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optimize-tokenslisted

Token optimization advisor for the user. Trigger 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 the request has one of these shapes: pasting or pointing to a long document and asking for feedback, review or edits on all of it; asking for the same treatment applied across many files; asking for a full rewrite where a targeted edit would do; or repeating context already established earlier in this session. Always prioritize quality over reduction: this skill eliminates waste, not output. Does not fire for a task that is expensive because the output itself has to be long, such as writing a new article or report from scratch, since that cost is real and this skill says so rather than trying to cut it.
theAnirudhKumar/work-design · ★ 0 · Data & Documents · score 72
Install: claude install-skill theAnirudhKumar/work-design
# 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