Improve System

Use when Ane types /improve-system, asks to "mine recent sessions", "what is the system getting w…

by gasserane

The skill

Use when Ane types /improve-system, asks to "mine recent sessions", "what is the system getting wrong", "improvement loop", "trend the rejection rate" — or asks "where are my tokens going", "token audit", "why was that session expensive" (spend-audit mode) — or when the SessionStart maintenance nudge reports improve-system due (14-day cadence). Mines the QA logs and session history for recurring correction patterns, proposes system edits, and audits where token spend goes. Not for one-off bug fixes (/system-audit finds those), not for wiki integrity (/li lint), not for quality-posture grading (/grade-system).

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Use this skill

Connect your agent to the Skill Store MCP server and ask for it by ref: gasserane/improve-system-80227470633.

Markdown version

Details

Publisher: gasserane
Category: AI & Agents › Agent evaluation
Updated: 2026-10-16

References

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