From team-skills-platform
High-performance CLI proxy that reduces LLM token consumption by 60-90%. Transparently rewrites 100+ common dev commands (git, gh, cargo, npm, docker, kubectl, aws, etc.) via PreToolUse hook. Single Rust binary, zero dependencies.
npx claudepluginhub colin4k1024/tspThis skill uses the workspace's default tool permissions.
Reduce LLM token consumption in Claude Code sessions by 60-90% without changing developer workflow.
Generates design tokens/docs from CSS/Tailwind/styled-components codebases, audits visual consistency across 10 dimensions, detects AI slop in UI.
Records polished WebM UI demo videos of web apps using Playwright with cursor overlay, natural pacing, and three-phase scripting. Activates for demo, walkthrough, screen recording, or tutorial requests.
Delivers idiomatic Kotlin patterns for null safety, immutability, sealed classes, coroutines, Flows, extensions, DSL builders, and Gradle DSL. Use when writing, reviewing, refactoring, or designing Kotlin code.
Reduce LLM token consumption in Claude Code sessions by 60-90% without changing developer workflow.
All Bash commands are transparently rewritten to their rtk equivalents via a PreToolUse hook.
Without rtk: With rtk:
Claude --git status--> shell --> git Claude --git status--> RTK --> git
^ ~2,000 tokens (raw) | ^ ~200 tokens | |
+-------------------------------+ +---- (filtered) ----+-------+
Four strategies applied per command type:
| Category | Commands | Typical Savings |
|---|---|---|
| Files | ls, read, find, grep, diff | 70-80% |
| Git | status, diff, log, add, commit, push | 75-92% |
| GitHub CLI | pr list, issue list, run list | 80% |
| Test Runners | cargo test, npm test, pytest, go test, vitest, playwright | 90% |
| Build & Lint | cargo build, tsc, next build, eslint, ruff, clippy | 80-85% |
| Package Managers | pnpm list, pip list, bundle install | 80% |
| Containers | docker ps/logs, kubectl pods/logs | 80% |
| AWS | sts, ec2, lambda, logs, s3, cloudformation | 80% |
| Data | json, env, log, curl, wget | 70-80% |
| Operation | Frequency | Standard | rtk | Savings |
|---|---|---|---|---|
| ls / tree | 10x | 2,000 | 400 | -80% |
| cat / read | 20x | 40,000 | 12,000 | -70% |
| grep / rg | 8x | 16,000 | 3,200 | -80% |
| git status | 10x | 3,000 | 600 | -80% |
| git diff | 5x | 10,000 | 2,500 | -75% |
| cargo test / npm test | 5x | 25,000 | 2,500 | -90% |
| Total | ~118,000 | ~23,900 | -80% |
After installation, rtk works automatically via the PreToolUse hook. No manual changes needed.
rtk gain # Summary stats
rtk gain --graph # ASCII graph (last 30 days)
rtk gain --daily # Day-by-day breakdown
rtk discover # Find missed savings opportunities
rtk session # Show RTK adoption across recent sessions
rtk git status # Compact git status
rtk read file.rs # Smart file reading
rtk test cargo test # Show failures only
rtk lint # ESLint grouped by rule/file
rtk docker ps # Compact container list
rtk binary: brew install rtk or curl -fsSL https://raw.githubusercontent.com/rtk-ai/rtk/refs/heads/master/install.sh | shjq: required by the hook scripthooks/rtk-rewrite.sh (PreToolUse:Bash, last in chain)~/.config/rtk/config.toml for customization~/.local/share/rtk/tee/