AI 工具AI TOOLS

ctrlb-decompose

ctrlb-hq/ctrlb-decompose

LLM-ready reasoning surface over logs

根据公开文档整理，未运行实测；费用以项目官网为准。Based on public documentation, without runtime testing. Check the project site for pricing.

适用平台Platforms: claude-code · claude-ai
已识别的要求Documented requirements: 未确认Not confirmed
许可LICENSE: MIT

打开仓库Open repository 官网Homepage

能力CAPABILITIES

它能帮你做成什么What it helps you do

上手GET STARTED

怎么装How to install

Homebrew

brew install ctrlb-decompose

选择与你的环境对应的方式。命令来自项目文档，未运行实测。Choose the option for your environment. Commands come from project documentation and have not been run-tested.

打开项目文档Open project documentation ↗

使用限制LIMITATIONS

限制与风险Limits and risk

以下要求与风险来自文档静态检查，未执行项目代码；扫描没有命中，不代表使用安全。Risk here is evidence, not an alarm. These findings come from static scanning of the docs; we never execute a project’s code.

限制LIMITS

存在风险Risk found

01需要 API KeyREQUIRES API KEY: 未在文档中发现Not found in the docs
02需要本地环境NEEDS LOCAL RUNTIME: 未在文档中发现Not found in the docs
03需要 DockerNEEDS DOCKER: 未在文档中发现Not found in the docs
04难度DIFFICULTY: 一键安装One-click install

项目动态PROJECT ACTIVITY

它现在处在什么位置Where it stands right now

首次发现FIRST SEEN

03 OCT 202603 OCT 2026

增长GROWTH

+1.0%+1.0%

302 → 305 stars · 15 个快照302 → 305 stars · 15 snapshots

讨论DISCUSSION

1 SOURCES1 SOURCES

3 条外部提及3 external mentions

状态STATUS

持续活跃Active

相关讨论RELATED DISCUSSIONS

Show HN: Ctrlb-decompose: Strip the noise from logs before sending to LLMs
HN_STORY · 14 points · 0 comments
A Faster Alternative to DuckDB
HN_STORY · 10 points · 0 comments
How We Turn Millions of Log Lines into Patterns in One Streaming Pass
HN_STORY · 10 points · 0 comments

PROVENANCE · 这些结论的依据是什么Where these conclusions come from

来源 URLSource URL: https://github.com/ctrlb-hq/ctrlb-decompose
原始数据哈希Raw data hash: 3f4a7f8d6c52d085cd88834a28a3e63a
解析时间Parsed at: 2026-10-17T23:47:30.100Z
最后一次验证Last verified: 2026-10-17T22:12:26.091Z
增长测量时间Growth measured: —
发现查询Discovery queries: focus:token:repo:topic-token-optimization
分类来源Category source: rules
焦点Focus: token (5)

静态扫描STATIC SCAN

01下载未知二进制Downloads an unknown binaryreadme

curl -LO https://github.com/ctrlb-hq/ctrlb-decompose/releases/download/v0.1.0/ctrlb-decompose_0.1.0-1_amd64.deb

02执行远程脚本Runs a remote scriptplugin/skills/analyze-logs/SKILL.md

curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y && source "$HOME/.cargo/env"

03下载未知二进制Downloads an unknown binaryplugin/skills/analyze-logs/SKILL.md

| Debian / Ubuntu (`ID=debian`, `ID=ubuntu`, or `ID_LIKE` contains `debian`) | `curl -LO https://github.com/ctrlb-hq/ctrlb-decompose/release

04需要系统权限Needs system permissionsreadme
```
sudo dpkg -i ctrlb-decompose_0.1.0-1_amd64.deb
```

05需要系统权限Needs system permissionsplugin/skills/analyze-logs/SKILL.md

| Debian / Ubuntu (`ID=debian`, `ID=ubuntu`, or `ID_LIKE` contains `debian`) | `curl -LO https://github.com/ctrlb-hq/ctrlb-decompose/release

完整解析证据 JSONFull parse evidence JSON

{
  "agents": [
    {
      "agent": "claude-code",
      "evidence": "tree: .claude-plugin/"
    },
    {
      "agent": "claude-ai",
      "evidence": "readme: …ly from [Claude Code](https://claude.ai/code) — no CLI knowledge need…"
    }
  ],
  "apiKey": null,
  "docker": null,
  "taxonomy": {
    "scores": {
      "design": 0,
      "ai-tools": 6,
      "dev-tools": 1,
      "indie-web": 0,
      "skill-agent": 0,
      "productivity": 3
    },
    "primary": "ai-tools",
    "secondary": null
  },
  "localRuntime": null,
  "skillMdTotal": 1,
  "skillMdErrors": [],
  "treeTruncated": false,
  "categoryScores": {
    "data": 2,
    "agent": 0,
    "media": 0,
    "design": 0,
    "browser": 0,
    "devtool": 2,
    "security": 0,
    "marketing": 0,
    "productivity": 0
  },
  "classification": [
    {
      "signal": "1 SKILL.md with name + description",
      "weight": 0.95
    },
    {
      "signal": "Claude Code plugin manifest",
      "weight": 0.7
    },
    {
      "signal": "description mentions AI",
      "weight": 0.2
    }
  ],
  "scannedSources": [
    "readme",
    "plugin/skills/analyze-logs/SKILL.md"
  ],
  "skillMdFetched": 1
}