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rtk-ai/rtk

agenthookskill
output compression

RTK is a high-performance CLI proxy that intercepts and compresses shell command output before your AI agent reads it, reducing bash output by up to 90%. It supports 100+ commands across git, testing, build tools, containers, and cloud CLIs, integrating with major AI coding assistants via hooks or plugins. The tool is distributed as a single Rust binary with <10ms overhead.

  • Reduce context window usage by filtering noisy test output, git logs, build logs, and deployment results down to essential information
  • Integrate with Claude Code, Copilot, Cline, Cursor, and other AI agents to automatically rewrite commands and return compact output
  • Compress output from package managers, container tools (Docker, Kubernetes), AWS CLI, and infrastructure tools (Pulumi)
  • Monitor token savings across your shell sessions with the built-in analytics dashboard
65
REVIEW
Risk score 65/100
✓ CRITICAL/HIGH reflect AI-verified findings (false positives excluded) · MEDIUM/LOW/INFO are unverified scanner output
AI-verified (CRITICAL/HIGH):
Findings by checker · 2 high-signal, 3 mostly false-positive (hidden by default)
CHK-0731 finding
1 likely
0% FP
CHK-1051 finding
1 likely
0% FP
51 findingsclick to expand
Last scanned: Jul 11, 2026
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