A comprehensive picture of Claude Code usage, built from the local session transcripts in ~/.claude/projects//*.jsonl (each assistant message records its token usage, tool calls, model, and metadata). This is not limited to "tokens ruflo burns"** — it covers ALL Claude Code activity (interactive, subagents, hooks, MCP, web tools) and answers two questions: where is my usage going? and is any of it runaway automation?
Ruflo Token Audit is a community-contributed Claude Code skill in the content-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/ruflo-token-audit/ and loads when your prompt matches the skill's trigger.
When to invoke it: Use when the user asks where their Claude Code usage/tokens are going, is burning through their plan unexpectedly fast, hitting limits, or wants a breakdown of their Claude Code activity. Produces a COMPREHENSIVE usage report from local session transcripts: tokens by day/model/project, tool usage, MCP usage, subagent fan-out, web-tool calls, cache efficiency, busiest sessions, hourly activity, and a runaway-daemon cross-reference — distinguishing interactive work from automation and recommending concrete fixes.
The Ruflo Token Audit Claude Code skill is built for content creators, marketers, copywriters, SEO professionals, and editorial teams. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 213,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).
mkdir -p ~/.claude/skills/ruflo-token-audit curl -L https://claudskills.com/skills/ruflo-token-audit/SKILL.md \ -o ~/.claude/skills/ruflo-token-audit/SKILL.md
Or just download SKILL.md directly and drop it into ~/.claude/skills/ruflo-token-audit/. Claude Code auto-discovers it on next session.
Skills live at ~/.claude/skills/ruflo-token-audit/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\ruflo-token-audit\SKILL.md on Windows. See the full install guide for step-by-step instructions.
Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →
The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.
For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.
SKILL.md from the source repository to ~/.claude/skills/ruflo-token-audit/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Ruflo Token Audit is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Content category. Learn more at /learn/what-is-a-claude-skill/.If you reference this skill in a blog post, paper, or documentation, you can cite it as:
@misc{ruflo-token-audit-2026,
author = {pacphi},
title = {Ruflo Token Audit [Claude Code skill]},
year = {2026},
publisher = {ClaudSkills},
url = {https://claudskills.com/skills/ruflo-token-audit/}
}Grade A · scanned 2026-11-01 — free static scan against the OWASP Agentic Skills Top 10.
No risk patterns were found in any of the ten OWASP-aligned categories. How grading works ›
Browse all Content skills in the ClaudSkills registry, or explore these other picks from the same category:
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SKILL.md files, not affiliated with, endorsed by, or sponsored by Anthropic.