AI Token消耗监控。读取会话日志，统计Token消耗，检测异常并提供优化建议。 帮助用户了解AI使用成本，避免意外超支。 当用户说"Token"、"消耗多少"、"Token统计"、"费用"、"超支"时触发。 Keywords: Token, 消耗, 费用, 统计, 监控, 成本.

This skill appears to do what it claims: analyze local session logs and save aggregated token-usage JSON files. Before installing, consider: (1) the script will read your session files (~/.qclaw/agents/main/sessions) which may contain message contents—if those messages include sensitive data you may prefer not to run it or to inspect the script first; (2) it writes aggregated stats under ~/.qclaw/workspace/memory; ensure you are comfortable with that storage location; (3) it requires a local Python runtime to execute; (4) although no network calls are present, review the code if you want extra assurance. If you do not want the skill invoked autonomously, disable autonomous invocation in your agent settings.

Type: OpenClaw Skill Name: ai-token-usage Version: 1.0.2 The skill is a utility designed to monitor AI token consumption by parsing local session logs located in the user's OpenClaw directory. The Python script `scripts/token_stats.py` reads JSONL files to aggregate usage metrics and saves reports locally to a memory directory, with no evidence of network exfiltration, unauthorized access to sensitive credentials, or malicious prompt injection.