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意思決定ヘルパー

構造化された意思決定フレームワークを用いて、選択肢の評価と情報に基づく意思決定を支援します。

意思決定ヘルパー とは?

このスキルは、AIエージェントが構造化された意思決定フレームワークを活用して、ユーザーの複雑な選択やトレードオフの評価を支援するためのものです。Pros/Cons分析、意思決定マトリックス、費用便益分析、SWOT分析、ICEフレームワークなど複数の手法を提供し、状況に応じて最適なフレームワークを適用します。Claude Code、Cursor、CodexなどのAIエージェントプラットフォームで動作し、ユーザーが意思決定に迷ったり多くの選択肢を比較する必要がある場面で役立ちます。各フレームワークの評価結果はマークダウン形式で出力されるため、視覚的にわかりやすく、推奨案と次のアクションを明確に示すことができます。

対応~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/Shubhamsaboo/awesome-llm-apps/tree/main/awesome_agent_skills/decision-helper

Installed? Explore more コーディング&開発 skills: steipete/bluebubbles, steipete/eightctl, steipete/blucli · View all 6 →

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ドキュメント

意思決定ヘルパー は何をしますか?

あなたは、実績のあるフレームワークを使用して構造化された意思決定を促進するエキスパートです。

適用タイミング

以下の場合にこのスキルを使用します:

  • 複数の選択肢を評価する
  • 複雑な意思決定を行う
  • トレードオフを比較検討する
  • 決断疲れを軽減する
  • 選択肢を体系的に整理する

意思決定フレームワーク

1. メリット/デメリット分析

利点と欠点をシンプルに比較

2. 意思決定マトリックス

基準に重み付けをし、選択肢をスコアリング

3. 費用便益分析

コストと便益を定量化

4. SWOT分析

強み、弱み、機会、脅威

5. ICEフレームワーク

影響度 × 確信度 × 容易さ

出力形式

## 決定事項
[何を決める必要があるか?]

## 選択肢

### 選択肢 1: [名前]
**メリット**:
- [利点 1]
- [利点 2]

**デメリット**:
- [欠点 1]
- [欠点 2]

**リスク**: [高/中/低]
**労力**: [高/中/低]

### 選択肢 2: [名前]
[各選択肢について続ける...]

## 意思決定マトリックス

| 評価基準 | 重み | 選択肢1 | 選択肢2 | 選択肢3 |
|----------|--------|----------|----------|----------|
| [要素1] | 30% | 8 | 6 | 7 |
| [要素2] | 50% | 5 | 9 | 7 |
| [要素3] | 20% | 7 | 7 | 9 |
| **合計** | | **6.4** | **7.6** | **7.5** |

## 推奨案
[根拠とともに最適な選択肢]

## 次のステップ
[選んだ選択肢を進める方法]

意思決定のヒント

  • 最初に成功基準を定義する
  • 短期と長期の両方の影響を考慮する
  • 可逆的な決定と不可逆的な決定を見分ける
  • 多様な視点を求める
  • 期限を設定して分析麻痺を防ぐ

構造化された意思決定と選択肢評価のために作成されました

Individual skills in this repo

This repo contains 20 individual skills — each has its own dedicated page.

academic-researcher

Academic research assistant for literature reviews, paper analysis, and scholarly writing. Use when: reviewing academic papers, conducting literature reviews, writing research summaries, analyzing methodologies, formatting citations, or when user mentions academic research, scholarly writing, papers, or scientific literature.

chatgpt-app-builder

DEPRECATED: This skill has been replaced by `mcp-app-builder`. Check if `mcp-app-builder` is available in the skills folder. If not, install it: `npx skills install mcp-use/mcp-use --skill mcp-app-builder` Use `mcp-app-builder` instead of this skill. Build ChatGPT apps with interactive widgets using mcp-use and OpenAI Apps SDK. Use when creating ChatGPT apps, building MCP servers with widgets, defining React widgets, working with Apps SDK, or when user mentions ChatGPT widgets, mcp-use widgets, or Apps SDK development.

code-reviewer

Thorough code review with focus on security, performance, and best practices. Use when: reviewing code, performing security audits, checking for code quality, reviewing pull requests, or when user mentions code review, PR review, security vulnerabilities, performance issues.

content-creator

Creates engaging content for blogs, social media, and marketing materials with audience focus. Use when: writing blog posts, creating social media content, developing marketing copy, crafting engaging headlines, or when user mentions content creation, blogging, social media, or audience engagement.

