnd hooks automatically.

Vox Stop hook missing

Run:

vox init --mode cli

Step 4: Repair MCP Servers

ICM MCP missing

icm init --mode mcp

Vox MCP missing

vox init --mode mcp

Verify both by checking ~/.claude.json:

python3 -c "import json; d=json.load(open('$HOME/.claude.json')); print(list(d.get('mcpServers',{}).keys()))"

Step 5: Repair CLAUDE.md Instructions

If ICM instructions are missing from ~/.claude/CLAUDE.md:

icm init --mode cli

Then move the block from wherever icm init placed it into ~/.claude/CLAUDE.md (the global file), and remove it from any project-local files.

Step 6: Effectiveness Digest

Run this report to see how the toolkit is performing. Good to run weekly.

echo "=============================="
echo "  AI TOOLS EFFECTIVENESS"
echo "=============================="
echo ""
echo "--- RTK: Token Savings ---"
rtk gain 2>/dev/null || echo "No data yet (run some commands first)"
echo ""
echo "--- ICM: Memory Health ---"
icm health 2>/dev/null || echo "No memories yet"
echo ""
echo "--- ICM: Topics ---"
icm topics 2>/dev/null || echo "No topics yet"
echo ""
echo "--- Vox: Usage ---"
vox stats 2>/dev/null || echo "No stats yet"
echo ""
echo "=============================="

What healthy output looks like

• RTK: Tokens saved: 5M+ (85%+) across 500+ commands. If savings are low, run rtk discover to find uncovered commands
• ICM: Topics like decisions-*, errors-resolved, preferences with recent timestamps. If empty, start storing manually with icm store
• Vox: Non-zero speak count means the Stop hook fired

Step 7 (Optional): Schedule a Weekly Digest

To get a weekly automated report without having to remember to run this skill:

# Create a weekly digest script
cat > ~/ai-tools-digest.sh << 'EOF'
#!/bin/bash
echo "=== Weekly AI Tools Digest: $(date) ===" | tee -a ~/ai-tools-digest.log
echo "" | tee -a ~/ai-tools-digest.log
rtk gain 2>/dev/null | tee -a ~/ai-tools-digest.log
echo "" | tee -a ~/ai-tools-digest.log
icm health 2>/dev/null | tee -a ~/ai-tools-digest.log
echo "" | tee -a ~/ai-tools-digest.log
icm topics 2>/dev/null | tee -a ~/ai-tools-digest.log
# Speak the summary if Vox is available
vox "Weekly digest complete. Check your log." 2>/dev/null || true
EOF
chmod +x ~/ai-tools-digest.sh

Then set up a weekly launchd job (macOS):

cat > ~/Library/LaunchAgents/com.oleg.ai-tools-digest.plist << 'EOF'
<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd">
<plist version="1.0">
<dict>
  <key>Label</key>
  <string>com.oleg.ai-tools-digest</string>
  <key>ProgramArguments</key>
  <array>
    <string>/bin/bash</string>
    <string>/Users/oleg.koval/ai-tools-digest.sh</string>
  </array>
  <key>StartCalendarInterval</key>
  <dict>
    <key>Weekday</key>
    <integer>1</integer>
    <key>Hour</key>
    <integer>9</integer>
    <key>Minute</key>
    <integer>0</integer>
  </dict>
  <key>StandardOutPath</key>
  <string>/tmp/ai-tools-digest.log</string>
  <key>StandardErrorPath</key>
  <string>/tmp/ai-tools-digest.err</string>
</dict>
</plist>
EOF

launchctl load ~/Library/LaunchAgents/com.oleg.ai-tools-digest.plist
echo "Weekly digest scheduled for Mondays at 9am"

To view the digest log anytime: cat ~/ai-tools-digest.log

To unload: launchctl unload ~/Library/LaunchAgents/com.oleg.ai-tools-digest.plist

Quick Reference