marvis-mindmap-mcts

仓库创建 2026年7月6日最近提交 21 天前SkillHot 收录 20 天前

▸ 精选理由

把多方案探索与权衡过程可视化，便于证据回溯与调参。

这个 Skill 做什么

用轻量 MCTS 生成可视化的思考树，支持 Markdown/HTML 渲染与交互。

用轻量级 MCTS（带 UCB 选择和回传）生成可视化的思考树，可以渲染成 Markdown、静态 HTML 或交互式 Markmap，方便比较方案和记录证据链。适合需要多方案探索、系统性调试或反复试验的问题，不适合一步到位的简单请求。它把搜索、实测和评估结合起来，让复杂决策过程变得可观察和可复查。

▸ 展开 SKILL.md 英文原文

Run visible reasoning-tree workflow with lightweight MCTS for complex tasks. Use when a task has multiple plausible hypotheses or designs, needs systematic debugging, requires option tradeoff exploration, involves repeated trial-and-error, or the user asks for mindmap, reasoning tree, MCTS, visible exploration, branch evaluation, or evidence-backed problem solving. NOT for one-step commands, obvious edits, or direct factual lookups.

研究检索MCTS思维导图可视化推理通用

Stars

Forks

仓库内 Skill

7 日增星

安装 / 使用

给你的 Agent 一句话（通用）

帮我安装这个 skill：https://raw.githubusercontent.com/JAY-095/marvis-skills/main/skills/marvis-mindmap-mcts/SKILL.md

或 curl 直取 SKILL.md

curl -fsSL "https://raw.githubusercontent.com/JAY-095/marvis-skills/main/skills/marvis-mindmap-mcts/SKILL.md"

SKILL.MD 节选查看完整文件 ↗

# MindMap-MCTS for Marvis

Visible, evidence-backed reasoning tree with lightweight MCTS/UCB selection. The bundled CLI (`scripts/mindmap_mcts/`) owns the JSON truth source, UCB selection, backpropagation, and rendering (Markdown / static HTML / interactive Markmap HTML). Marvis owns expansion, real probes, and judgment.

## Skill Directory

The absolute path to this skill's scripts:
```
F:\AI-DATA\User\oAN1i2ZFVAt9uJ7swj8vlOM9HSDY\skills\market\marvis-mindmap-mcts\scripts
```

Define this once per session before any commands:
```powershell
$MINDMAP_DIR = "F:\AI-DATA\User\oAN1i2ZFVAt9uJ7swj8vlOM9HSDY\skills\market\marvis-mindmap-mcts\scripts"
$env:PYTHONPATH = "$MINDMAP_DIR;$env:PYTHONPATH"

via SKILL·HOT · 数据来自 GitHub 公开信息 · 原文版权归作者所有