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optimize-tokenslisted

Token optimization advisor for the user. Triggers in two situations: (1) When the user explicitly says "optimize tokens", "reduce tokens", "token efficient", or asks how to prompt better for efficiency. (2) When a request is detectably token-heavy - e.g., involves processing many files, large rewrites, multi-step research, full document generation, long context dumps - and a lighter approach could achieve the same result. Always prioritize quality over reduction. This skill is about eliminating waste, not restricting output. Use this skill proactively when you sense the request could be restructured to save significant tokens without quality loss.
CSPulse/cs-skills · ★ 1 · Data & Documents · score 67
Install: claude install-skill CSPulse/cs-skills
# Optimize Tokens The goal is simple: help the user get the same quality output with less token waste. Not fewer results - fewer unnecessary round-trips, context repetition, and bloated prompts. **Core principle**: Quality comes first. Token savings that compromise output are not savings - they're regressions. Always confirm the quality bar before optimizing. --- ## What this needs Nothing. No workspace, no connectors, no files. It works in any chat from the first message. --- ## When this skill fires ### Case 1: Explicit request The user says something like "optimize my tokens", "how should I prompt this to save tokens", or "make this more efficient." → Analyze their current or upcoming request and show them a rewritten version that achieves the same outcome with less waste. ### Case 2: Proactive detection You detect the request is likely to consume a disproportionate number of tokens due to: - Large file inputs (pasting full documents when only a section is needed) - Vague open-ended asks that will require extensive clarification loops - Requests for full rewrites when targeted edits would suffice - Repeating context that was already established in this session - Multi-step tasks where the scope could be batched or narrowed → Flag it before starting. Show the optimized version. Confirm before proceeding. --- ## The two-gate confirmation system Before doing any work, run through these two gates in order: ### Gate 1: Quality check Always ask (or assess from con