rtk is a command-line proxy that filters and compresses output from development commands before it reaches an LLM's context. It is used with coding agents to reduce the tokens consumed by commands such as Git operations. The catalogue includes skills, commands, agents, and instructions for using rtk in agent workflows.
Borrowing it
Nothing to install: this file belongs to rtk-ai/rtk. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/rtk-ai/rtk/develop/.github/copilot-instructions.mdgit clone --depth 1 https://github.com/rtk-ai/rtkWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/instructions/rtk-ai/rtk/copilot-instructions)<a href="https://agentmods.dev/instructions/rtk-ai/rtk/copilot-instructions"><img src="https://agentmods.dev/badge/instructions/rtk-ai/rtk/copilot-instructions/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/instructions/rtk-ai/rtk/copilot-instructions"><img src="https://agentmods.dev/badge/instructions/rtk-ai/rtk/copilot-instructions.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00836 | $0.00836 |
| Opus 5.5 | $0.00334 | $0.00334 |
| Sonnet 5.5 | $0.00167 | $0.00167 |
| Haiku 4.5 | $0.00084 | $0.00084 |
Grade A, and why
rtk copilot-instructions.md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 13d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 67 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Copilot Instructions for rtk
rtk (Rust Token Killer) is a CLI proxy that filters and compresses command outputs before they reach an LLM context. It wraps common tools (git, cargo, grep, pnpm, go, etc.) and outputs condensed summaries instead of raw output. Percentages measure bash output, not billed tokens; RTK ships no tokenizer (src/core/tracking.rs estimates bytes / 4).
Using rtk in this session
Always prefix commands with rtk when running shell commands — this reduces token consumption for every operation you perform.
# Instead of: Use:
git status rtk git status
git log -10 rtk git log -10
cargo test rtk cargo test
cargo clippy --all-targets rtk cargo clippy --all-targets
grep -r "pattern" src/ rtk grep -r "pattern" src/
rtk meta-commands (always use these directly, no prefix needed):
rtk gain # Show token savings analytics
rtk gain --history # Full command history with per-command savings
rtk discover # Scan session history for missed rtk opportunities
rtk bypass <cmd> # Run a command raw (no filtering) but still track it
Verify rtk is installed before starting:
rtk --version # Should print: rtk X.Y.Z
rtk gain # Should show a dashboard (not "command not found")
Name collision:
rtk gainfailing means you havereachingforthejack/rtk(Rust Type Kit) installed instead. Runwhich rtkto check.
Build, Test & Lint
cargo build # Development build
cargo test # All tests
cargo test test_name # Single test
cargo test module::tests:: # Module tests
cargo test -- --nocapture # With stdout
# Pre-commit gate (must all pass before any PR)
cargo fmt --all --check && cargo clippy --all-targets && cargo test
bash scripts/test-all.sh # Smoke tests (requires installed binary)
PRs target the develop branch, not main. All commits require a DCO sign-off (git commit -s).
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 13d ago Changed · -10 tokens per session 80f915ea4b6b
- 1mo ago First seen · 67 lines · 846 tokens per session scan A 429f1be86808
rtk copilot-instructions.md is an instructions file published in the GitHub repository rtk-ai/rtk (84,655 stars, last pushed yesterday), licensed Apache-2.0. It adds 836 tokens to every session, about $0.0033 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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