Reduce AI response token usage by having the assistant speak in a concise caveman style while preserving technical accuracy. Useful for brief replies and token efficiency in developer workflows.
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npx claudepluginhub filippolmt/skills --plugin cavemanUltra-compressed communication mode. Cuts 65% of output tokens (measured) while keeping full technical accuracy by speaking like a caveman.
Cavekit — compressed spec-driven dev. Full loop (grill → spec → research → review → build) over one SPEC.md file: three core commands + four reach-for. Caveman encoding. Bug-to-spec backprop.
Ultra-compressed communication mode. Cuts 65% of output tokens (measured) while keeping full technical accuracy by speaking like a caveman.
Brief prose. Short common words. Trust context. State what matters. Omit what reader can infer.
โหมดสื่อสารแบบกระชับสำหรับภาษาไทย+อังกฤษ ลด token ~60-75% โดยพูดไทยสั้นๆ แต่ยังถูกต้องทาง technical (Pordee — terse Thai+English mode for Claude Code, cuts ~60-75% tokens while keeping full technical accuracy.)
超圧縮コミュニケーションモード。原始人のように話してトークン使用量を約75%削減しつつ、技術的正確性は完全に維持。日本語に最適化。コミット生成・PRレビュー・メモリ圧縮・stats可視化サブスキル同梱。SessionStart/UserPromptSubmit フックでモード追跡・毎ターン補強・ドリフト防止・/genshijin-stats でセッション削減量+USD推定表示。MCP middleware (genshijin-shrink) でMCPツール記述も圧縮。スラッシュコマンド /genshijin /genshijin-commit /genshijin-review /genshijin-stats 付属。Cursor/Windsurf/Cline/Copilot 等マルチエージェント対応。3 cavecrew相当 subagent (investigator/builder/reviewer) で長セッションコンテキスト持続。
Honey (I Shrunk the AI) — three reflexive levers that cut agent token cost: less code (YAGNI/stdlib-first), less prose, and denser agent-to-agent handoffs (ESON/compact-JSON). Plus on-demand satellites (review, eco, gain, compress) and a hive of read-only subagents that return compressed handoffs. Auto-intensity lite/full/ultra; correctness and safety-critical paths stay exact.
Verdict-first communication mode. Cuts output tokens while keeping full technical accuracy.