d1182af4cf
Fact-check (README positioning): - Template count: 120/123 → 108 (ground truth recount) - Ratio: 14× → 24× (19,000 ÷ 784 = 24.2×) - everything-cc stars: 31.9k → 45k+ (verified Feb 15) - Commands count: 20 → 23, hooks: 30 → 31 Added: - Grepai MCP documentation (semantic search, call graphs) - 3 hook templates (rtk-baseline, session-summary, session-summary-config) - 2 resource evaluations (system-prompts update, qmd token savings) Changed: - RTK documentation overhaul (v0.7.0 → v0.16.0, rtk-ai org) - Exports deprecated (kimi.pdf, notebooklm.pdf → deprecated/) Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
74 lines
2 KiB
Markdown
74 lines
2 KiB
Markdown
# RTK Token Optimization
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**Context**: Using RTK (Rust Token Killer) to minimize token consumption from command outputs.
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## Commands to Optimize
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Always use RTK wrapper for these high-verbosity commands:
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### Git Operations (92.3% avg reduction)
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- `rtk git log` instead of `git log`
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- `rtk git status` instead of `git status`
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- `rtk git diff` instead of `git diff`
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### File Operations (69.4% avg reduction)
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- `rtk find "*.md" .` instead of `find . -name "*.md"`
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- `rtk read <file>` instead of `cat <file>` (for large files >10K lines)
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- `rtk ls .` instead of `ls -la`
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- `rtk grep "pattern"` instead of `grep -r "pattern"`
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### JS/TS Stack (70-90% reduction)
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- `rtk vitest run` instead of `pnpm test`
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- `rtk pnpm list` instead of `pnpm list`
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- `rtk pnpm outdated` instead of `pnpm outdated`
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- `rtk prisma migrate status` instead of `pnpm prisma migrate status`
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### Rust Toolchain (80-90% reduction)
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- `rtk cargo test` instead of `cargo test`
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- `rtk cargo build` instead of `cargo build`
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- `rtk cargo clippy` instead of `cargo clippy`
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### Python (90% reduction)
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- `rtk python pytest` instead of `pytest`
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### Go (90% reduction)
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- `rtk go test` instead of `go test`
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### GitHub CLI (79-87% reduction)
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- `rtk gh pr view <num>` instead of `gh pr view <num>`
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- `rtk gh pr checks <num>` instead of `gh pr checks <num>`
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## Token Savings Target
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**Baseline**: ~150K tokens per 30-min session
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**With RTK**: ~45K tokens (70% reduction)
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## Installation
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```bash
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# Homebrew (macOS/Linux)
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brew install rtk-ai/tap/rtk
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# Cargo (all platforms)
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cargo install rtk
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# Hook-first install
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rtk init
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```
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## Verification
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Check RTK availability:
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```bash
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rtk --version # Should show: rtk 0.16.0+
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```
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## When NOT to use RTK
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- Quick exploration (1-2 commands): overhead not worth it
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- Already using tools like Grep/Read (Claude native tools are optimized)
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- Small outputs (<100 chars): minimal gain
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## Automation
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Use RTK automatically via hook (see `.claude/hooks/bash/rtk-wrapper.sh`) or `rtk init` for hook-first setup.
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