ctrlb-decompose
github.com/ctrlb-hq/ctrlb-decompose- Category
- Developer Tools
- Rank
- No. 979Tools index
- Pricing
- Open Source
- Platform
- cli · web
- Type
- TOOL
- GitHub
- 297 stars
- Latest release
- v0.1.0
- Date
About
A Rust-based log analysis tool that clusters millions of noisy log lines into a small set of typed, statistically-annotated patterns using CLP encoding and Drain3 clustering. It runs fully locally (CLI, Rust library, or WASM in-browser) and outputs human-readable, JSON, or compact LLM-optimized formats so large log files can be summarized for debugging or fed into an LLM context window.
What it can do
Cluster millions of noisy log lines into a small set of typed patterns
Raw log files → Typed log patterns
Annotate log patterns with statistical quantiles
Clustered log patterns → Quantile statistics
Detect anomalies in log data
Log lines → Anomaly annotations
Output analysis results in human-readable format
Log patterns → Human-readable text
Output analysis results in JSON format
Log patterns → JSON data
Output a compact LLM-optimized summary format
Log patterns → LLM-optimized text
Why it made the leaderboard
Collapses a 56K-line log into a handful of typed patterns before it hits an LLM's context window, and runs locally so raw logs never leave the machine.
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