Track reads, edits, and file turns to trigger delegation thresholds.
npx skills add https://github.com/rayk/lucid-toolkit --skill operation-tracker
Please help me install this Agent Skill. Skill: operation-tracker Source: https://github.com/rayk/lucid-toolkit/tree/main/plugins/luc/skills/operation-tracker Command: npx skills add https://github.com/rayk/lucid-toolkit --skill operation-tracker
Maintain awareness of operation counts across the conversation to prevent cumulative context exhaustion. Use when you notice multiple operations accumulating or when working on iterative tasks across turns.
Before each operation, record reads/edits since last Task; delegate when thresholds are exceeded
High-intent search queries and answers about installing and using this skill.
Context exhaustion occurs when cumulative reads, edits, and file operations accumulate across turns. Track operation counts—reads, edits, consecutive same-file turns, and continue cycles—against thresholds (≥2 reads, ≥3 edits, ≥3 consecutive same-file turns, ≥3 continue cycles) to trigger delegation to subagents before context runs out.
Delegate when operation thresholds are exceeded: 2+ reads since last task, 3+ edits, 3+ consecutive turns on the same file, or 3+ continue cycles. Delegation preserves context budget by offloading accumulated work, enabling continuation without exhaustion.
Count file reads, file edits, consecutive turns working on the same file, and continue cycles (conversation restarts). These four metrics signal cumulative context load. When any reaches its threshold, delegation becomes necessary to maintain usable context window.
Operation tracking maintains awareness of reads, edits, and turn patterns across the conversation. By monitoring these metrics, you identify when accumulated operations degrade context efficiency, allowing proactive delegation before performance degrades or context exhausts.
Yes. Operation tracking applies to any multi-turn workflow involving delegation. It works with read chains, iterative edits, and continue loops—any pattern where operations accumulate across turns and context preservation matters for task completion.
Manual tracking requires remembering counts; threshold-based tracking automates the decision. Recording reads, edits, and file turns against fixed thresholds (≥2 reads, ≥3 edits, ≥3 consecutive same-file, ≥3 continues) makes delegation decisions objective and timely.
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