fleet-auditor
Cross-system agent token/cost audit (Claude Code, Codex, OpenClaw, Hermes, OpenCode): idle burns, model misrouting, config bloat, with dollar savings.
Pull a prior session's checkpoint on demand when the user is continuing prior work. Returns fenced, source-labeled, scrubbed recovery context. Do NOT call on a fresh, unrelated task.
$ npx -y skills add alexgreensh/token-optimizer --skill resume-checkpoint --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/resume-checkpointContext preview
The summary Claude sees to decide when to auto-load this skill.
Pull a prior session's checkpoint on demand when the user is continuing prior work. Returns fenced, source-labeled, scrubbed recovery context. Do NOT call on a fresh, unrelated task.
name: resume-checkpoint description: Pull a prior session's checkpoint on demand when the user is continuing prior work. Returns fenced, source-labeled, scrubbed recovery context. Do NOT call on a fresh, unrelated task. effort: low
A model-invokable tool that fetches and judges a prior session's checkpoint **on demand**, when the user is continuing prior work and the SessionStart pointer was not enough (or was declined).
Call this skill when the user is **continuing prior work** and you need the prior session's context to proceed efficiently:
**Do NOT call on a fresh, unrelated task.** This tool costs ~300 tokens per call. A no-match returns one line, but calling it on every fresh session wastes the tokens the pointer gate was built to save. If the user's opening is clearly a new, self-contained task with no reference to prior work, do not call.
# Resolve pull_checkpoint.py. In a plugin install $CLAUDE_PLUGIN_ROOT points at # the plugin root; otherwise find the newest installed copy across channels so a # stale plugin-cache copy never shadows a fresh install. PULL_PY="" if [ -n "$CLAUDE_PLUGIN_ROOT" ] && [ -f "$CLAUDE_PLUGIN_ROOT/skills/resume-checkpoint/scripts/pull_checkpoint.py" ]; then PULL_PY="$CLAUDE_PLUGIN_ROOT/skills/resume-checkpoint/scripts/pull_checkpoint.py" else PULL_PY="$(find -L "$HOME/.claude/skills" "$HOME/.claude/plugins/cache" "$HOME/.codex/skills" "$HOME/.codex/plugins/cache" "$HOME/.config/opencode/plugins/cache" "$HOME/.config/opencode/plugins" -type f -path '*resume-checkpoint/scripts/pull_checkpoint.py' 2>/dev/null | head -1)" fi if [ -z "$PULL_PY" ] || [ ! -f "$PULL_PY" ]; then echo "[Error] pull_checkpoint.py not found. Is Token Optimizer installed?"; exit 1; fi # $CLAUDE_SESSION_ID is the live session id the harness sets. Passing it is what # excludes THIS session's own checkpoints (own-session recovery is the # SessionStart/compact path's job, not the pull tool's). python3 "$PULL_PY" --prompt "<the user's opening/continuation prompt>" [--cwd "$PWD"] [--session-id "$CLAUDE_SESSION_ID"]
The `--prompt` is what the scorer ranks against. Pass the user's actual continuation text, not a paraphrase.
Find the ghost tokens. Fix them. Survive compaction. Avoid context quality decay.
Repo: alexgreensh/token-optimizer
Cross-system agent token/cost audit (Claude Code, Codex, OpenClaw, Hermes, OpenCode): idle burns, model misrouting, config bloat, with dollar savings.
Plan a token-efficient Claude Code or Codex setup, or get a quick health check. Coaching, not the full audit (use token-optimizer for that).
Open the Token Optimizer dashboard in your browser (context usage, quality, savings). Use to view the dashboard.
Audit a Claude Code or Codex setup for context-window waste, then fix it and measure the savings. Use when context feels tight.