grainulator

概述

Grainulator 是一个复杂的研究工具，执行多通道调查，编译类型化声明，发现发现之间的矛盾，并产生信心评分的答案。它通过两个阶段运行：调查（3个研究通道）和编译（7个分析通道）。该工具作为插件与 Claude Code 集成，提供自主研究功能和斜杠命令控制的调查。

试试问 AI

装完之后，这里有 5 个你可以让 AI 做的事：

• /init

  Start a new research sprint

  试试:Start a new research sprint试试:Initialize a grainulator investigation
• /research

  Multi-pass investigation with evidence gathering

  试试:Research how our auth system works试试:Investigate the market for our product
• /challenge

  Adversarial testing of a specific claim

  试试:Challenge claim r003试试:Test this finding against counter-evidence
• /witness

  Corroborate a claim against an external source

  试试:Witness this claim against industry data试试:Verify with an external source
• /blind-spot

  Structural gap analysis

  试试:What are we missing?试试:Analyze blind spots in our research
• /brief

  Compiled decision brief

  试试:Write it up试试:Generate a decision brief
• /present

  Presentation deck

  试试:Make slides试试:Create a presentation for the research findings
• /status

  Sprint dashboard

  试试:Where are we?试试:Show me the current sprint status
• /pull

  Import knowledge from DeepWiki or Confluence

  试试:Import from DeepWiki试试:Sync knowledge from Confluence
• /sync

  Publish artifacts to Confluence

  试试:Publish to Confluence试试:Sync findings to Confluence
• /calibrate

  Score predictions against actual outcomes

  试试:Calibrate predictions试试:Evaluate prediction accuracy
• /resolve

  Adjudicate conflicts between claims

  试试:Resolve this conflict试试:Help me adjudicate between these claims

可对比工具

安装

claude plugin marketplace add https://github.com/grainulation/grainulator.git

claude plugin install grainulator

{
  "mcpServers": {
    "grainulator": {
      "command": "npx",
      "args": ["-y", "@grainulation/grainulator", "serve-mcp"]
    }
  }
}

FAQ

Grainulator 与普通聊天机器人有什么不同？

Grainulator 执行多通道研究，带有类型化声明和矛盾检测，生成信心评分的答案，而不是简单回应。它是一次研究冲刺，而不是对话。

信心评分如何工作？

信心评分（0-100）通过7个分析通道计算，评估证据强度、类型覆盖度、偏见、差距分析和冲突检测。

Hacker News 讨论

开发者社区最近的相关讨论。

• The tool that won't let AI say anything it can't cite▲ 36💬 15
  帖子 by volatilityfund · 2026-04-10
• Claude Code plugin for LLM research with typed claims and conflict detection▲ 3
  帖子 by volatilityfund · 2026-04-09

grainulator 对比