rtk
CLI proxy that reduces LLM token consumption by 60-90% on common dev commands. Single Rust binary, zero dependencies
Understand the RTK verify command's purpose: secure hook integrity checks with SHA-256 hashes and inline TOML filter tests for compression rules in the rtk-ai/rtk repository.
How RTK Processes and Optimizes Ruby Tool Output for RuboCop and RSpecRTK optimizes Ruby tool output like RuboCop and RSpec by capturing logs, parsing JSON, and generating concise summaries for efficient processing.
How RTK Integrates with GitHub CLI for Managing Pull Requests and IssuesIntegrate RTK with GitHub CLI to efficiently manage pull requests and issues. RTK optimizes GitHub CLI output, saving tokens and improving readability for developers.
How RTK Handles config.toml Configuration for Hooks and TeeLearn how RTK uses config.toml to manage hook exclusions and tee file options, ensuring flexible and safe default configurations for your projects.
How RTK Identifies Missed Token Savings Opportunities in Claude Code HistoryLearn how RTK identifies missed token savings in Claude Code history. RTK scans logs, classifies commands, and estimates savings to reduce LLM token usage.
How RTK Manages JavaScript/TypeScript Tooling Output: tsc and eslint Handling ExplainedDiscover how RTK handles tsc and eslint output. Learn how it processes tooling logs with streaming, filtering, and concise summaries for efficient development.
How RTK Optimizes Output from Python Linters: Ruff and mypy IntegrationDiscover how RTK optimizes Ruff and mypy Python linter output with a three-stage filter pipeline, slashing token consumption by 60-90% for efficient LLM integration.
RTK Docker and kubectl Log Deduplication: How Line Counts WorkRTK deduplicates Docker and kubectl logs with regex normalization and severity classification. See how unique messages aggregate with line counts displayed using the ×N prefix.
How to Add a New Command Filter to RTK: A 5-Step Implementation GuideLearn to add a new command filter to RTK with this 5-step guide. Implement Rust modules, register commands, and write tests for efficiency.
When to Use RTK Proxy Mode Instead of Standard FilteringDiscover when to use RTK proxy mode over standard filtering. Ideal for unfiltered output, custom tools, exact signals, and bypassing analytics while tracking usage.
How RTK Anonymous Telemetry Works and Ensures GDPR ComplianceLearn how RTK anonymous telemetry works, collecting only aggregate metrics with opt-in consent and automated erasure for full GDPR compliance in Rust.
RTK on Windows WSL vs Native Windows: Key Differences and Setup GuideExplore RTK on Windows WSL vs native Windows. Discover key differences in auto-rewrite hooks, setup, and identical filters/analytics. Get the RTK guide for your environment.
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