RTK (Rust Token Killer) - Token-Optimized Commands

Golden Rule

Always prefix commands with rtk. If RTK has a dedicated filter, it uses it. If not, it passes through unchanged. This means RTK is always safe to use.

Important: Even in command chains with &&, use rtk:

# ❌ Wrong
git add . && git commit -m "msg" && git push

# ✅ Correct
rtk git add . && rtk git commit -m "msg" && rtk git push

RTK Commands by Workflow

Build & Compile (80-90% savings)

rtk cargo build         # Cargo build output
rtk cargo check         # Cargo check output
rtk cargo clippy        # Clippy warnings grouped by file (80%)
rtk tsc                 # TypeScript errors grouped by file/code (83%)
rtk lint                # ESLint/Biome violations grouped (84%)
rtk prettier --check    # Files needing format only (70%)
rtk next build          # Next.js build with route metrics (87%)

Test (90-99% savings)

rtk cargo test          # Cargo test failures only (90%)
rtk vitest run          # Vitest failures only (99.5%)
rtk playwright test     # Playwright failures only (94%)
rtk test <cmd>          # Generic test wrapper - failures only

Git (59-80% savings)

rtk git status          # Compact status
rtk git log             # Compact log (works with all git flags)
rtk git diff            # Compact diff (80%)
rtk git show            # Compact show (80%)
rtk git add             # Ultra-compact confirmations (59%)
rtk git commit          # Ultra-compact confirmations (59%)
rtk git push            # Ultra-compact confirmations
rtk git pull            # Ultra-compact confirmations
rtk git branch          # Compact branch list
rtk git fetch           # Compact fetch
rtk git stash           # Compact stash
rtk git worktree        # Compact worktree

Note: Git passthrough works for ALL subcommands, even those not explicitly listed.

GitHub (26-87% savings)

rtk gh pr view <num>    # Compact PR view (87%)
rtk gh pr checks        # Compact PR checks (79%)
rtk gh run list         # Compact workflow runs (82%)
rtk gh issue list       # Compact issue list (80%)
rtk gh api              # Compact API responses (26%)

JavaScript/TypeScript Tooling (70-90% savings)

rtk pnpm list           # Compact dependency tree (70%)
rtk pnpm outdated       # Compact outdated packages (80%)
rtk pnpm install        # Compact install output (90%)
rtk npm run <script>    # Compact npm script output
rtk npx <cmd>           # Compact npx command output
rtk prisma              # Prisma without ASCII art (88%)

Files & Search (60-75% savings)

rtk ls <path>           # Tree format, compact (65%)
rtk read <file>         # Code reading with filtering (60%)
rtk grep <pattern>      # Search grouped by file (75%)
rtk find <pattern>      # Find grouped by directory (70%)

Analysis & Debug (70-90% savings)

rtk err <cmd>           # Filter errors only from any command
rtk log <file>          # Deduplicated logs with counts
rtk json <file>         # JSON structure without values
rtk deps                # Dependency overview
rtk env                 # Environment variables compact
rtk summary <cmd>       # Smart summary of command output
rtk diff                # Ultra-compact diffs

Infrastructure (85% savings)

rtk docker ps           # Compact container list
rtk docker images       # Compact image list
rtk docker logs <c>     # Deduplicated logs
rtk kubectl get         # Compact resource list
rtk kubectl logs        # Deduplicated pod logs

Network (65-70% savings)

rtk curl <url>          # Compact HTTP responses (70%)
rtk wget <url>          # Compact download output (65%)

Meta Commands

rtk gain                # View token savings statistics
rtk gain --history      # View command history with savings
rtk discover            # Analyze Claude Code sessions for missed RTK usage
rtk proxy <cmd>         # Run command without filtering (for debugging)
rtk init                # Add RTK instructions to CLAUDE.md
rtk init --global       # Add RTK to ~/.claude/CLAUDE.md

Token Savings Overview

Category	Commands	Typical Savings
Tests	vitest, playwright, cargo test	90-99%
Build	next, tsc, lint, prettier	70-87%
Git	status, log, diff, add, commit	59-80%
GitHub	gh pr, gh run, gh issue	26-87%
Package Managers	pnpm, npm, npx	70-90%
Files	ls, read, grep, find	60-75%
Infrastructure	docker, kubectl	85%
Network	curl, wget	65-70%

Overall average: 60-90% token reduction on common development operations.

Context Discipline

This project uses DFMT to keep tool output from flooding the context window and to preserve session state across compactions. When working in this project, follow these rules.

Tool preferences

Prefer DFMT's MCP tools over native ones:

Native	DFMT replacement	intent required?
Bash	dfmt_exec	yes
Read	dfmt_read	yes
WebFetch	dfmt_fetch	yes
Glob	dfmt_glob	yes
Grep	dfmt_grep	yes
Edit	dfmt_edit	n/a
Write	dfmt_write	n/a

Every dfmt_* call MUST pass an intent parameter — a short phrase describing what you need from the output (e.g. "failing tests", "error message", "imports"). Without intent the tool returns raw bytes and the token savings are lost.

On DFMT failure, report it to the user (one short line — which call, what error) and then fall back to the native tool so the session is not blocked. The ban is on silent fallback — every switch must be announced. After a fallback, drop a brief dfmt_remember note tagged gap when practical, so the journal records that a call was bypassed. If the native tool is also denied (permission rule, sandbox refusal), stop and ask the user; do not retry blindly.

Session memory

DFMT tracks tool calls automatically. After substantive decisions or findings, call dfmt_remember with descriptive tags (decision, finding, summary) so future sessions can recall the context after compaction.

When native tools are acceptable

Native Bash and Read are acceptable for outputs you know are small (< 2 KB) and will not be referenced again. For everything else, DFMT tools are preferred.