Skip to main content
What it contains
Rust CLI proxy/hook that compresses noisy shell, git, test, build, cloud, and infrastructure command output before agents read it.
Typical uses
Reduce context spent on terminal output while preserving failures/key structure; install hooks for many coding agents.
Why people choose it
Inference: low-latency model-independent efficiency layer that does not require changing each command manually.
LicenseApache License 2.0
Last meaningful updateUnknown
Production readinessproduction
Classification
Subject domains
token efficiencydeveloper toolscoding agents
Task categories
token efficiencydeveloper toolscoding agents
Project phases
planningimplementationtestingreview
Secondary types
proxyagent hook
Select when
- Agent consumes too much shell/test/build output
Do not select when
- Need prose/prompt compression
- Must preserve complete raw output
Implementation complexitymedium
Routing heuristic 92.0%
Security boundary clarity
5/5 First-party routing documentation
5/5 Strengths
None documented.
Poor-fit scenarios
- Need prose/prompt compression
- Must preserve complete raw output
Limitations
None documented.
README.md
Filter/group/truncate/dedupe command output.
compression
README.md
Rewrite shell commands through RTK.
hooks
README.md
Failure-focused test/build output.
testsbuild
README.md
Compact git/gh.
gitGitHub
README.md
Compact AWS/Docker/K8s/IaC.
infra
FrameworksNone documented
Operating systemsmacOS, Linux, Windows, WSL
Installation methodsHomebrew, install script, Cargo, release binary
InterfacesCLI, agent hook
Required credentialsNone documented
External servicesNone documented
Major dependenciesNone documented
Compatibility notes
None documented.
One-sentence semantic summary
Rust CLI proxy/hook that compresses noisy shell, git, test, build, cloud, and infrastructure command output before agents read it.
Capability keywords
shell filteringgittestsbuild/lintcloud/infrahook rewriting
User intent phrases
- Agent consumes too much shell/test/build output
Negative match phrases
- Need prose/prompt compression
- Must preserve complete raw output
Differentiators
None documented.
Security considerations
- Compressed output may omit diagnostic context; preserve raw logs for forensic cases.
Privacy considerations
None documented.
Uncertainty
Unresolved items
None documented.
Inference notes
None documented.
Repository usage guidance
installation summaryHomebrew; install script; Cargo; release binary
basic usage summaryReduce context spent on terminal output while preserving failures/key structure; install hooks for many coding agents.
documented entry pointsNone documented
key configuration filesNone documented
important directoriesNone documented
documentation pathsREADME.md
example pathsNone documented
Relationships
integration
high
Both reduce context; OmniRoute can stack RTK-style and prose compression.
Recommended combinations
Large-repository context efficiency high
Each repository covers a distinct layer; avoid combining tools that duplicate lifecycle ownership.
Order of operations
- Use Repomix for handoff/snapshot
- Index active repo with Claude Context
- Install RTK for command-heavy sessions
Spec-first large-repo delivery high
Each repository covers a distinct layer; avoid combining tools that duplicate lifecycle ownership.
Order of operations
- Create constitution/spec/plan/tasks
- Use semantic search during planning/implementation
- Use RTK for terminal verification
- Implement against approved tasks
Agent-team orchestration high
Each repository covers a distinct layer; avoid combining tools that duplicate lifecycle ownership.
Order of operations
- Connect least-privilege agent runtimes
- Add RTK on runtime machines
- Install only role-relevant engineering skills
- Keep human review gates
Routing rules
rule_046: Agent consumes too much shell/test/build output P954
Rationale
Rust CLI proxy/hook that compresses noisy shell, git, test, build, cloud, and infrastructure command output before agents read it.
Required conditions
None documented.
Preferred
rtk-ai/rtk
Fallback
None