القائمة
Save 60-90% of LLM tokens on shell commands, file reads, and test outputs. Wraps rtk CLI for compressed output.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
| name | rtk-compress |
| version | 1.15.2 |
| published | false |
| description | Save 60-90% of LLM tokens on shell commands, file reads, and test outputs. Wraps rtk CLI for compressed output. |
| tags | rtk, token-saving, compression, cli, shell, devtools |
Save 60-90% of LLM tokens on shell commands, file reads, and test outputs.
This skill wraps rtk (Rust Token Killer) — a CLI proxy that filters and compresses command outputs before they reach your LLM context.
# 1. Install rtk
brew install rtk # macOS
# or: curl -fsSL https://raw.githubusercontent.com/rtk-ai/rtk/refs/heads/master/install.sh | sh
# 2. Verify
rtk gain # Should show token savings stats
Then copy this SKILL.md to your agent's skills directory.
rtk ls . # Token-optimized directory tree
rtk read file.rs # Smart file reading (compressed output)
rtk read file.rs -l aggressive # Signatures only (strips bodies)
rtk smart file.rs # 2-line heuristic code summary
rtk find "*.rs" . # Compact find results
rtk grep "pattern" . # Grouped search results
rtk diff file1 file2 # Condensed diff
rtk git status # Compact status
rtk git log -n 10 # One-line commits
rtk git diff # Condensed diff
rtk git add # → "ok"
rtk git commit -m "msg" # → "ok abc1234"
rtk git push # → "ok main"
rtk git pull # → "ok 3 files +10 -2"
rtk gh pr list # Compact PR listing
rtk gh pr view 42 # PR details + checks
rtk gh issue list # Compact issue listing
rtk gh run list # Workflow run status
rtk test cargo test # Show failures only (-90%)
rtk err npm run build # Errors/warnings only
rtk vitest run # Vitest compact (failures only)
rtk playwright test # E2E results (failures only)
rtk pytest # Python tests (-90%)
rtk go test # Go tests (NDJSON, -90%)
rtk cargo test # Cargo tests (-90%)
rtk lint # ESLint grouped by rule/file
rtk lint biome # Supports other linters
rtk tsc # TypeScript errors grouped by file
rtk next build # Next.js build compact
rtk prettier --check . # Files needing formatting
rtk cargo build # Cargo build (-80%)
rtk cargo clippy # Cargo clippy (-80%)
rtk ruff check # Python linting (JSON, -80%)
rtk golangci-lint run # Go linting (JSON, -85%)
rtk pnpm list # Compact dependency tree
rtk pip list # Python packages (auto-detect uv)
rtk pip outdated # Outdated packages
rtk prisma generate # Schema generation (no ASCII art)
rtk docker ps # Compact container list
rtk docker images # Compact image list
rtk docker logs <container> # Deduplicated logs
rtk docker compose ps # Compose services
rtk kubectl pods # Compact pod list
rtk kubectl logs <pod> # Deduplicated logs
rtk kubectl services # Compact service list
rtk json config.json # Structure without values
rtk deps # Dependencies summary
rtk env -f AWS # Filtered env vars
rtk log app.log # Deduplicated logs
rtk curl <url> # Auto-detect JSON + schema
rtk wget <url> # Download, strip progress bars
rtk summary <long command> # Heuristic summary
rtk proxy <command> # Raw passthrough + tracking
rtk gain # Summary stats
rtk gain --graph # ASCII graph (last 30 days)
rtk gain --history # Recent command history
rtk gain --daily # Day-by-day breakdown
rtk gain --all --format json # JSON export for dashboards
rtk discover # Find missed savings opportunities
rtk discover --all --since 7 # All projects, last 7 days
Use rtk <command> instead of bare commands whenever possible:
rtk git status / rtk git log / rtk git diffrtk ls -la / rtk cat <file>rtk npm test / rtk pytest / rtk cargo testrtk npm run build / rtk ruff checkgit log | grep ...)Fall back to the bare command. Never block a task because of compression.
rtk gain # current session
rtk gain --global # all-time stats
| Operation | Without rtk | With rtk | Savings |
|---|---|---|---|
git status | ~300 | ~60 | -80% |
git log -20 | ~2,000 | ~400 | -80% |
cat file.ts | ~2,000 | ~600 | -70% |
npm test | ~5,000 | ~500 | -90% |
pytest | ~2,000 | ~200 | -90% |
| Typical session | ~150k | ~45k | -70% |
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