token-dashboard

Token Optimizer Dashboard

Opens an up-to-date dashboard showing your context usage trends, quality scores, session history, and skill management.

Instructions

Resolve runtime and measure.py path:

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 "$CODEX_HOME" ]; then
    RUNTIME="codex"
  elif [ -n "$CLAUDECODE" ] || [ -n "$CLAUDE_CODE_ENTRYPOINT" ] || [ -n "$CLAUDE_CODE_SESSION_ID" ]; then
    RUNTIME="claude"
  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. 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"

Collect and open:

# TOKEN_OPTIMIZER_INTERACTIVE=1 marks this as a user-initiated open, so the 20s
# hook budget does not cut off a heavy rebuild on a large history. The user is
# waiting for this open, so it runs unbounded.
TOKEN_OPTIMIZER_INTERACTIVE=1 python3 "$MEASURE_PY" collect --quiet && \
  TOKEN_OPTIMIZER_INTERACTIVE=1 python3 "$MEASURE_PY" dashboard

This collects the latest session data into the trends database, regenerates the dashboard HTML, and opens it in your default browser.

Tell the user the dashboard is open. Probe the daemon before mentioning any URL:
- Probe daemon: python3 "$MEASURE_PY" daemon-status 2>/dev/null
- If DAEMON_RUNNING: lead with URL: http://localhost:24842/token-optimizer (bookmarkable, auto-updates), then mention the file fallback.
- If DAEMON_NOT_RUNNING: do not print the 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.
- File path: never hardcode it. It is install-dependent. Cite the Dashboard: line from the step-2 output.
- For Codex when DAEMON_NOT_RUNNING: do not imply the Claude daemon is required; the generated file works, and Stop hooks refresh it when balanced hooks are installed.

Written for and checked on Claude Opus 5.5 and Sonnet 5.5, and GPT-5.6 on Codex.

About this skill

Instructions