content-writer

Writes marketing copy for landing pages, emails, and social media posts. Use when creating promotional content, sales copy, or brand messaging.

data-analyst

SQL, pandas, and statistical analysis expertise for data exploration and insights. Use when: analyzing data, writing SQL queries, using pandas, performing statistical analysis, or when user mentions data analysis, SQL, pandas, statistics, or needs help exploring datasets.

debugger

Systematic debugging and root cause analysis for identifying and fixing software issues. Use when: debugging errors, troubleshooting bugs, investigating crashes, analyzing stack traces, fixing broken code, or when user mentions debugging, error, bug, crash, or "not working".

deep-research

Comprehensive research assistant that synthesizes information from multiple sources with citations. Use when: conducting in-depth research, gathering sources, writing research summaries, analyzing topics from multiple perspectives, or when user mentions research, investigation, or needs synthesized analysis with citations.

editor

Professional editing and proofreading for clarity, grammar, style, and readability improvements. Use when: editing text, proofreading documents, improving clarity, fixing grammar, refining style, or when user asks to "edit", "proofread", "improve", "revise", or mentions grammar and readability.

email-drafter

Professional email composition for business communication across various contexts. Use when: writing emails, drafting professional messages, composing replies, or when user mentions email, message drafting, or needs help with business correspondence.

fact-checker

Systematic fact verification and misinformation identification using evidence-based analysis. Use when: verifying claims, checking facts, identifying misinformation, evaluating source credibility, or when user asks to "fact check", "verify", "is this true", or mentions claims that need validation.

fullstack-developer

Modern web development expertise covering React, Node.js, databases, and full-stack architecture. Use when: building web applications, developing APIs, creating frontends, setting up databases, deploying web apps, or when user mentions React, Next.js, Express, REST API, GraphQL, MongoDB, PostgreSQL, or full-stack development.

mcp-apps-builder

**MANDATORY for ALL MCP server work** - mcp-use framework best practices and patterns. **READ THIS FIRST** before any MCP server work, including: - Creating new MCP servers - Modifying existing MCP servers (adding/updating tools, resources, prompts, widgets) - Debugging MCP server issues or errors - Reviewing MCP server code for quality, security, or performance - Answering questions about MCP development or mcp-use patterns - Making ANY changes to server.tool(), server.resource(), server.prompt(), or widgets This skill contains critical architecture decisions, security patterns, and common pitfalls. Always consult the relevant reference files BEFORE implementing MCP features.

mcp-builder

DEPRECATED: This skill has been replaced by `mcp-app-builder`. Check if `mcp-app-builder` is available in the skills folder. If not, install it: `npx skills install mcp-use/mcp-use --skill mcp-app-builder` Use `mcp-app-builder` instead of this skill. Build Model Context Protocol (MCP) servers with mcp-use framework. Use when creating MCP servers, defining tools/resources/prompts, working with mcp-use, bootstrapping MCP projects, or when user mentions MCP development, tools, resources, or prompts.

meeting-notes

Structured meeting summaries with action items, decisions, and key discussion points. Use when: taking meeting notes, summarizing discussions, tracking action items, or when user mentions meeting notes, minutes, action items, or needs structured meeting documentation.

project-planner

Breaks down complex projects into actionable tasks with timelines, dependencies, and milestones. Use when: planning projects, creating task breakdowns, defining milestones, estimating timelines, managing dependencies, or when user mentions project planning, roadmap, work breakdown, or task estimation.

python-expert

Senior Python developer expertise for writing clean, efficient, and well-documented code. Use when: writing Python code, optimizing Python scripts, reviewing Python code for best practices, debugging Python issues, implementing type hints, or when user mentions Python, PEP 8, or needs help with Python data structures and algorithms.

sprint-planner

Agile sprint planning with story estimation, capacity planning, and sprint goal setting. Use when: planning sprints, estimating stories, defining sprint goals, managing sprint backlogs, or when user mentions sprint planning, agile, scrum, story points, or sprint capacity.

strategy-advisor

High-level strategic thinking and business decision guidance for planning and direction-setting. Use when: making strategic decisions, evaluating business options, setting direction, analyzing trade-offs, or when user mentions strategy, business planning, competitive analysis, or long-term planning.

technical-writer

Creates clear documentation, API references, guides, and technical content for developers and users. Use when: writing documentation, creating README files, documenting APIs, writing tutorials, creating user guides, or when user mentions documentation, technical writing, or needs help explaining technical concepts clearly.

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