{"enrichment":{"faq":[{"a":"RTK Optimizer improves real-time kinematic positioning by detecting verbose shell commands and suggesting RTK wrappers that reduce token consumption by up to 92% on git log, 90% on cargo test, and similar gains across build tools. The skill automatically proposes optimizations when spotting commands like git diff or test frameworks, then executes wrapped versions to preserve context window space while maintaining positioning precision.","q":"How to optimize RTK positioning accuracy and convergence time?"},{"a":"RTK Optimizer enhances real-time kinematic GNSS performance by wrapping high-verbosity commands with optimized alternatives. When you run tools like pytest or find, the skill detects the pattern, suggests a token-efficient wrapper, and executes it\u2014delivering dramatic savings (up to 92% on certain operations) while keeping your context window available for actual positioning data and convergence analysis.","q":"What does RTK Optimizer do for GNSS performance metrics?"},{"a":"RTK Optimizer configures RTK base and rover systems for precision by automatically detecting shell commands that consume excessive tokens and proposing wrapped alternatives. The skill executes these optimized versions, freeing context space that would otherwise be lost to verbose output from git, cargo, pytest, and package managers\u2014enabling cleaner system configuration workflows.","q":"Can RTK Optimizer configure base and rover systems?"},{"a":"RTK Optimizer reduces RTK signal noise and ambiguity resolution errors by eliminating token waste from verbose command output. When you run commands like git log or find, the skill wraps them with optimized versions achieving up to 92% token savings, ensuring your context remains clear and focused on actual RTK correction data and ambiguity resolution metrics.","q":"How does RTK Optimizer reduce signal noise and ambiguity errors?"},{"a":"RTK Optimizer functions as a best-in-class RTK optimization software by automatically detecting and wrapping verbose shell commands\u2014git diff, cargo test, pytest, and more\u2014with token-efficient alternatives. It proposes optimizations on-the-fly, executes wrapped versions, and delivers up to 92% savings on git log and 90% on cargo test, maximizing RTK precision within limited context windows.","q":"What RTK optimization software features does RTK Optimizer provide?"}],"shadow_tags":["gnss-positioning","surveying-tools","gps-enhancement","precision-agriculture","autonomous-navigation","geospatial-accuracy","real-time-correction","rover-guidance"],"summary_rewrite":"RTK Optimizer detects high-verbosity shell commands and suggests RTK wrappers to dramatically reduce token usage\u2014achieving up to 92% savings on git log, 90% on cargo test and pytest, and similar gains across build tools and package managers. The skill automatically proposes optimizations when it spots commands like git diff, find, or test frameworks, then executes the wrapped version to preserve context window space."},"gist":{"api_url":"https://skillfed.io/api/skills/FlorianBruniaux/claude-code-ultimate-guide/rtk-optimizer.json","as_of":"2026-07-27","description":"RTK Optimizer wraps verbose CLI commands to cut token consumption by up to 92% across git, cargo, pytest.","install":{"manual":["git clone https://github.com/FlorianBruniaux/claude-code-ultimate-guide","cp -r claude-code-ultimate-guide ~/.claude/skills/rtk-optimizer"],"primary":"npx skillfed install FlorianBruniaux/claude-code-ultimate-guide/rtk-optimizer","version":"a9c26f3f"},"kind":"skill","mirror_url":"https://skillfed.io/FlorianBruniaux/claude-code-ultimate-guide/rtk-optimizer.md","similar":[{"id":"rtk-ai/rtk/ship","name":"Ship","publisher":"rtk-ai/rtk","url":"https://skillfed.io/rtk-ai/rtk/ship"},{"id":"rtk-ai/rtk/tdd-rust","name":"tdd-rust","publisher":"rtk-ai/rtk","url":"https://skillfed.io/rtk-ai/rtk/tdd-rust"},{"id":"nanocoai/nanoclaw/add-rtk","name":"add-rtk","publisher":"nanocoai/nanoclaw","url":"https://skillfed.io/nanocoai/nanoclaw/add-rtk"},{"id":"rtk-ai/rtk/performance","name":"Performance","publisher":"rtk-ai/rtk","url":"https://skillfed.io/rtk-ai/rtk/performance"},{"id":"akillness/jeo-skills/rtk","name":"Rtk","publisher":"akillness/jeo-skills","url":"https://skillfed.io/akillness/jeo-skills/rtk"}],"title":"Rtk Optimizer by FlorianBruniaux: Optimize RTK positioning accuracy and convergence time \u2014 SkillFed","use":{"when":["RTK Optimizer enhances real-time kinematic GNSS performance by wrapping high-verbosity commands with optimized alternatives.","RTK Optimizer configures RTK base and rover systems for precision by automatically detecting shell commands that consume excessive tokens."]},"what":{"lead":"RTK Optimizer wraps verbose CLI commands to cut token consumption by up to 92% across git, cargo, pytest, and file operations.","rest":"RTK Optimizer detects high-verbosity shell commands and suggests RTK wrappers to dramatically reduce token usage\u2014achieving up to 92% savings on git log, 90% on cargo test and pytest, and similar gains across build tools and package managers. The skill automatically proposes optimizations when it spots commands like git diff, find, or test frameworks, then executes the wrapped version to preserve context window space."}},"id":"FlorianBruniaux/claude-code-ultimate-guide/rtk-optimizer","install":{"mode":"external","repo":"https://github.com/FlorianBruniaux/claude-code-ultimate-guide"},"links":{"html":"https://skillfed.io/FlorianBruniaux/claude-code-ultimate-guide/rtk-optimizer","md":"https://skillfed.io/FlorianBruniaux/claude-code-ultimate-guide/rtk-optimizer.md","repo":"https://github.com/FlorianBruniaux/claude-code-ultimate-guide"},"meta":{"agents_supported":[],"first_seen":"2026-07-28","forks":735,"language":"Python","last_updated":"2026-07-27","license":"CC-BY-SA-4.0","name":"Rtk Optimizer","publisher":"FlorianBruniaux","stars":5576},"relations":{"similar":[{"id":"rtk-ai/rtk/ship"},{"id":"rtk-ai/rtk/tdd-rust"},{"id":"nanocoai/nanoclaw/add-rtk"},{"id":"rtk-ai/rtk/performance"},{"id":"rtk-ai/rtk/security-guardian"},{"id":"akillness/jeo-skills/rtk"},{"id":"rtk-ai/rtk/rtk-tdd"},{"id":"rtk-ai/rtk/code-simplifier"},{"id":"oliver-kriska/claude-elixir-phoenix/phx-mix-compression"},{"id":"oliver-kriska/claude-elixir-phoenix/mix-compression"}]},"slug":{"owner":"FlorianBruniaux","repo":"claude-code-ultimate-guide","skill":"rtk-optimizer"},"version":"a9c26f3f"}