Operations · Intermediate
Auditing agent proxy logs for token bloat
Inspect captured outgoing model prompts to spot excessive context windows and reduce token waste
- When something happensNew proxy session log captured
- ThenAnalyze prompt payloads and token totals
- ResultAudit report with optimization
Review captured request payloads and token counts generated by developer terminal tools. The bot scans logged prompts, identifies repetitive file dumps or unconstrained tool queries, and summarizes opportunities to optimize context usage and reduce API expenses.
Prompt to start with
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Scan proxy request logs stored locally from your developer sessions. Parse request payloads and token metrics, flagging repetitive context injections, large raw file reads, or potential credential leaks. Generate an audit report in notes detailing top token drivers and specific suggestions to trim prompt sizes. Always ask for user approval before posting summary notifications to Slack.