首页 › 龙虾技能列表 › Decision Advisor — 技能工具

Decision Advisor — 技能工具

v1.0.0

[自动翻译] Decision-making advisor using Tree of Thoughts for exploring options, analyzing trade-offs, and providing data-driven recommendations.

0· 63·0 当前·0 累计
by @banxian87·MIT-0
下载技能包
License
MIT-0
最后更新
2026/4/2
安全扫描
VirusTotal
无害
查看报告
OpenClaw
安全
high confidence
The skill's code and runtime instructions are consistent with a decision-advisor using an LLM: it requires no extra credentials, no installs, and only calls a provided LLM interface to generate options and scores.
评估建议
This skill appears coherent and light-weight. Two practical things to consider before installing: (1) It expects the host to provide an LLM implementation (this.llm.generate). The included default LLM simply returns '5' so you should supply a real LLM client (and the credentials that client requires) to get useful results. (2) Any sensitive context you pass into advise(...) may be sent to whatever LLM provider you configure — the skill itself doesn't store or exfiltrate secrets, but your configu...
详细分析 ▾
✓ 用途与能力
The name/description (Tree of Thoughts decision advisor) match the implementation: index.js implements option generation, criteria definition, scoring, and recommendation logic. There are no unexpected dependencies, environment variables, or external services declared.
✓ 指令范围
SKILL.md describes the decision workflow and shows JS usage that matches index.js. The runtime instructions and code only use the provided LLM interface and do not instruct reading system files, env vars, or posting to external endpoints.
✓ 安装机制
There is no install spec (instruction-only skill) and package.json is simple; nothing is downloaded or extracted. No high-risk install mechanism is present.
✓ 凭证需求
The skill declares no required environment variables or credentials. The only external interaction is via this.llm.generate — the host must supply an LLM implementation and any associated credentials; the skill itself does not request secrets.
✓ 持久化与权限
always is false and the skill does not modify other skills or system settings. It does not request permanent presence or elevated privileges.
安全有层次，运行前请审查代码。

License

MIT-0

可自由使用、修改和再分发，无需署名。

运行时依赖

无特殊依赖

版本

latestv1.0.02026/4/2

Decision advisor with Tree of Thoughts for multi-criteria analysis

● 无害

安装命令 点击复制

官方npx clawhub@latest install decision-advisor
镜像加速npx clawhub@latest install decision-advisor --registry https://cn.clawhub-mirror.com

技能文档

AI-powered decision advisor that uses Tree of Thoughts to explore multiple options, analyze trade-offs, and provide structured recommendations for complex decisions.

Use Cases

🎯 Technical Decisions

  • Technology stack selection
  • Architecture patterns
  • Build vs buy decisions
  • Tool evaluation

💼 Business Decisions

  • Product feature prioritization
  • Investment analysis
  • Strategic planning
  • Risk assessment

👥 Personal Decisions

  • Career choices
  • Education paths
  • Major purchases

Features

🌳 Option Exploration

  • Generate multiple alternatives
  • Consider non-obvious options
  • Explore different perspectives

⚖️ Trade-off Analysis

  • Pros and cons for each option
  • Risk assessment
  • Cost-benefit analysis
  • Long-term implications

📊 Structured Framework

  • Decision criteria definition
  • Weighted scoring
  • Sensitivity analysis
  • Recommendation with confidence level

Usage

const advisor = new DecisionAdvisor();
const decision = await advisor.advise({
  decision: 'Choose frontend framework for enterprise app',
  options: ['React', 'Vue', 'Angular'],
  criteria: [
    { name: 'Performance', weight: 0.3 },
    { name: 'Developer Experience', weight: 0.25 },
    { name: 'Ecosystem', weight: 0.25 },
    { name: 'Long-term Support', weight: 0.2 }
  ],
  context: 'Team of 20 developers, 5-year project lifespan'
});
console.log(decision.recommendation);
console.log(decision.analysis);

Example Output

## Decision Analysis: Frontend Framework Selection
Options Evaluated


  • React
    • 

  • Vue
    • 

  • Angular
Scoring Matrix
CriteriaWeightReactVueAngular
Performance30%8.58.07.5
Developer Experience25%9.08.57.0
Ecosystem25%9.57.58.5
Long-term Support20%9.07.09.0
Weighted Score8.957.857.95


Recommendation
React is recommended with a weighted score of 8.95/10.
Key Reasons


  • Largest ecosystem and community
    • 

  • Excellent developer experience
    • 

  • Strong corporate backing (Meta)
    • 

  • Proven at scale
Risks & Mitigations


  • Risk: Frequent breaking changes
    • 

  • Mitigation: Use stable LTS versions, invest in testing
Confidence Level: High (85%)

Architecture

Decision Request
    ↓
Tree of Thoughts Agent
    ├─ Generate options
    ├─ Explore variations
    └─ Identify criteria
    ↓
Evaluation Phase
    ├─ Score each option
    ├─ Analyze trade-offs
    └─ Assess risks
    ↓
Recommendation Engine
    ├─ Weighted scoring
    ├─ Sensitivity analysis
    └─ Confidence calculation
    ↓
Structured Report

Installation

clawhub install decision-advisor

License

MIT

Version

1.0.0

Created

2026-04-02

数据来源：ClawHub ↗ · 中文优化：龙虾技能库
OpenClaw 技能定制 / 插件定制 / 私有工作流定制

免费技能或插件可能存在安全风险，如需更匹配、更安全的方案，建议联系付费定制

了解定制服务