rtk-cli
Solidusar RTK CLI para reduzir tokens em exploração de repositório, git, grep/find e comandos shell verbosos, preservando o sinal técnico relevante
Install
Quality Score: 78/100
Skill Content
Details
- Author
- wesleysimplicio
- Repository
- wesleysimplicio/simplicio-mapper
- Created
- 2 months ago
- Last Updated
- today
- Language
- Python
- License
- MIT
Integrates with
Similar Skills
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rtk-token-optimizer
RTK CLI proxy that reduces LLM token consumption by 60-90% on common dev commands. Use when running git, cargo, npm, pytest, or any CLI tool inside an AI coding session. Rewrites verbose command outputs to compact summaries before they reach the context window. Supports Antigravity (Gemini), Claude Code, Cursor, Codex, Copilot, and 10+ other agents. Source: https://github.com/rtk-ai/rtk — offline-capable single Rust binary, zero deps.
token-efficiency
Comprehensive token optimization: RTK (Rust Token Killer) command-output compression, efficient file/command strategies, hard model-routing rules (Sonnet 4.6 coders, Opus 4.6 orchestrator, Haiku 4.5 logging), Source-of-Truth keyword framework, hybrid SQLite agent memory with checkpoints, and concise output style. Use this skill whenever running dev CLI commands (git, cargo, npm, pytest, docker), spawning coding subagents, writing logs or agent memory, setting up a project's keyword index, checkpointing, or whenever the user mentions 'rtk', 'token efficiency', 'token savings', 'context bloat', 'model routing', 'checkpoint', 'agent memory', or 'source of truth'. Also use to install/verify RTK or its Claude Code hook.
02-core-rtk-token-proxy-prefix-for-all-commands
CORE — never delete. Trigger before running ANY terminal/shell command (Bash, PowerShell, git, bun, docker, python, anything). RTK is the mandatory token-proxy prefix that compresses verbose command output so it doesn't flood the context window. This skill explains what RTK is, how the prefix works, its limitations, and the exact signals that mean it may be hiding output you need — so you know when (and only when) to drop it.