菜单
Parse native Claude and Codex logs into normalized usage metrics. Use when analyzing token burn, cost per task, model mix, or budget tracking. Do not use for runtime behavior changes.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
| name | observability |
| description | Parse native Claude and Codex logs into normalized usage metrics. Use when analyzing token burn, cost per task, model mix, or budget tracking. Do not use for runtime behavior changes. |
Parse vendor-native log files. Normalize only the metrics layer.
provider, session, task, role, model,
input_tokens, output_tokens, cache_write, cache_read,
total_tokens, estimated_cost, prompt_hash, outcome
~/.claude/projects/ (JSONL).scripts/ingest_claude_logs.py to extract UsageEvents.scripts/cost_report.py for aggregation.ccusage is a host-local collector, not global truth (issue #222). Use it for operational visibility and local burn rate.