Analyze compaction-debugger logs to quantify token savings per session.
npx skills add https://github.com/Lsogod/compaction-debugger --skill token-report-lsogod
Please help me install this Agent Skill. Skill: token-report Source: https://github.com/Lsogod/compaction-debugger/tree/main/skills/token-report Command: npx skills add https://github.com/Lsogod/compaction-debugger --skill token-report-lsogod
This skill collects and explains how token usage changes across compaction-debugger rounds, helping users quantify and reason about token savings.
Run the token-report to generate the latest per-session token savings summary from logs.
High-intent search queries and answers about installing and using this skill.
To quantify token savings from compaction-debugger logs, parse fields like sourceEstimatedTokens and estimatedTokens to generate per-round and per-session insights, calculating original estimates, preprocessed estimates, and actual savings.
Analyzing token usage trends in long conversations involves applying pre-processing to affect token usage and identifying savings sources across sessions. This helps users reason about efficiency improvements and communicate them during audits.
Yes, you can generate a per-session token savings summary directly from the logs directory. The process requires access to the logs directory and the ability to parse specific fields like estimatedTokenSavings to produce the latest insights.
Token reporting does explain where savings come from during pre-processing by generating explanations of savings sources. It identifies trends across sessions and helps communicate these efficiency improvements to stakeholders.
You need to run a token report for conversation logs when you have long conversations with many rounds where pre-processing affects token usage. It is specifically used when users want to understand savings trends and quantify efficiency.
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