AugmentClaude

Token Dashboard

View your context usage trends, quality scores, and session history in a live dashboard.

Installation

  1. Make sure Claude is on your device and in your terminal.

    Skills load from ~/.claude/skills/ when Claude Code starts up — so you need it on your machine first. If you don't have it yet, install it once with the command below, then run claude in any terminal to verify.

    One-time setup
    npm i -g @anthropic-ai/claude-code

    Already have it? Skip ahead.

  2. Paste into Claude Code or into your terminal.

    This copies the whole skill folder into ~/.claude/skills/token-dashboard-alexgreensh/ — the SKILL.md plus any scripts, reference docs, or templates the skill ships with. Safe default: works for every skill.

    Faster alternative (instruction-only skills)

    Skips the clone and grabs only the SKILL.md file. Don't use this if the skill ships Python scripts, reference markdowns, or asset templates — they won't be downloaded and the skill will fail when it tries to load them.

    Quick install (SKILL.md only)
    Sign up to copy
  3. Restart Claude Code.

    Quit and reopen Claude Code (or any other agent that loads from ~/.claude/skills/). New skills are picked up on startup.

  4. Just ask Claude.

    Skills auto-activate when your request matches the skill's description — no slash command needed. Trigger phrases live in the skill's own frontmatter; you can read them in the “What this skill does” section above.

Prefer to read the source first? Open on GitHub.

When Claude uses it

Open the Token Optimizer dashboard. Collects latest session data, regenerates the dashboard, and opens it in your browser.

What this skill does

Token Optimizer Dashboard

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

Instructions

  1. 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 "$CODEX_HOME" ] || [ -d "$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"
  1. Collect and open:
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.

  1. Tell the user the dashboard is open. URL-first ordering (v5.3.3+):
    • 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.
    • For Claude Code file fallback: File: ~/.claude/_backups/token-optimizer/dashboard.html.
    • For Codex file fallback: File: ~/.codex/_backups/token-optimizer/dashboard.html.
    • If DAEMON_NOT_RUNNING in Claude Code: suggest python3 $MEASURE_PY setup-daemon (macOS and Windows).
    • If DAEMON_NOT_RUNNING in Codex: do not imply the Claude daemon is required; the generated file works, and Stop hooks refresh it when balanced hooks are installed.

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