Enforces verdict-first, ultra-concise communication across Claude Code sessions, compressing commit messages, code reviews, memory files, and agent outputs to reduce token usage 60-75% while preserving technical accuracy. Includes surgical editing and code location agents that produce TLDR-formatted results.
Surgical 1-2 file edit. Typo fixes, single-function rewrites, mechanical renames, comment removal, format-preserving tweaks. Hard refuses 3+ file scope. Returns TLDR diff receipt. Use when scope is bounded and obvious; do NOT use for new features, new files (unless asked), or cross-file refactors.
Read-only code locator. Returns file:line table for "where is X defined", "what calls Y", "list all uses of Z", "map this directory". Output is tldr-compressed so the main thread eats fewer tokens. Refuses to suggest fixes.
Diff/branch/file reviewer. One line per finding, severity-tagged, no praise, no scope creep. Output format `path:line: <emoji> <severity>: <problem>. <fix>.` Use for "review this PR", "review my diff", "audit this file". Skips formatting nits unless they change meaning.
Ultra-compressed code review comments. Cuts noise from PR feedback while preserving the actionable signal. Each comment is one line: location, problem, fix. Use when user says "review this PR", "code review", "review the diff", "/review", or invokes /tldr-review. Auto-triggers when reviewing pull requests.
Ultra-compressed commit message generator. Cuts noise from commit messages while preserving intent and reasoning. Conventional Commits format. Subject ≤50 chars, body only when "why" isn't obvious. Use when user says "write a commit", "commit message", "generate commit", "/commit", or invokes /tldr-commit. Auto-triggers when staging changes.
Compress natural language memory files (CLAUDE.md, todos, preferences) into TLDR format to save input tokens. Preserves all technical substance, code, URLs, and structure. Compressed version overwrites the original file. Human-readable backup saved as FILE.original.md. Trigger: /tldr-compress FILEPATH or "compress memory file"
Quick-reference card for all tldr modes, skills, and commands. One-shot display, not a persistent mode. Trigger: /tldr-help, "tldr help", "what TLDR commands", "how do I use TLDR".
Show real token usage and estimated savings for the current session. Reads directly from the Claude Code session log — no AI estimation. Triggers on /tldr-stats. Output is injected by the mode-tracker hook; the model itself does not compute the numbers.
Uses power tools
Uses Bash, Write, or Edit tools
Based on adoption, maintenance, documentation, and repository signals. Not a security audit or endorsement.
npx claudepluginhub jqbit/tldr --plugin tldrUltra-compressed communication mode. Cuts ~75% of tokens while keeping full technical accuracy by speaking like a caveman.
JuliusBrusseeBrief prose. Short common words. Trust context. State what matters. Omit what reader can infer.
GabrielBarberini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。
InterfaceX-co-jpGovernor: always-on compact professional output, telemetry, context slimming, tool-output filtering, prompt guidance, and drift guardrails for Claude Code Max users.
0xhimanshuAI-powered commit message generator - analyzes your git diff and creates conventional commit messages instantly
jeremylongshoreOpen-source, local-first Claude Code plugin for token reduction, context compression, and cost optimization using hybrid RAG retrieval (BM25 + vector search), reranking, AST-aware chunking, and compact context packets.
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