/quick

description: Quick 10-second context health check with quality score and top issues

Quick Context Check

Fast health check. Show the user where they stand in under 10 lines.

Steps

1. Resolve measure.py path:

RUNTIME="${TOKEN_OPTIMIZER_RUNTIME:-}"
if [ -z "$RUNTIME" ]; then
  # Env signals are authoritative and checked before directory heuristics: a host
  # with BOTH ~/.codex and ~/.config/opencode (running OpenCode) must resolve to
  # opencode, not codex, so the tool never reaches into ~/.claude.
  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 "$HOME/.codex" ]; then
    RUNTIME="codex"
  else
    RUNTIME="claude"
  fi
fi
# Resolve measure.py to the NEWEST installed copy across channels so a stale
# plugin-cache copy never shadows a fresh install. find -L follows the
# install.sh symlink under ~/.claude/skills; cd -P resolves it before reading each
# copy's plugin.json for its version. find (not bare globs) never errors under zsh.
MEASURE_PY=""; TO_LAUNCHER=""; _best_ver=""
while IFS= read -r _cand; do
  [ -f "$_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="$_cand"; TO_LAUNCHER="$_root/hooks/python-launcher.sh"
  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 "$MEASURE_PY" ]; then echo "[Error] measure.py not found. Is Token Optimizer installed?"; exit 1; fi
# python-launcher.sh sits at the plugin root beside skills/. Routing EVERY
# runtime through it keeps Windows invocations flash-free: bare
# `python3` is a console-subsystem spawn on a Codex/OpenCode Windows host,
# while the launcher swaps to the GUI-subsystem pythonw.exe. On POSIX the
# launcher resolves the same python3 it always did.
[ -f "$TO_LAUNCHER" ] || TO_LAUNCHER=""
export TOKEN_OPTIMIZER_RUNTIME="$RUNTIME"

2. Run (use the resolved `$RUNTIME` — never hardcode a runtime; under OpenCode this keeps measurement scoped to the OpenCode session and never writes to `~/.claude`):

• Claude Code plugin: `bash "$CLAUDE_PLUGIN_ROOT/hooks/python-launcher.sh" $MEASURE_PY quick --json`
• Codex / OpenCode / standalone: `TOKEN_OPTIMIZER_RUNTIME="$RUNTIME" bash "$TO_LAUNCHER" "$MEASURE_PY" quick --json`

(only if `$TO_LAUNCHER` is empty, fall back to `TOKEN_OPTIMIZER_RUNTIME="$RUNTIME" python3 "$MEASURE_PY" quick --json` — the bare-python3 form flashes a console window on Windows)

3. Parse the JSON output and present concisely:

• Context overhead: X tokens (Y% of context window)
• Quality score: N/100 (letter grade)
• Top 3 offenders with estimated savings (if any)
• Degradation risk (from the MRCR curve data)

4. Keep the response under 10 lines. This is a quick pulse check, not a full audit.

5. Based on quality score, suggest next action:

• Score 85+: "Context is clean. No action needed."
• Score 70-84: "Context is good but has some bloat. Consider `/compact` if you've been going a while."
• Score 50-69: "Context quality is degraded. Run `/compact` to reclaim quality, or `/token-optimizer` for a full audit."
• Score below 50: "Context quality is critical. Consider `/clear` with checkpoint, or run `/token-optimizer` for a full audit."