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Open the Token Optimizer dashboard. Collects latest session data, regenerates the dashboard, and opens it in your browser.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
Find the ghost tokens. Audit Claude Code or Codex setup, see where context goes, fix it. Use when context feels tight.
Find the ghost tokens. Audit Claude Code or Codex setup, see where context goes, fix it. Use when context feels tight.
Context window coach analyzing setup overhead, historical usage trends, and session habits. Use when building something new and wanting token efficiency from the start, existing sessions feel sluggish or context fills too fast, designing multi-agent systems, or wanting a quick health check with real numbers. Do NOT use for running the full audit and applying fixes (use /token-optimizer instead).
Audit token waste across agent systems (Claude Code, Codex, OpenClaw, Hermes, OpenCode). Detect idle burns, model misrouting, and config bloat with dollar savings.
Audit your OpenClaw setup for token waste, context bloat, and cost optimization opportunities
| name | token-dashboard |
| description | Open the Token Optimizer dashboard. Collects latest session data, regenerates the dashboard, and opens it in your browser. |
Opens an up-to-date dashboard showing your context usage trends, quality scores, session history, and skill management.
RUNTIME="${TOKEN_OPTIMIZER_RUNTIME:-}"
if [ -z "$RUNTIME" ]; then
if [ -n "$CLAUDE_PLUGIN_ROOT" ] || [ -n "$CLAUDE_PLUGIN_DATA" ]; then
RUNTIME="claude"
elif [ -n "$OPENCODE" ] || [ -n "$OPENCODE_BIN" ] || [ -n "$OPENCODE_CONFIG_DIR" ] || [ -n "$OPENCODE_CONFIG" ]; then
RUNTIME="opencode"
elif [ -n "$CODEX_HOME" ]; then
RUNTIME="codex"
elif [ -d "$HOME/.config/opencode" ] && [ ! -d "$HOME/.codex" ]; then
RUNTIME="opencode"
elif [ -d "$HOME/.codex" ]; then
RUNTIME="codex"
else
RUNTIME="claude"
fi
fi
# Resolve measure.py to the NEWEST installed copy across channels so a stale
# plugin-cache copy never shadows a fresh install (issue #57). find -L follows the
# install.sh symlink under ~/.claude/skills; cd -P resolves it before reading each
# copy's plugin.json for its version. find (not bare globs) never errors under zsh.
MEASURE_PY=""; _best_ver=""
while IFS= read -r _cand; do
[ -f "$_cand" ] || continue
_root="$(cd -P -- "$(dirname -- "$_cand")/../../.." 2>/dev/null && pwd)"
_ver="$(sed -n 's/.*"version"[[:space:]]*:[[:space:]]*"\([^"]*\)".*/\1/p' "$_root/.claude-plugin/plugin.json" 2>/dev/null | head -1)"
[ -n "$_ver" ] || _ver="0.0.0"
if [ -z "$_best_ver" ] || [ "$(printf '%s\n%s\n' "$_ver" "$_best_ver" | sort -t. -k1,1n -k2,2n -k3,3n -k4,4n | tail -n1)" = "$_ver" ]; then
_best_ver="$_ver"; MEASURE_PY="$_cand"
fi
done <<EOF
$(find -L "$HOME/.claude/skills" "$HOME/.claude/plugins/cache" "$HOME/.claude/token-optimizer" "$HOME/.codex/skills" "$HOME/.codex/plugins/cache" "$HOME/.config/opencode/plugins/cache" "$HOME/.config/opencode/plugins" -type f -name measure.py -path '*token-optimizer*/scripts/measure.py' 2>/dev/null)
EOF
if [ -z "$MEASURE_PY" ]; then echo "[Error] measure.py not found. Is Token Optimizer installed?"; exit 1; fi
export TOKEN_OPTIMIZER_RUNTIME="$RUNTIME"
python3 "$MEASURE_PY" collect --quiet && python3 "$MEASURE_PY" dashboard
This collects the latest session data into the trends database, regenerates the dashboard HTML, and opens it in your default browser.
python3 "$MEASURE_PY" daemon-status 2>/dev/nullURL: http://localhost:24842/token-optimizer (bookmarkable, auto-updates), then mention the file fallback.localhost:24842 URL. Tell the user the dashboard opened as a file, and suggest python3 $MEASURE_PY setup-daemon (macOS and Windows) if they want a bookmarkable URL. Dashboard: line from the step-2 output.