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token-dashboard
// Open the Token Optimizer dashboard. Collects latest session data, regenerates the dashboard, and opens it in your browser.
// Open the Token Optimizer dashboard. Collects latest session data, regenerates the dashboard, and opens it in your browser.
Audit token waste across agent systems (Claude Code, Codex, OpenClaw, Hermes, OpenCode). Detect idle burns, model misrouting, and config bloat with dollar savings.
Find the ghost tokens. Audit Claude Code or Codex setup, see where context goes, fix it. Use when context feels tight.
Context window coach. Proactive guidance for token-efficient Claude Code or Codex projects, multi-agent systems, and skill architecture.
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 "$CODEX_HOME" ] || [ -d "$HOME/.codex" ]; then
RUNTIME="codex"
else
RUNTIME="claude"
fi
fi
MEASURE_PY=""
for f in "$HOME/.codex/skills/token-optimizer/scripts/measure.py" \
"$HOME/.codex/plugins/cache"/*/token-optimizer/*/skills/token-optimizer/scripts/measure.py \
"$HOME/.claude/skills/token-optimizer/scripts/measure.py" \
"$HOME/.claude/plugins/cache"/*/token-optimizer/*/skills/token-optimizer/scripts/measure.py; do
[ -f "$f" ] && MEASURE_PY="$f" && break
done
[ -z "$MEASURE_PY" ] && { echo "[Error] measure.py not found. Is Token Optimizer installed?"; exit 1; }
export TOKEN_OPTIMIZER_RUNTIME="$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.File: ~/.claude/_backups/token-optimizer/dashboard.html.File: ~/.codex/_backups/token-optimizer/dashboard.html.python3 $MEASURE_PY setup-daemon (macOS and Windows).